Best Of Ml Python Save

πŸ† A ranked list of awesome machine learning Python libraries. Updated weekly.

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Best-of Machine Learning with Python

πŸ†Β  A ranked list of awesome machine learning Python libraries. Updated weekly.

This curated list contains 920 awesome open-source projects with a total of 4.3M stars grouped into 34 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an issue, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!


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Contents

Explanation

  • πŸ₯‡πŸ₯ˆπŸ₯‰Β  Combined project-quality score
  • ⭐️  Star count from GitHub
  • 🐣  New project (less than 6 months old)
  • πŸ’€Β  Inactive project (6 months no activity)
  • πŸ’€Β  Dead project (12 months no activity)
  • πŸ“ˆπŸ“‰Β  Project is trending up or down
  • βž•Β  Project was recently added
  • ❗️  Warning (e.g. missing/risky license)
  • πŸ‘¨β€πŸ’»Β  Contributors count from GitHub
  • πŸ”€Β  Fork count from GitHub
  • πŸ“‹Β  Issue count from GitHub
  • ⏱️  Last update timestamp on package manager
  • πŸ“₯Β  Download count from package manager
  • πŸ“¦Β  Number of dependent projects
  • Β  Tensorflow related project
  • Β  Sklearn related project
  • Β  PyTorch related project
  • Β  MxNet related project
  • Β  Apache Spark related project
  • Β  Jupyter related project
  • Β  PaddlePaddle related project
  • Β  Pandas related project
  • Β  Jax related project

Machine Learning Frameworks

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General-purpose machine learning and deep learning frameworks.

Tensorflow (πŸ₯‡54 Β· ⭐ 180K) - An Open Source Machine Learning Framework for Everyone. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 4.5K Β· πŸ”€ 72K Β· πŸ“¦ 340K Β· πŸ“‹ 39K - 4% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/tensorflow/tensorflow
    
  • PyPi (πŸ“₯ 19M / month):

    ip install tensorflow
    
  • Conda (πŸ“₯ 4.5M Β· ⏱️ 30.01.2024):

    onda install -c conda-forge tensorflow
    
  • Docker Hub (πŸ“₯ 76M Β· ⭐ 2.3K Β· ⏱️ 15.02.2024):

    ocker pull tensorflow/tensorflow
    
PyTorch (πŸ₯‡54 Β· ⭐ 75K) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 4.7K Β· πŸ”€ 20K Β· πŸ“₯ 34K Β· πŸ“¦ 390K Β· πŸ“‹ 40K - 31% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/pytorch/pytorch
    
  • PyPi (πŸ“₯ 18M / month):

    ip install torch
    
  • Conda (πŸ“₯ 20M Β· ⏱️ 29.01.2024):

    onda install -c pytorch pytorch
    
scikit-learn (πŸ₯‡52 Β· ⭐ 57K) - scikit-learn: machine learning in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 3.1K Β· πŸ”€ 24K Β· πŸ“₯ 940 Β· πŸ“¦ 700K Β· πŸ“‹ 11K - 15% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/scikit-learn/scikit-learn
    
  • PyPi (πŸ“₯ 51M / month):

    ip install scikit-learn
    
  • Conda (πŸ“₯ 26M Β· ⏱️ 19.01.2024):

    onda install -c conda-forge scikit-learn
    
jax (πŸ₯‡45 Β· ⭐ 27K) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 640 Β· πŸ”€ 2.4K Β· πŸ“¦ 22K Β· πŸ“‹ 4.9K - 25% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/google/jax
    
  • PyPi (πŸ“₯ 5.6M / month):

    ip install jax
    
  • Conda (πŸ“₯ 1M Β· ⏱️ 14.02.2024):

    onda install -c conda-forge jaxlib
    
XGBoost (πŸ₯‡45 Β· ⭐ 25K) - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 640 Β· πŸ”€ 8.1K Β· πŸ“₯ 8.1K Β· πŸ“¦ 81K Β· πŸ“‹ 5.1K - 7% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/dmlc/xgboost
    
  • PyPi (πŸ“₯ 13M / month):

    ip install xgboost
    
  • Conda (πŸ“₯ 4.5M Β· ⏱️ 19.01.2024):

    onda install -c conda-forge xgboost
    
PaddlePaddle (πŸ₯‡45 Β· ⭐ 21K) - PArallel Distributed Deep LEarning: Machine Learning.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 1.2K Β· πŸ”€ 5.2K Β· πŸ“₯ 15K Β· πŸ“¦ 4.6K Β· πŸ“‹ 18K - 5% open Β· ⏱️ 12.02.2024):

    it clone https://github.com/PaddlePaddle/Paddle
    
  • PyPi (πŸ“₯ 230K / month):

    ip install paddlepaddle
    
StatsModels (πŸ₯‡45 Β· ⭐ 9.3K) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 420 Β· πŸ”€ 2.6K Β· πŸ“₯ 30 Β· πŸ“¦ 110K Β· πŸ“‹ 5.3K - 48% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/statsmodels/statsmodels
    
  • PyPi (πŸ“₯ 13M / month):

    ip install statsmodels
    
  • Conda (πŸ“₯ 12M Β· ⏱️ 14.12.2023):

    onda install -c conda-forge statsmodels
    
pytorch-lightning (πŸ₯ˆ44 Β· ⭐ 26K) - Pretrain, finetune and deploy AI models on multiple.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 930 Β· πŸ”€ 3.1K Β· πŸ“₯ 10K Β· πŸ“¦ 29K Β· πŸ“‹ 6.7K - 9% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/Lightning-AI/lightning
    
  • PyPi (πŸ“₯ 4.7M / month):

    ip install pytorch-lightning
    
  • Conda (πŸ“₯ 1.1M Β· ⏱️ 21.12.2023):

    onda install -c conda-forge pytorch-lightning
    
Keras (πŸ₯ˆ43 Β· ⭐ 60K Β· πŸ“‰) - Deep Learning for humans. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 1.3K Β· πŸ”€ 19K Β· πŸ“‹ 12K - 1% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/keras-team/keras
    
  • PyPi (πŸ“₯ 15M / month):

    ip install keras
    
  • Conda (πŸ“₯ 3.4M Β· ⏱️ 15.02.2024):

    onda install -c conda-forge keras
    
LightGBM (πŸ₯ˆ43 Β· ⭐ 16K) - A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 3.8K Β· πŸ“₯ 210K Β· πŸ“¦ 30K Β· πŸ“‹ 3.2K - 10% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/microsoft/LightGBM
    
  • PyPi (πŸ“₯ 7.5M / month Β· πŸ“¦ 880 Β· ⏱️ 26.01.2024):

    ip install lightgbm
    
  • Conda (πŸ“₯ 2.2M Β· ⏱️ 26.01.2024):

    onda install -c conda-forge lightgbm
    
Jina (πŸ₯ˆ39 Β· ⭐ 20K) - Build multimodal AI applications with cloud-native stack. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 2.1K Β· πŸ“¦ 1.6K Β· πŸ“‹ 1.9K - 0% open Β· ⏱️ 10.01.2024):

    it clone https://github.com/jina-ai/jina
    
  • PyPi (πŸ“₯ 150K / month):

    ip install jina
    
  • Conda (πŸ“₯ 60K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge jina-core
    
  • Docker Hub (πŸ“₯ 1.3M Β· ⭐ 8 Β· ⏱️ 08.01.2024):

    ocker pull jinaai/jina
    
Catboost (πŸ₯ˆ39 Β· ⭐ 7.6K Β· πŸ“‰) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 1.2K Β· πŸ”€ 1.1K Β· πŸ“₯ 220K Β· πŸ“¦ 13 Β· πŸ“‹ 2.2K - 23% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/catboost/catboost
    
  • PyPi (πŸ“₯ 1.7M / month):

    ip install catboost
    
  • Conda (πŸ“₯ 1.4M Β· ⏱️ 19.09.2023):

    onda install -c conda-forge catboost
    
Flax (πŸ₯ˆ39 Β· ⭐ 5.2K) - Flax is a neural network library for JAX that is designed for.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 560 Β· πŸ“₯ 50 Β· πŸ“¦ 6K Β· πŸ“‹ 790 - 13% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/google/flax
    
  • PyPi (πŸ“₯ 3.6M / month):

    ip install flax
    
  • Conda (πŸ“₯ 40K Β· ⏱️ 08.02.2024):

    onda install -c conda-forge flax
    
PySpark (πŸ₯ˆ38 Β· ⭐ 38K) - Apache Spark Python API. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 3K Β· πŸ”€ 26K Β· ⏱️ 15.02.2024):

    it clone https://github.com/apache/spark
    
  • PyPi (πŸ“₯ 29M / month):

    ip install pyspark
    
  • Conda (πŸ“₯ 3M Β· ⏱️ 04.10.2023):

    onda install -c conda-forge pyspark
    
Fastai (πŸ₯ˆ38 Β· ⭐ 25K) - The fastai deep learning library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 250 Β· πŸ”€ 7.3K Β· πŸ“¦ 16K Β· πŸ“‹ 1.8K - 10% open Β· ⏱️ 01.02.2024):

    it clone https://github.com/fastai/fastai
    
  • PyPi (πŸ“₯ 420K / month):

    ip install fastai
    
Theano (πŸ₯ˆ38 Β· ⭐ 9.8K) - Theano was a Python library that allows you to define, optimize, and.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 390 Β· πŸ”€ 2.5K Β· πŸ“¦ 15K Β· πŸ“‹ 2.8K - 24% open Β· ⏱️ 15.01.2024):

    it clone https://github.com/Theano/Theano
    
  • PyPi (πŸ“₯ 360K / month Β· πŸ“¦ 2.8K Β· ⏱️ 27.07.2020):

    ip install theano
    
  • Conda (πŸ“₯ 2.4M Β· ⏱️ 16.06.2023):

    onda install -c conda-forge theano
    
ivy (πŸ₯ˆ35 Β· ⭐ 14K) - The Unified AI Framework. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 1.5K Β· πŸ”€ 6K Β· πŸ“‹ 17K - 7% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/unifyai/ivy
    
  • PyPi (πŸ“₯ 1.4K / month Β· πŸ“¦ 9 Β· ⏱️ 22.01.2024):

    ip install ivy
    
Ludwig (πŸ₯ˆ35 Β· ⭐ 11K) - Low-code framework for building custom LLMs, neural networks, and.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 1.1K Β· πŸ“¦ 240 Β· πŸ“‹ 1K - 26% open Β· ⏱️ 09.02.2024):

    it clone https://github.com/ludwig-ai/ludwig
    
  • PyPi (πŸ“₯ 3.9K / month):

    ip install ludwig
    
einops (πŸ₯ˆ35 Β· ⭐ 7.7K) - Flexible and powerful tensor operations for readable and reliable code.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 320 Β· πŸ“¦ 26K Β· πŸ“‹ 160 - 16% open Β· ⏱️ 11.02.2024):

    it clone https://github.com/arogozhnikov/einops
    
  • PyPi (πŸ“₯ 7.4M / month):

    ip install einops
    
  • Conda (πŸ“₯ 180K Β· ⏱️ 01.10.2023):

    onda install -c conda-forge einops
    
Ignite (πŸ₯ˆ35 Β· ⭐ 4.4K) - High-level library to help with training and evaluating neural.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 600 Β· πŸ“¦ 2.7K Β· πŸ“‹ 1.4K - 8% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/pytorch/ignite
    
  • PyPi (πŸ“₯ 250K / month):

    ip install pytorch-ignite
    
  • Conda (πŸ“₯ 180K Β· ⏱️ 19.10.2023):

    onda install -c pytorch ignite
    
Thinc (πŸ₯ˆ35 Β· ⭐ 2.8K) - A refreshing functional take on deep learning, compatible with your favorite.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 63 Β· πŸ”€ 270 Β· πŸ“¦ 43K Β· πŸ“‹ 140 - 10% open Β· ⏱️ 07.02.2024):

    it clone https://github.com/explosion/thinc
    
  • PyPi (πŸ“₯ 5.9M / month):

    ip install thinc
    
  • Conda (πŸ“₯ 2.7M Β· ⏱️ 29.12.2023):

    onda install -c conda-forge thinc
    
PyFlink (πŸ₯ˆ34 Β· ⭐ 23K) - Apache Flink Python API. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 1.8K Β· πŸ”€ 12K Β· πŸ“¦ 21 Β· ⏱️ 15.02.2024):

    it clone https://github.com/apache/flink
    
  • PyPi (πŸ“₯ 150K / month):

    ip install apache-flink
    
Sonnet (πŸ₯‰33 Β· ⭐ 9.7K) - TensorFlow-based neural network library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 58 Β· πŸ”€ 1.4K Β· πŸ“¦ 1.2K Β· πŸ“‹ 190 - 16% open Β· ⏱️ 02.01.2024):

    it clone https://github.com/deepmind/sonnet
    
  • PyPi (πŸ“₯ 17K / month Β· πŸ“¦ 53 Β· ⏱️ 02.01.2024):

    ip install dm-sonnet
    
  • Conda (πŸ“₯ 27K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge sonnet
    
dyNET (πŸ₯‰32 Β· ⭐ 3.4K) - DyNet: The Dynamic Neural Network Toolkit. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 700 Β· πŸ“₯ 15K Β· πŸ“¦ 260 Β· πŸ“‹ 930 - 28% open Β· ⏱️ 08.11.2023):

    it clone https://github.com/clab/dynet
    
  • PyPi (πŸ“₯ 230K / month Β· πŸ“¦ 29 Β· ⏱️ 21.10.2020):

    ip install dyNET
    
Vowpal Wabbit (πŸ₯‰31 Β· ⭐ 8.4K) - Vowpal Wabbit is a machine learning system which pushes the.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 330 Β· πŸ”€ 2K Β· πŸ“‹ 1.3K - 11% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/VowpalWabbit/vowpal_wabbit
    
  • PyPi (πŸ“₯ 46K / month):

    ip install vowpalwabbit
    
  • Conda (πŸ“₯ 140K Β· ⏱️ 08.10.2023):

    onda install -c conda-forge vowpalwabbit
    
tensorpack (πŸ₯‰31 Β· ⭐ 6.3K) - A Neural Net Training Interface on TensorFlow, with focus.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 58 Β· πŸ”€ 1.8K Β· πŸ“₯ 160 Β· πŸ“¦ 1.5K Β· πŸ“‹ 1.4K - 0% open Β· ⏱️ 06.08.2023):

    it clone https://github.com/tensorpack/tensorpack
    
  • PyPi (πŸ“₯ 9.6K / month):

    ip install tensorpack
    
  • Conda (πŸ“₯ 10K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge tensorpack
    
skorch (πŸ₯‰31 Β· ⭐ 5.6K) - A scikit-learn compatible neural network library that wraps.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 62 Β· πŸ”€ 370 Β· πŸ“¦ 1.1K Β· πŸ“‹ 500 - 10% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/skorch-dev/skorch
    
  • PyPi (πŸ“₯ 79K / month):

    ip install skorch
    
  • Conda (πŸ“₯ 780K Β· ⏱️ 06.09.2023):

    onda install -c conda-forge skorch
    
Haiku (πŸ₯‰31 Β· ⭐ 2.7K) - JAX-based neural network library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 80 Β· πŸ”€ 220 Β· πŸ“¦ 1.7K Β· πŸ“‹ 240 - 29% open Β· ⏱️ 29.01.2024):

    it clone https://github.com/deepmind/dm-haiku
    
  • PyPi (πŸ“₯ 180K / month):

    ip install dm-haiku
    
  • Conda (πŸ“₯ 15K Β· ⏱️ 16.11.2023):

    onda install -c conda-forge dm-haiku
    
tensorflow-upstream (πŸ₯‰31 Β· ⭐ 670) - TensorFlow ROCm port. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 4.6K Β· πŸ”€ 88 Β· πŸ“₯ 21 Β· πŸ“‹ 390 - 27% open Β· ⏱️ 07.02.2024):

    it clone https://github.com/ROCmSoftwarePlatform/tensorflow-upstream
    
  • PyPi (πŸ“₯ 4.8K / month Β· πŸ“¦ 6 Β· ⏱️ 10.01.2024):

    ip install tensorflow-rocm
    
Determined (πŸ₯‰30 Β· ⭐ 2.7K) - Determined is an open-source machine learning platform.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 340 Β· πŸ“₯ 8K Β· πŸ“‹ 470 - 31% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/determined-ai/determined
    
  • PyPi (πŸ“₯ 29K / month Β· πŸ“¦ 4 Β· ⏱️ 14.02.2024):

    ip install determined
    
EvaDB (πŸ₯‰30 Β· ⭐ 2.5K) - Database system for AI-powered apps. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 73 Β· πŸ”€ 250 Β· πŸ“₯ 410K Β· πŸ“¦ 140 Β· πŸ“‹ 300 - 25% open Β· ⏱️ 03.12.2023):

    it clone https://github.com/georgia-tech-db/eva
    
  • PyPi (πŸ“₯ 18K / month):

    ip install evadb
    
ktrain (πŸ₯‰30 Β· ⭐ 1.2K) - ktrain is a Python library that makes deep learning and AI more.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 260 Β· πŸ“¦ 500 Β· πŸ“‹ 480 - 0% open Β· ⏱️ 27.01.2024):

    it clone https://github.com/amaiya/ktrain
    
  • PyPi (πŸ“₯ 11K / month):

    ip install ktrain
    
Geomstats (πŸ₯‰30 Β· ⭐ 1.1K) - Computations and statistics on manifolds with geometric structures. MIT
  • GitHub (πŸ‘¨β€πŸ’» 89 Β· πŸ”€ 220 Β· πŸ“¦ 94 Β· πŸ“‹ 550 - 37% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/geomstats/geomstats
    
  • PyPi (πŸ“₯ 3.5K / month Β· πŸ“¦ 3 Β· ⏱️ 30.08.2023):

    ip install geomstats
    
  • Conda (πŸ“₯ 2.2K Β· ⏱️ 30.08.2023):

    onda install -c conda-forge geomstats
    
Neural Tangents (πŸ₯‰27 Β· ⭐ 2.2K) - Fast and Easy Infinite Neural Networks in Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 220 Β· πŸ“₯ 360 Β· πŸ“¦ 94 Β· πŸ“‹ 150 - 38% open Β· ⏱️ 01.02.2024):

    it clone https://github.com/google/neural-tangents
    
  • PyPi (πŸ“₯ 1.8K / month):

    ip install neural-tangents
    
SHOGUN (πŸ₯‰26 Β· ⭐ 3K) - Unified and efficient Machine Learning. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 250 Β· πŸ”€ 1K Β· πŸ“‹ 1.5K - 27% open Β· ⏱️ 19.12.2023):

    it clone https://github.com/shogun-toolbox/shogun
    
  • Conda (πŸ“₯ 130K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge shogun
    
  • Docker Hub (πŸ“₯ 1.5K Β· ⭐ 1 Β· ⏱️ 31.01.2019):

    ocker pull shogun/shogun
    
Neural Network Libraries (πŸ₯‰26 Β· ⭐ 2.7K) - Neural Network Libraries. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 73 Β· πŸ”€ 330 Β· πŸ“₯ 910 Β· πŸ“‹ 81 - 25% open Β· ⏱️ 22.01.2024):

    it clone https://github.com/sony/nnabla
    
  • PyPi (πŸ“₯ 3K / month):

    ip install nnabla
    
pyRiemann (πŸ₯‰26 Β· ⭐ 560) - Machine learning for multivariate data analysis through the.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 150 Β· πŸ“¦ 310 Β· πŸ“‹ 110 - 7% open Β· ⏱️ 09.02.2024):

    it clone https://github.com/pyRiemann/pyRiemann
    
  • PyPi (πŸ“₯ 24K / month Β· πŸ“¦ 20 Β· ⏱️ 17.07.2022):

    ip install pyriemann
    
  • Conda (πŸ“₯ 5K Β· ⏱️ 20.06.2023):

    onda install -c conda-forge pyriemann
    
Towhee (πŸ₯‰25 Β· ⭐ 2.9K) - Towhee is a framework that is dedicated to making neural data.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 250 Β· πŸ“₯ 2.6K Β· πŸ“‹ 650 - 0% open Β· ⏱️ 20.01.2024):

    it clone https://github.com/towhee-io/towhee
    
  • PyPi (πŸ“₯ 3.5K / month Β· ⏱️ 04.12.2023):

    ip install towhee
    
fklearn (πŸ₯‰24 Β· ⭐ 1.5K) - fklearn: Functional Machine Learning. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 55 Β· πŸ”€ 160 Β· πŸ“¦ 13 Β· πŸ“‹ 60 - 58% open Β· ⏱️ 08.11.2023):

    it clone https://github.com/nubank/fklearn
    
  • PyPi (πŸ“₯ 480 / month Β· ⏱️ 09.11.2023):

    ip install fklearn
    
Torchbearer (πŸ₯‰23 Β· ⭐ 630) - torchbearer: A model fitting library for PyTorch. MIT
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 67 Β· πŸ“¦ 86 Β· πŸ“‹ 250 - 4% open Β· ⏱️ 04.12.2023):

    it clone https://github.com/pytorchbearer/torchbearer
    
  • PyPi (πŸ“₯ 300 / month):

    ip install torchbearer
    
chefboost (πŸ₯‰22 Β· ⭐ 430) - A Lightweight Decision Tree Framework supporting regular algorithms:.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 96 Β· πŸ“¦ 52 Β· πŸ“‹ 45 - 11% open Β· ⏱️ 26.12.2023):

    it clone https://github.com/serengil/chefboost
    
  • PyPi (πŸ“₯ 2.1K / month Β· ⏱️ 16.02.2022):

    ip install chefboost
    
ThunderSVM (πŸ₯‰21 Β· ⭐ 1.5K) - ThunderSVM: A Fast SVM Library on GPUs and CPUs. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 210 Β· πŸ“₯ 2.7K Β· πŸ“‹ 220 - 33% open Β· ⏱️ 29.01.2024):

    it clone https://github.com/Xtra-Computing/thundersvm
    
  • PyPi (πŸ“₯ 280 / month):

    ip install thundersvm
    
NeoML (πŸ₯‰20 Β· ⭐ 750) - Machine learning framework for both deep learning and traditional.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 120 Β· πŸ“‹ 65 - 23% open Β· ⏱️ 24.01.2024):

    it clone https://github.com/neoml-lib/neoml
    
  • PyPi (πŸ“₯ 460 / month):

    ip install neoml
    
ThunderGBM (πŸ₯‰16 Β· ⭐ 680) - ThunderGBM: Fast GBDTs and Random Forests on GPUs. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 81 Β· πŸ“¦ 2 Β· πŸ“‹ 79 - 46% open Β· ⏱️ 29.01.2024):

    it clone https://github.com/Xtra-Computing/thundergbm
    
  • PyPi (πŸ“₯ 80 / month):

    ip install thundergbm
    
Show 18 hidden projects...
  • dlib (πŸ₯ˆ38 Β· ⭐ 13K) - A toolkit for making real world machine learning and data analysis.. ❗️BSL-1.0
  • MXNet (πŸ₯ˆ37 Β· ⭐ 21K Β· πŸ’€) - Lightweight, Portable, Flexible Distributed/Mobile Deep.. Apache-2
  • MindsDB (πŸ₯ˆ34 Β· ⭐ 20K) - The middleware for building custom AI, enabling smarter.. ❗️libpng-2.0
  • Chainer (πŸ₯‰33 Β· ⭐ 5.8K Β· πŸ’€) - A flexible framework of neural networks for deep learning. MIT
  • Turi Create (πŸ₯‰32 Β· ⭐ 11K Β· πŸ’€) - Turi Create simplifies the development of custom machine.. BSD-3
  • TFlearn (πŸ₯‰32 Β· ⭐ 9.6K Β· πŸ’€) - Deep learning library featuring a higher-level API for TensorFlow. MIT
  • mlpack (πŸ₯‰31 Β· ⭐ 4.7K) - mlpack: a fast, header-only C++ machine learning library. ❗Unlicensed
  • NuPIC (πŸ₯‰28 Β· ⭐ 6.3K) - Numenta Platform for Intelligent Computing is an implementation of.. ❗️AGPL-3.0
  • Lasagne (πŸ₯‰28 Β· ⭐ 3.8K Β· πŸ’€) - Lightweight library to build and train neural networks in Theano. MIT
  • CNTK (πŸ₯‰26 Β· ⭐ 17K Β· πŸ’€) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning.. ❗Unlicensed
  • xLearn (πŸ₯‰24 Β· ⭐ 3.1K Β· πŸ’€) - High performance, easy-to-use, and scalable machine learning (ML).. Apache-2
  • NeuPy (πŸ₯‰24 Β· ⭐ 740 Β· πŸ’€) - NeuPy is a Tensorflow based python library for prototyping and building.. MIT
  • mace (πŸ₯‰22 Β· ⭐ 4.9K Β· πŸ’€) - MACE is a deep learning inference framework optimized for mobile.. Apache-2
  • neon (πŸ₯‰22 Β· ⭐ 3.9K Β· πŸ’€) - Intel Nervana reference deep learning framework committed to best.. Apache-2
  • Objax (πŸ₯‰21 Β· ⭐ 760) - Apache-2
  • elegy (πŸ₯‰19 Β· ⭐ 460 Β· πŸ’€) - A High Level API for Deep Learning in JAX. MIT
  • StarSpace (πŸ₯‰16 Β· ⭐ 3.9K Β· πŸ’€) - Learning embeddings for classification, retrieval and ranking. MIT
  • nanodl (πŸ₯‰11 Β· ⭐ 120 Β· 🐣) - A Jax-based library for designing and training transformer models.. MIT

Data Visualization

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General-purpose and task-specific data visualization libraries.

Matplotlib (πŸ₯‡50 Β· ⭐ 19K) - matplotlib: plotting with Python. Python-2.0
  • GitHub (πŸ‘¨β€πŸ’» 1.6K Β· πŸ”€ 7.4K Β· πŸ“¦ 1.1M Β· πŸ“‹ 10K - 14% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/matplotlib/matplotlib
    
  • PyPi (πŸ“₯ 55M / month Β· πŸ“¦ 64K Β· ⏱️ 15.02.2024):

    ip install matplotlib
    
  • Conda (πŸ“₯ 22M Β· ⏱️ 20.11.2023):

    onda install -c conda-forge matplotlib
    
Bokeh (πŸ₯‡45 Β· ⭐ 19K) - Interactive Data Visualization in the browser, from Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 680 Β· πŸ”€ 4.2K Β· πŸ“¦ 83K Β· πŸ“‹ 7.6K - 10% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/bokeh/bokeh
    
  • PyPi (πŸ“₯ 4.1M / month Β· πŸ“¦ 3.8K Β· ⏱️ 30.01.2024):

    ip install bokeh
    
  • Conda (πŸ“₯ 13M Β· ⏱️ 25.01.2024):

    onda install -c conda-forge bokeh
    
Plotly (πŸ₯‡44 Β· ⭐ 15K) - The interactive graphing library for Python This project now includes.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 250 Β· πŸ”€ 2.4K Β· πŸ“¦ 240K Β· πŸ“‹ 2.8K - 50% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/plotly/plotly.py
    
  • PyPi (πŸ“₯ 12M / month Β· πŸ“¦ 5.6K Β· ⏱️ 25.10.2023):

    ip install plotly
    
  • Conda (πŸ“₯ 5.2M Β· ⏱️ 25.10.2023):

    onda install -c conda-forge plotly
    
  • npm (πŸ“₯ 8.7K / month Β· πŸ“¦ 7 Β· ⏱️ 12.01.2021):

    pm install plotlywidget
    
Seaborn (πŸ₯‡44 Β· ⭐ 12K) - Statistical data visualization in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 1.9K Β· πŸ“₯ 380 Β· πŸ“¦ 360K Β· πŸ“‹ 2.5K - 5% open Β· ⏱️ 25.01.2024):

    it clone https://github.com/mwaskom/seaborn
    
  • PyPi (πŸ“₯ 15M / month Β· πŸ“¦ 12K Β· ⏱️ 25.01.2024):

    ip install seaborn
    
  • Conda (πŸ“₯ 8M Β· ⏱️ 27.01.2024):

    onda install -c conda-forge seaborn
    
Altair (πŸ₯‡41 Β· ⭐ 8.7K) - Declarative statistical visualization library for Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 780 Β· πŸ“₯ 100 Β· πŸ“¦ 110K Β· πŸ“‹ 1.9K - 9% open Β· ⏱️ 04.02.2024):

    it clone https://github.com/altair-viz/altair
    
  • PyPi (πŸ“₯ 19M / month Β· πŸ“¦ 670 Β· ⏱️ 28.11.2023):

    ip install altair
    
  • Conda (πŸ“₯ 2.1M Β· ⏱️ 05.12.2023):

    onda install -c conda-forge altair
    
dash (πŸ₯‡40 Β· ⭐ 20K) - Data Apps & Dashboards for Python. No JavaScript Required. MIT
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 2K Β· πŸ“₯ 70 Β· πŸ“¦ 58K Β· πŸ“‹ 1.7K - 48% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/plotly/dash
    
  • PyPi (πŸ“₯ 2.6M / month Β· πŸ“¦ 1.5K Β· ⏱️ 31.01.2024):

    ip install dash
    
  • Conda (πŸ“₯ 1.2M Β· ⏱️ 01.02.2024):

    onda install -c conda-forge dash
    
HoloViews (πŸ₯ˆ38 Β· ⭐ 2.6K) - With Holoviews, your data visualizes itself. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 390 Β· πŸ“¦ 9.4K Β· πŸ“‹ 3.2K - 33% open Β· ⏱️ 12.02.2024):

    it clone https://github.com/holoviz/holoviews
    
  • PyPi (πŸ“₯ 420K / month Β· πŸ“¦ 280 Β· ⏱️ 12.02.2024):

    ip install holoviews
    
  • Conda (πŸ“₯ 1.5M Β· ⏱️ 12.02.2024):

    onda install -c conda-forge holoviews
    
  • npm (πŸ“₯ 500 / month Β· πŸ“¦ 3 Β· ⏱️ 15.01.2024):

    pm install @pyviz/jupyterlab_pyviz
    
pandas-profiling (πŸ₯ˆ37 Β· ⭐ 12K) - 1 Line of code data quality profiling & exploratory.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 1.6K Β· πŸ“₯ 45 Β· πŸ“¦ 2.4K Β· πŸ“‹ 760 - 26% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/ydataai/pandas-profiling
    
  • PyPi (πŸ“₯ 540K / month Β· πŸ“¦ 200 Β· ⏱️ 03.02.2023):

    ip install pandas-profiling
    
  • Conda (πŸ“₯ 420K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge pandas-profiling
    
pyecharts (πŸ₯ˆ36 Β· ⭐ 14K) - Python Echarts Plotting Library. MIT
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 2.9K Β· πŸ“¦ 3.9K Β· πŸ“‹ 1.8K - 0% open Β· ⏱️ 21.08.2023):

    it clone https://github.com/pyecharts/pyecharts
    
  • PyPi (πŸ“₯ 79K / month Β· πŸ“¦ 250 Β· ⏱️ 21.08.2023):

    ip install pyecharts
    
wordcloud (πŸ₯ˆ36 Β· ⭐ 9.9K) - A little word cloud generator in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 2.4K Β· πŸ“¦ 21 Β· πŸ“‹ 530 - 21% open Β· ⏱️ 09.12.2023):

    it clone https://github.com/amueller/word_cloud
    
  • PyPi (πŸ“₯ 1.4M / month Β· πŸ“¦ 840 Β· ⏱️ 09.12.2023):

    ip install wordcloud
    
  • Conda (πŸ“₯ 460K Β· ⏱️ 11.12.2023):

    onda install -c conda-forge wordcloud
    
PyQtGraph (πŸ₯ˆ36 Β· ⭐ 3.6K) - Fast data visualization and GUI tools for scientific / engineering.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 270 Β· πŸ”€ 1K Β· πŸ“¦ 8.8K Β· πŸ“‹ 1.2K - 29% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/pyqtgraph/pyqtgraph
    
  • PyPi (πŸ“₯ 150K / month Β· πŸ“¦ 980 Β· ⏱️ 14.04.2023):

    ip install pyqtgraph
    
  • Conda (πŸ“₯ 500K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge pyqtgraph
    
PyVista (πŸ₯ˆ36 Β· ⭐ 2.2K) - 3D plotting and mesh analysis through a streamlined interface for.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 410 Β· πŸ“₯ 790 Β· πŸ“¦ 2.6K Β· πŸ“‹ 1.5K - 31% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/pyvista/pyvista
    
  • PyPi (πŸ“₯ 390K / month Β· πŸ“¦ 260 Β· ⏱️ 06.02.2024):

    ip install pyvista
    
  • Conda (πŸ“₯ 440K Β· ⏱️ 06.02.2024):

    onda install -c conda-forge pyvista
    
plotnine (πŸ₯ˆ35 Β· ⭐ 3.7K) - A Grammar of Graphics for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 210 Β· πŸ“¦ 6.8K Β· πŸ“‹ 610 - 12% open Β· ⏱️ 09.02.2024):

    it clone https://github.com/has2k1/plotnine
    
  • PyPi (πŸ“₯ 2.5M / month Β· πŸ“¦ 270 Β· ⏱️ 06.11.2023):

    ip install plotnine
    
  • Conda (πŸ“₯ 340K Β· ⏱️ 06.11.2023):

    onda install -c conda-forge plotnine
    
VisPy (πŸ₯ˆ35 Β· ⭐ 3.2K) - High-performance interactive 2D/3D data visualization library. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 610 Β· πŸ“¦ 1.4K Β· πŸ“‹ 1.4K - 22% open Β· ⏱️ 05.02.2024):

    it clone https://github.com/vispy/vispy
    
  • PyPi (πŸ“₯ 77K / month Β· πŸ“¦ 140 Β· ⏱️ 03.10.2023):

    ip install vispy
    
  • Conda (πŸ“₯ 460K Β· ⏱️ 04.10.2023):

    onda install -c conda-forge vispy
    
  • npm (πŸ“₯ 5 / month Β· πŸ“¦ 2 Β· ⏱️ 15.03.2020):

    pm install vispy
    
FiftyOne (πŸ₯ˆ34 Β· ⭐ 6.4K) - Visualize, create, and debug image and video datasets.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 460 Β· πŸ“¦ 500 Β· πŸ“‹ 1.5K - 32% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/voxel51/fiftyone
    
  • PyPi (πŸ“₯ 47K / month Β· πŸ“¦ 11 Β· ⏱️ 25.01.2024):

    ip install fiftyone
    
Graphviz (πŸ₯ˆ34 Β· ⭐ 1.5K) - Simple Python interface for Graphviz. MIT
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 200 Β· πŸ“¦ 61K Β· πŸ“‹ 170 - 5% open Β· ⏱️ 04.12.2023):

    it clone https://github.com/xflr6/graphviz
    
  • PyPi (πŸ“₯ 7.4M / month Β· πŸ“¦ 3.5K Β· ⏱️ 23.07.2022):

    ip install graphviz
    
  • Conda (πŸ“₯ 43K Β· ⏱️ 06.12.2023):

    onda install -c anaconda python-graphviz
    
mpld3 (πŸ₯ˆ33 Β· ⭐ 2.3K) - D3 Renderings of Matplotlib Graphics. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 360 Β· πŸ“¦ 5.5K Β· πŸ“‹ 360 - 59% open Β· ⏱️ 23.12.2023):

    it clone https://github.com/mpld3/mpld3
    
  • PyPi (πŸ“₯ 630K / month Β· πŸ“¦ 410 Β· ⏱️ 23.12.2023):

    ip install mpld3
    
  • Conda (πŸ“₯ 190K Β· ⏱️ 23.12.2023):

    onda install -c conda-forge mpld3
    
  • npm (πŸ“₯ 610 / month Β· πŸ“¦ 9 Β· ⏱️ 23.12.2023):

    pm install mpld3
    
cartopy (πŸ₯ˆ33 Β· ⭐ 1.3K) - Cartopy - a cartographic python library with matplotlib support. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 360 Β· πŸ“¦ 4.4K Β· πŸ“‹ 1.2K - 25% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/SciTools/cartopy
    
  • PyPi (πŸ“₯ 200K / month Β· πŸ“¦ 460 Β· ⏱️ 05.08.2023):

    ip install cartopy
    
  • Conda (πŸ“₯ 3.4M Β· ⏱️ 24.10.2023):

    onda install -c conda-forge cartopy
    
UMAP (πŸ₯ˆ32 Β· ⭐ 6.8K) - Uniform Manifold Approximation and Projection. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 760 Β· πŸ“¦ 1 Β· πŸ“‹ 770 - 57% open Β· ⏱️ 12.02.2024):

    it clone https://github.com/lmcinnes/umap
    
  • PyPi (πŸ“₯ 930K / month Β· πŸ“¦ 560 Β· ⏱️ 18.11.2023):

    ip install umap-learn
    
  • Conda (πŸ“₯ 2.3M Β· ⏱️ 04.02.2024):

    onda install -c conda-forge umap-learn
    
datashader (πŸ₯ˆ32 Β· ⭐ 3.2K) - Quickly and accurately render even the largest data. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 55 Β· πŸ”€ 370 Β· πŸ“¦ 3.6K Β· πŸ“‹ 570 - 23% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/holoviz/datashader
    
  • PyPi (πŸ“₯ 420K / month Β· πŸ“¦ 140 Β· ⏱️ 31.10.2023):

    ip install datashader
    
  • Conda (πŸ“₯ 760K Β· ⏱️ 27.10.2023):

    onda install -c conda-forge datashader
    
Perspective (πŸ₯ˆ31 Β· ⭐ 7.2K) - A data visualization and analytics component, especially.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 93 Β· πŸ”€ 930 Β· πŸ“₯ 2.2K Β· πŸ“¦ 110 Β· πŸ“‹ 720 - 12% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/finos/perspective
    
  • PyPi (πŸ“₯ 7K / month Β· πŸ“¦ 15 Β· ⏱️ 29.11.2023):

    ip install perspective-python
    
  • Conda (πŸ“₯ 520K Β· ⏱️ 04.12.2023):

    onda install -c conda-forge perspective
    
  • npm (πŸ“₯ 490 / month Β· πŸ“¦ 3 Β· ⏱️ 29.11.2023):

    pm install @finos/perspective-jupyterlab
    
D-Tale (πŸ₯ˆ31 Β· ⭐ 4.4K) - Visualizer for pandas data structures. ❗️LGPL-2.1
  • GitHub (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 370 Β· πŸ“¦ 1K Β· πŸ“‹ 570 - 10% open Β· ⏱️ 31.01.2024):

    it clone https://github.com/man-group/dtale
    
  • PyPi (πŸ“₯ 100K / month Β· πŸ“¦ 23 Β· ⏱️ 31.01.2024):

    ip install dtale
    
  • Conda (πŸ“₯ 270K Β· ⏱️ 31.01.2024):

    onda install -c conda-forge dtale
    
lets-plot (πŸ₯ˆ31 Β· ⭐ 1.4K) - Multiplatform plotting library based on Grammar of Graphics. MIT
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 46 Β· πŸ“₯ 600 Β· πŸ“¦ 58 Β· πŸ“‹ 500 - 25% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/JetBrains/lets-plot
    
  • PyPi (πŸ“₯ 26K / month Β· πŸ“¦ 2 Β· ⏱️ 28.12.2023):

    ip install lets-plot
    
hvPlot (πŸ₯ˆ31 Β· ⭐ 900) - A high-level plotting API for pandas, dask, xarray, and networkx built on.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 94 Β· πŸ“¦ 4.4K Β· πŸ“‹ 720 - 44% open Β· ⏱️ 08.02.2024):

    it clone https://github.com/holoviz/hvplot
    
  • PyPi (πŸ“₯ 150K / month Β· πŸ“¦ 110 Β· ⏱️ 29.01.2024):

    ip install hvplot
    
  • Conda (πŸ“₯ 530K Β· ⏱️ 30.01.2024):

    onda install -c conda-forge hvplot
    
bqplot (πŸ₯‰30 Β· ⭐ 3.5K) - Plotting library for IPython/Jupyter notebooks. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 64 Β· πŸ”€ 470 Β· πŸ“¦ 55 Β· πŸ“‹ 620 - 40% open Β· ⏱️ 04.10.2023):

    it clone https://github.com/bqplot/bqplot
    
  • PyPi (πŸ“₯ 130K / month Β· πŸ“¦ 110 Β· ⏱️ 17.10.2023):

    ip install bqplot
    
  • Conda (πŸ“₯ 1.3M Β· ⏱️ 06.11.2023):

    onda install -c conda-forge bqplot
    
  • npm (πŸ“₯ 3.1K / month Β· πŸ“¦ 17 Β· ⏱️ 17.10.2023):

    pm install bqplot
    
Facets Overview (πŸ₯‰28 Β· ⭐ 7.3K Β· πŸ’€) - Visualizations for machine learning datasets. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 910 Β· πŸ“¦ 210 Β· πŸ“‹ 160 - 50% open Β· ⏱️ 24.05.2023):

    it clone https://github.com/pair-code/facets
    
  • PyPi (πŸ“₯ 180K / month Β· πŸ“¦ 8 Β· ⏱️ 24.05.2023):

    ip install facets-overview
    
missingno (πŸ₯‰28 Β· ⭐ 3.8K Β· πŸ’€) - Missing data visualization module for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 460 Β· πŸ“¦ 15K Β· πŸ“‹ 130 - 6% open Β· ⏱️ 26.02.2023):

    it clone https://github.com/ResidentMario/missingno
    
  • PyPi (πŸ“₯ 290K / month Β· πŸ“¦ 140 Β· ⏱️ 26.02.2023):

    ip install missingno
    
  • Conda (πŸ“₯ 320K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge missingno
    
AutoViz (πŸ₯‰28 Β· ⭐ 1.6K) - Automatically Visualize any dataset, any size with a single line of.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 190 Β· πŸ“¦ 610 Β· πŸ“‹ 85 - 2% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/AutoViML/AutoViz
    
  • PyPi (πŸ“₯ 29K / month Β· πŸ“¦ 7 Β· ⏱️ 14.02.2024):

    ip install autoviz
    
  • Conda (πŸ“₯ 47K Β· ⏱️ 12.01.2024):

    onda install -c conda-forge autoviz
    
data-validation (πŸ₯‰28 Β· ⭐ 740) - Library for exploring and validating machine learning.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 160 Β· πŸ“₯ 640 Β· πŸ“¦ 810 Β· πŸ“‹ 180 - 19% open Β· ⏱️ 06.02.2024):

    it clone https://github.com/tensorflow/data-validation
    
  • PyPi (πŸ“₯ 200K / month Β· πŸ“¦ 30 Β· ⏱️ 14.08.2023):

    ip install tensorflow-data-validation
    
Sweetviz (πŸ₯‰27 Β· ⭐ 2.8K) - Visualize and compare datasets, target values and associations, with one.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 260 Β· πŸ“¦ 2K Β· πŸ“‹ 130 - 25% open Β· ⏱️ 29.11.2023):

    it clone https://github.com/fbdesignpro/sweetviz
    
  • PyPi (πŸ“₯ 62K / month Β· πŸ“¦ 20 Β· ⏱️ 29.11.2023):

    ip install sweetviz
    
  • Conda (πŸ“₯ 27K Β· ⏱️ 04.12.2023):

    onda install -c conda-forge sweetviz
    
Chartify (πŸ₯‰26 Β· ⭐ 3.4K) - Python library that makes it easy for data scientists to create.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 310 Β· πŸ“¦ 76 Β· πŸ“‹ 80 - 60% open Β· ⏱️ 12.10.2023):

    it clone https://github.com/spotify/chartify
    
  • PyPi (πŸ“₯ 7K / month Β· πŸ“¦ 10 Β· ⏱️ 12.10.2023):

    ip install chartify
    
  • Conda (πŸ“₯ 30K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge chartify
    
openTSNE (πŸ₯‰26 Β· ⭐ 1.3K) - Extensible, parallel implementations of t-SNE. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 160 Β· πŸ“¦ 740 Β· πŸ“‹ 130 - 1% open Β· ⏱️ 29.11.2023):

    it clone https://github.com/pavlin-policar/openTSNE
    
  • PyPi (πŸ“₯ 30K / month Β· πŸ“¦ 18 Β· ⏱️ 29.11.2023):

    ip install opentsne
    
  • Conda (πŸ“₯ 240K Β· ⏱️ 29.11.2023):

    onda install -c conda-forge opentsne
    
pythreejs (πŸ₯‰26 Β· ⭐ 920 Β· πŸ’€) - A Jupyter - Three.js bridge. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 180 Β· πŸ“¦ 30 Β· πŸ“‹ 240 - 25% open Β· ⏱️ 20.02.2023):

    it clone https://github.com/jupyter-widgets/pythreejs
    
  • PyPi (πŸ“₯ 50K / month Β· πŸ“¦ 59 Β· ⏱️ 20.02.2023):

    ip install pythreejs
    
  • Conda (πŸ“₯ 520K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge pythreejs
    
  • npm (πŸ“₯ 3.3K / month Β· πŸ“¦ 12 Β· ⏱️ 20.02.2023):

    pm install jupyter-threejs
    
Plotly-Resampler (πŸ₯‰26 Β· ⭐ 900) - Visualize large time series data with plotly.py. MIT
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 59 Β· πŸ“¦ 840 Β· πŸ“‹ 150 - 28% open Β· ⏱️ 05.02.2024):

    it clone https://github.com/predict-idlab/plotly-resampler
    
  • PyPi (πŸ“₯ 410K / month Β· πŸ“¦ 11 Β· ⏱️ 14.01.2024):

    ip install plotly-resampler
    
  • Conda (πŸ“₯ 34K Β· ⏱️ 23.01.2024):

    onda install -c conda-forge plotly-resampler
    
HiPlot (πŸ₯‰25 Β· ⭐ 2.7K Β· πŸ’€) - HiPlot makes understanding high dimensional data easy. MIT
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 140 Β· πŸ“¦ 370 Β· πŸ“‹ 91 - 19% open Β· ⏱️ 19.07.2023):

    it clone https://github.com/facebookresearch/hiplot
    
  • PyPi (πŸ“₯ 23K / month Β· πŸ“¦ 15 Β· ⏱️ 05.07.2022):

    ip install hiplot
    
  • Conda (πŸ“₯ 180K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge hiplot
    
Multicore-TSNE (πŸ₯‰24 Β· ⭐ 1.8K) - Parallel t-SNE implementation with Python and Torch.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 230 Β· πŸ“¦ 430 Β· πŸ“‹ 69 - 65% open Β· ⏱️ 06.02.2024):

    it clone https://github.com/DmitryUlyanov/Multicore-TSNE
    
  • PyPi (πŸ“₯ 1.8K / month Β· πŸ“¦ 22 Β· ⏱️ 09.01.2019):

    ip install MulticoreTSNE
    
  • Conda (πŸ“₯ 32K Β· ⏱️ 11.10.2023):

    onda install -c conda-forge multicore-tsne
    
Pandas-Bokeh (πŸ₯‰23 Β· ⭐ 870 Β· πŸ’€) - Bokeh Plotting Backend for Pandas and GeoPandas. MIT
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 110 Β· πŸ“¦ 580 Β· πŸ“‹ 100 - 33% open Β· ⏱️ 06.03.2023):

    it clone https://github.com/PatrikHlobil/Pandas-Bokeh
    
  • PyPi (πŸ“₯ 23K / month Β· πŸ“¦ 12 Β· ⏱️ 11.04.2021):

    ip install pandas-bokeh
    
python-ternary (πŸ₯‰23 Β· ⭐ 680) - Ternary plotting library for python with matplotlib. MIT
  • GitHub (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 160 Β· πŸ“₯ 25 Β· πŸ“¦ 160 Β· πŸ“‹ 140 - 24% open Β· ⏱️ 26.09.2023):

    it clone https://github.com/marcharper/python-ternary
    
  • PyPi (πŸ“₯ 42K / month Β· πŸ“¦ 27 Β· ⏱️ 17.02.2021):

    ip install python-ternary
    
  • Conda (πŸ“₯ 79K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge python-ternary
    
vega (πŸ₯‰23 Β· ⭐ 370) - IPython/Jupyter notebook module for Vega and Vega-Lite. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 62 Β· πŸ“¦ 4 Β· πŸ“‹ 100 - 12% open Β· ⏱️ 01.02.2024):

    it clone https://github.com/vega/ipyvega
    
  • PyPi (πŸ“₯ 33K / month Β· πŸ“¦ 83 Β· ⏱️ 12.04.2023):

    ip install vega
    
  • Conda (πŸ“₯ 580K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge vega
    
Popmon (πŸ₯‰21 Β· ⭐ 480 Β· πŸ’€) - Monitor the stability of a Pandas or Spark dataframe. MIT
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 35 Β· πŸ“₯ 140 Β· πŸ“¦ 20 Β· πŸ“‹ 55 - 27% open Β· ⏱️ 18.07.2023):

    it clone https://github.com/ing-bank/popmon
    
  • PyPi (πŸ“₯ 16K / month Β· πŸ“¦ 2 Β· ⏱️ 18.07.2023):

    ip install popmon
    
PDPbox (πŸ₯‰20 Β· ⭐ 800 Β· πŸ’€) - python partial dependence plot toolbox. MIT
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 130 Β· πŸ“‹ 66 - 40% open Β· ⏱️ 05.06.2023):

    it clone https://github.com/SauceCat/PDPbox
    
  • PyPi (πŸ“₯ 27K / month Β· πŸ“¦ 26 Β· ⏱️ 14.03.2021):

    ip install pdpbox
    
  • Conda (πŸ“₯ 20K Β· ⏱️ 10.06.2023):

    onda install -c conda-forge pdpbox
    
ivis (πŸ₯‰18 Β· ⭐ 310) - Dimensionality reduction in very large datasets using Siamese.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 42 Β· πŸ“¦ 31 Β· πŸ“‹ 59 - 5% open Β· ⏱️ 09.11.2023):

    it clone https://github.com/beringresearch/ivis
    
  • PyPi (πŸ“₯ 340 / month Β· πŸ“¦ 2 Β· ⏱️ 10.03.2022):

    ip install ivis
    
Show 12 hidden projects...
  • Cufflinks (πŸ₯‰29 Β· ⭐ 2.9K Β· πŸ’€) - Productivity Tools for Plotly + Pandas. MIT
  • HyperTools (πŸ₯‰25 Β· ⭐ 1.8K Β· πŸ’€) - A Python toolbox for gaining geometric insights into high-.. MIT
  • PandasGUI (πŸ₯‰24 Β· ⭐ 3.1K) - A GUI for Pandas DataFrames. ❗️MIT-0
  • pivottablejs (πŸ₯‰23 Β· ⭐ 640 Β· πŸ’€) - Dragndrop Pivot Tables and Charts for Jupyter/IPython.. MIT
  • joypy (πŸ₯‰21 Β· ⭐ 520 Β· πŸ’€) - Joyplots in Python with matplotlib & pandas. MIT
  • vegafusion (πŸ₯‰21 Β· ⭐ 280) - Serverside scaling for Vega and Altair visualizations. BSD-3
  • PyWaffle (πŸ₯‰20 Β· ⭐ 570 Β· πŸ’€) - Make Waffle Charts in Python. MIT
  • animatplot (πŸ₯‰18 Β· ⭐ 410 Β· πŸ’€) - A python package for animating plots build on matplotlib. MIT
  • pdvega (πŸ₯‰16 Β· ⭐ 340 Β· πŸ’€) - Interactive plotting for Pandas using Vega-Lite. MIT
  • data-describe (πŸ₯‰15 Β· ⭐ 300 Β· πŸ’€) - datadescribe: Pythonic EDA Accelerator for Data Science. Apache-2
  • nx-altair (πŸ₯‰15 Β· ⭐ 220 Β· πŸ’€) - Draw interactive NetworkX graphs with Altair. MIT
  • nptsne (πŸ₯‰12 Β· ⭐ 32 Β· πŸ’€) - nptsne is a numpy compatible python binary package that offers a.. Apache-2

Text Data & NLP

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Libraries for processing, cleaning, manipulating, and analyzing text data as well as libraries for NLP tasks such as language detection, fuzzy matching, classification, seq2seq learning, conversational AI, keyword extraction, and translation.

transformers (πŸ₯‡50 Β· ⭐ 120K) - Transformers: State-of-the-art Machine Learning for.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 2.4K Β· πŸ”€ 23K Β· πŸ“¦ 140K Β· πŸ“‹ 14K - 5% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/huggingface/transformers
    
  • PyPi (πŸ“₯ 22M / month):

    ip install transformers
    
  • Conda (πŸ“₯ 1.5M Β· ⏱️ 08.02.2024):

    onda install -c conda-forge transformers
    
spaCy (πŸ₯‡44 Β· ⭐ 28K) - Industrial-strength Natural Language Processing (NLP) in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 750 Β· πŸ”€ 4.4K Β· πŸ“¦ 80K Β· πŸ“‹ 5.6K - 1% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/explosion/spaCy
    
  • PyPi (πŸ“₯ 6.2M / month Β· πŸ“¦ 3K Β· ⏱️ 06.02.2024):

    ip install spacy
    
  • Conda (πŸ“₯ 3.3M Β· ⏱️ 05.11.2023):

    onda install -c conda-forge spacy
    
nltk (πŸ₯‡42 Β· ⭐ 13K) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 450 Β· πŸ”€ 2.7K Β· πŸ“¦ 250K Β· πŸ“‹ 1.8K - 14% open Β· ⏱️ 29.01.2024):

    it clone https://github.com/nltk/nltk
    
  • PyPi (πŸ“₯ 13M / month):

    ip install nltk
    
  • Conda (πŸ“₯ 2.4M Β· ⏱️ 16.06.2023):

    onda install -c conda-forge nltk
    
sentence-transformers (πŸ₯‡40 Β· ⭐ 13K) - Multilingual Sentence & Image Embeddings with BERT. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 2.3K Β· πŸ“¦ 24K Β· πŸ“‹ 1.9K - 52% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/UKPLab/sentence-transformers
    
  • PyPi (πŸ“₯ 3.6M / month Β· πŸ“¦ 700 Β· ⏱️ 30.01.2024):

    ip install sentence-transformers
    
  • Conda (πŸ“₯ 200K Β· ⏱️ 31.01.2024):

    onda install -c conda-forge sentence-transformers
    
Rasa (πŸ₯‡39 Β· ⭐ 18K) - Open source machine learning framework to automate text- and voice-.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 590 Β· πŸ”€ 4.3K Β· πŸ“¦ 3.9K Β· πŸ“‹ 6.6K - 0% open Β· ⏱️ 29.11.2023):

    it clone https://github.com/RasaHQ/rasa
    
  • PyPi (πŸ“₯ 170K / month):

    ip install rasa
    
gensim (πŸ₯‡39 Β· ⭐ 15K) - Topic Modelling for Humans. ❗️LGPL-2.1
  • GitHub (πŸ‘¨β€πŸ’» 450 Β· πŸ”€ 4.4K Β· πŸ“₯ 4.6K Β· πŸ“¦ 56K Β· πŸ“‹ 1.8K - 20% open Β· ⏱️ 08.02.2024):

    it clone https://github.com/RaRe-Technologies/gensim
    
  • PyPi (πŸ“₯ 3.9M / month Β· πŸ“¦ 3.2K Β· ⏱️ 24.08.2023):

    ip install gensim
    
  • Conda (πŸ“₯ 1.2M Β· ⏱️ 08.02.2024):

    onda install -c conda-forge gensim
    
Tokenizers (πŸ₯‡38 Β· ⭐ 8.1K) - Fast State-of-the-Art Tokenizers optimized for Research and.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 87 Β· πŸ”€ 660 Β· πŸ“₯ 33 Β· πŸ“¦ 60K Β· πŸ“‹ 880 - 20% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/huggingface/tokenizers
    
  • PyPi (πŸ“₯ 18M / month):

    ip install tokenizers
    
  • Conda (πŸ“₯ 1.4M Β· ⏱️ 12.02.2024):

    onda install -c conda-forge tokenizers
    
litellm (πŸ₯‡38 Β· ⭐ 5.4K) - Call all LLM APIs using the OpenAI format. Use.. MIT o t h e r s
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 540 Β· πŸ“¦ 910 Β· πŸ“‹ 1.5K - 19% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/BerriAI/litellm
    
  • PyPi (πŸ“₯ 290K / month Β· πŸ“¦ 70 Β· ⏱️ 15.02.2024):

    ip install litellm
    
fairseq (πŸ₯‡36 Β· ⭐ 29K) - Facebook AI Research Sequence-to-Sequence Toolkit written in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 420 Β· πŸ”€ 6K Β· πŸ“₯ 330 Β· πŸ“¦ 2.7K Β· πŸ“‹ 4.1K - 26% open Β· ⏱️ 24.01.2024):

    it clone https://github.com/facebookresearch/fairseq
    
  • PyPi (πŸ“₯ 480K / month):

    ip install fairseq
    
  • Conda (πŸ“₯ 60K Β· ⏱️ 03.12.2023):

    onda install -c conda-forge fairseq
    
haystack (πŸ₯‡36 Β· ⭐ 13K) - LLM orchestration framework to build customizable, production-ready.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 1.6K Β· πŸ“₯ 23 Β· πŸ“¦ 110 Β· πŸ“‹ 3K - 12% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/deepset-ai/haystack
    
  • PyPi (πŸ“₯ 2.8K / month Β· πŸ“¦ 87 Β· ⏱️ 15.12.2021):

    ip install haystack
    
sentencepiece (πŸ₯‡36 Β· ⭐ 9K) - Unsupervised text tokenizer for Neural Network-based text.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 83 Β· πŸ”€ 1K Β· πŸ“₯ 34K Β· πŸ“¦ 55K Β· πŸ“‹ 700 - 4% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/google/sentencepiece
    
  • PyPi (πŸ“₯ 12M / month):

    ip install sentencepiece
    
  • Conda (πŸ“₯ 720K Β· ⏱️ 23.01.2024):

    onda install -c conda-forge sentencepiece
    
spark-nlp (πŸ₯‡36 Β· ⭐ 3.6K) - State of the Art Natural Language Processing. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 690 Β· πŸ“¦ 390 Β· πŸ“‹ 850 - 5% open Β· ⏱️ 04.02.2024):

    it clone https://github.com/JohnSnowLabs/spark-nlp
    
  • PyPi (πŸ“₯ 3.9M / month Β· πŸ“¦ 32 Β· ⏱️ 18.01.2024):

    ip install spark-nlp
    
fastText (πŸ₯ˆ35 Β· ⭐ 25K) - Library for fast text representation and classification. MIT
  • GitHub (πŸ‘¨β€πŸ’» 68 Β· πŸ”€ 4.5K Β· πŸ“¦ 5.6K Β· πŸ“‹ 1.1K - 43% open Β· ⏱️ 09.01.2024):

    it clone https://github.com/facebookresearch/fastText
    
  • PyPi (πŸ“₯ 900K / month):

    ip install fasttext
    
  • Conda (πŸ“₯ 75K Β· ⏱️ 26.09.2023):

    onda install -c conda-forge fasttext
    
NeMo (πŸ₯ˆ35 Β· ⭐ 9.3K) - NeMo: a toolkit for conversational AI. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 270 Β· πŸ”€ 2K Β· πŸ“₯ 84K Β· πŸ“¦ 21 Β· πŸ“‹ 2K - 6% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/NVIDIA/NeMo
    
  • PyPi (πŸ“₯ 55K / month Β· πŸ“¦ 10 Β· ⏱️ 10.01.2024):

    ip install nemo-toolkit
    
TextBlob (πŸ₯ˆ34 Β· ⭐ 8.8K Β· πŸ’€) - Simple, Pythonic, text processing--Sentiment analysis, part-of-.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 1.1K Β· πŸ“₯ 110 Β· πŸ“¦ 36K Β· πŸ“‹ 260 - 40% open Β· ⏱️ 11.03.2023):

    it clone https://github.com/sloria/TextBlob
    
  • PyPi (πŸ“₯ 600K / month):

    ip install textblob
    
  • Conda (πŸ“₯ 240K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge textblob
    
OpenNMT (πŸ₯ˆ34 Β· ⭐ 6.5K) - Open Source Neural Machine Translation and (Large) Language Models.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 2.1K Β· πŸ“¦ 250 Β· πŸ“‹ 1.4K - 0% open Β· ⏱️ 01.02.2024):

    it clone https://github.com/OpenNMT/OpenNMT-py
    
  • PyPi (πŸ“₯ 5.7K / month):

    ip install OpenNMT-py
    
TensorFlow Text (πŸ₯ˆ34 Β· ⭐ 1.2K) - Making text a first-class citizen in TensorFlow. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 310 Β· πŸ“¦ 6.4K Β· πŸ“‹ 240 - 30% open Β· ⏱️ 31.01.2024):

    it clone https://github.com/tensorflow/text
    
  • PyPi (πŸ“₯ 5.5M / month):

    ip install tensorflow-text
    
rubrix (πŸ₯ˆ33 Β· ⭐ 2.9K) - Argilla: the open-source feedback platform for LLMs. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 79 Β· πŸ”€ 290 Β· πŸ“¦ 2.3K Β· πŸ“‹ 1.8K - 10% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/recognai/rubrix
    
  • PyPi (πŸ“₯ 660 / month Β· ⏱️ 24.10.2022):

    ip install rubrix
    
  • Conda (πŸ“₯ 29K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge rubrix
    
DeepPavlov (πŸ₯ˆ32 Β· ⭐ 6.5K) - An open source library for deep learning end-to-end dialog.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 76 Β· πŸ”€ 1.1K Β· πŸ“¦ 370 Β· πŸ“‹ 630 - 3% open Β· ⏱️ 27.12.2023):

    it clone https://github.com/deepmipt/DeepPavlov
    
  • PyPi (πŸ“₯ 11K / month):

    ip install deeppavlov
    
snowballstemmer (πŸ₯ˆ31 Β· ⭐ 710 Β· πŸ“ˆ) - Snowball compiler and stemming algorithms. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 170 Β· πŸ“¦ 5 Β· πŸ“‹ 90 - 34% open Β· ⏱️ 30.01.2024):

    it clone https://github.com/snowballstem/snowball
    
  • PyPi (πŸ“₯ 11M / month Β· πŸ“¦ 6.8K Β· ⏱️ 16.11.2021):

    ip install snowballstemmer
    
  • Conda (πŸ“₯ 7.6M Β· ⏱️ 16.06.2023):

    onda install -c conda-forge snowballstemmer
    
ParlAI (πŸ₯ˆ30 Β· ⭐ 10K) - A framework for training and evaluating AI models on a variety of.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 2.1K Β· πŸ“¦ 21 Β· πŸ“‹ 1.5K - 3% open Β· ⏱️ 03.11.2023):

    it clone https://github.com/facebookresearch/ParlAI
    
  • PyPi (πŸ“₯ 8K / month Β· πŸ“¦ 5 Β· ⏱️ 20.09.2022):

    ip install parlai
    
Dedupe (πŸ₯ˆ30 Β· ⭐ 3.9K) - A python library for accurate and scalable fuzzy matching, record.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 70 Β· πŸ”€ 520 Β· πŸ“¦ 320 Β· πŸ“‹ 800 - 8% open Β· ⏱️ 19.12.2023):

    it clone https://github.com/dedupeio/dedupe
    
  • PyPi (πŸ“₯ 67K / month):

    ip install dedupe
    
  • Conda (πŸ“₯ 43K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge dedupe
    
torchtext (πŸ₯ˆ30 Β· ⭐ 3.4K) - Models, data loaders and abstractions for language processing,.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 790 Β· πŸ“‹ 780 - 34% open Β· ⏱️ 08.02.2024):

    it clone https://github.com/pytorch/text
    
  • PyPi (πŸ“₯ 530K / month):

    ip install torchtext
    
TextDistance (πŸ₯ˆ30 Β· ⭐ 3.3K) - Compute distance between sequences. 30+ algorithms, pure python.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 250 Β· πŸ“₯ 980 Β· πŸ“¦ 5.7K Β· ⏱️ 29.12.2023):

    it clone https://github.com/life4/textdistance
    
  • PyPi (πŸ“₯ 560K / month Β· πŸ“¦ 69 Β· ⏱️ 29.12.2023):

    ip install textdistance
    
  • Conda (πŸ“₯ 510K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge textdistance
    
jellyfish (πŸ₯ˆ30 Β· ⭐ 2K) - a python library for doing approximate and phonetic matching of strings. MIT
  • GitHub (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 160 Β· πŸ“¦ 8.1K Β· πŸ“‹ 130 - 3% open Β· ⏱️ 17.11.2023):

    it clone https://github.com/jamesturk/jellyfish
    
  • PyPi (πŸ“₯ 2.6M / month):

    ip install jellyfish
    
  • Conda (πŸ“₯ 790K Β· ⏱️ 17.11.2023):

    onda install -c conda-forge jellyfish
    
spacy-transformers (πŸ₯ˆ30 Β· ⭐ 1.3K) - Use pretrained transformers like BERT, XLNet and GPT-2.. MIT spacy
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 160 Β· πŸ“¦ 1.5K Β· ⏱️ 19.12.2023):

    it clone https://github.com/explosion/spacy-transformers
    
  • PyPi (πŸ“₯ 190K / month Β· πŸ“¦ 45 Β· ⏱️ 19.12.2023):

    ip install spacy-transformers
    
  • Conda (πŸ“₯ 27K Β· ⏱️ 19.12.2023):

    onda install -c conda-forge spacy-transformers
    
Sumy (πŸ₯ˆ29 Β· ⭐ 3.4K) - Module for automatic summarization of text documents and HTML pages. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 520 Β· πŸ“¦ 2.5K Β· πŸ“‹ 120 - 15% open Β· ⏱️ 11.02.2024):

    it clone https://github.com/miso-belica/sumy
    
  • PyPi (πŸ“₯ 69K / month Β· πŸ“¦ 110 Β· ⏱️ 23.10.2022):

    ip install sumy
    
  • Conda (πŸ“₯ 7.4K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge sumy
    
qdrant (πŸ₯ˆ28 Β· ⭐ 16K) - Qdrant - High-performance, massive-scale Vector Database for the next.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 80 Β· πŸ”€ 980 Β· πŸ“₯ 12K Β· πŸ“‹ 1K - 22% open Β· ⏱️ 02.02.2024):

    it clone https://github.com/qdrant/qdrant
    
SciSpacy (πŸ₯ˆ28 Β· ⭐ 1.6K) - A full spaCy pipeline and models for scientific/biomedical documents. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 210 Β· πŸ“¦ 840 Β· πŸ“‹ 300 - 9% open Β· ⏱️ 20.10.2023):

    it clone https://github.com/allenai/scispacy
    
  • PyPi (πŸ“₯ 29K / month):

    ip install scispacy
    
CLTK (πŸ₯ˆ28 Β· ⭐ 810) - The Classical Language Toolkit. MIT
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 320 Β· πŸ“₯ 54 Β· πŸ“¦ 260 Β· πŸ“‹ 560 - 6% open Β· ⏱️ 06.02.2024):

    it clone https://github.com/cltk/cltk
    
  • PyPi (πŸ“₯ 1.8K / month):

    ip install cltk
    
Ciphey (πŸ₯ˆ27 Β· ⭐ 15K) - Automatically decrypt encryptions without knowing the key or cipher, decode.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 940 Β· πŸ“‹ 320 - 16% open Β· ⏱️ 12.10.2023):

    it clone https://github.com/Ciphey/Ciphey
    
  • PyPi (πŸ“₯ 48K / month):

    ip install ciphey
    
  • Docker Hub (πŸ“₯ 22K Β· ⭐ 15 Β· ⏱️ 14.10.2023):

    ocker pull remnux/ciphey
    
DeepKE (πŸ₯ˆ27 Β· ⭐ 2.7K) - An Open Toolkit for Knowledge Graph Extraction and Construction.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 600 Β· πŸ“¦ 20 Β· πŸ“‹ 380 - 0% open Β· ⏱️ 27.01.2024):

    it clone https://github.com/zjunlp/deepke
    
  • PyPi (πŸ“₯ 700 / month Β· ⏱️ 21.09.2023):

    ip install deepke
    
OpenPrompt (πŸ₯‰26 Β· ⭐ 4K Β· πŸ’€) - An Open-Source Framework for Prompt-Learning. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 420 Β· πŸ“¦ 98 Β· πŸ“‹ 250 - 29% open Β· ⏱️ 06.05.2023):

    it clone https://github.com/thunlp/OpenPrompt
    
  • PyPi (πŸ“₯ 2.6K / month Β· πŸ“¦ 2 Β· ⏱️ 06.07.2022):

    ip install openprompt
    
PyTextRank (πŸ₯‰26 Β· ⭐ 2.1K) - Python implementation of TextRank algorithms (textgraphs) for phrase.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 310 Β· πŸ“¦ 580 Β· πŸ“‹ 99 - 8% open Β· ⏱️ 22.08.2023):

    it clone https://github.com/DerwenAI/pytextrank
    
  • PyPi (πŸ“₯ 42K / month):

    ip install pytextrank
    
detoxify (πŸ₯‰25 Β· ⭐ 800) - Trained models & code to predict toxic comments on all 3 Jigsaw.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 100 Β· πŸ“₯ 380K Β· πŸ“¦ 530 Β· πŸ“‹ 62 - 56% open Β· ⏱️ 01.02.2024):

    it clone https://github.com/unitaryai/detoxify
    
  • PyPi (πŸ“₯ 33K / month Β· πŸ“¦ 15 Β· ⏱️ 01.02.2024):

    ip install detoxify
    
promptsource (πŸ₯‰24 Β· ⭐ 2.4K) - Toolkit for creating, sharing and using natural language.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 310 Β· πŸ“¦ 86 Β· πŸ“‹ 200 - 24% open Β· ⏱️ 23.10.2023):

    it clone https://github.com/bigscience-workshop/promptsource
    
  • PyPi (πŸ“₯ 520 / month Β· πŸ“¦ 1 Β· ⏱️ 18.04.2022):

    ip install promptsource
    
pytorch-nlp (πŸ₯‰24 Β· ⭐ 2.2K Β· πŸ’€) - Basic Utilities for PyTorch Natural Language Processing.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 260 Β· πŸ“¦ 640 Β· πŸ“‹ 69 - 27% open Β· ⏱️ 04.07.2023):

    it clone https://github.com/PetrochukM/PyTorch-NLP
    
  • PyPi (πŸ“₯ 5.7K / month Β· πŸ“¦ 19 Β· ⏱️ 04.11.2019):

    ip install pytorch-nlp
    
scattertext (πŸ₯‰24 Β· ⭐ 2.2K) - Beautiful visualizations of how language differs among document.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 280 Β· πŸ“¦ 490 Β· πŸ“‹ 99 - 21% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/JasonKessler/scattertext
    
  • PyPi (πŸ“₯ 12K / month):

    ip install scattertext
    
  • Conda (πŸ“₯ 86K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge scattertext
    
sense2vec (πŸ₯‰24 Β· ⭐ 1.6K Β· πŸ’€) - Contextually-keyed word vectors. MIT
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 240 Β· πŸ“₯ 62K Β· πŸ“¦ 320 Β· πŸ“‹ 110 - 19% open Β· ⏱️ 20.04.2023):

    it clone https://github.com/explosion/sense2vec
    
  • PyPi (πŸ“₯ 1.6K / month Β· πŸ“¦ 14 Β· ⏱️ 19.04.2021):

    ip install sense2vec
    
  • Conda (πŸ“₯ 36K Β· ⏱️ 22.09.2023):

    onda install -c conda-forge sense2vec
    
T5 (πŸ₯‰23 Β· ⭐ 5.7K) - Code for the paper Exploring the Limits of Transfer Learning with a.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 58 Β· πŸ”€ 730 Β· πŸ“‹ 400 - 14% open Β· ⏱️ 23.01.2024):

    it clone https://github.com/google-research/text-to-text-transfer-transformer
    
  • PyPi (πŸ“₯ 14K / month):

    ip install t5
    
Texthero (πŸ₯‰23 Β· ⭐ 2.9K) - Text preprocessing, representation and visualization from zero to hero. MIT
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 240 Β· πŸ“₯ 120 Β· πŸ“‹ 140 - 55% open Β· ⏱️ 29.08.2023):

    it clone https://github.com/jbesomi/texthero
    
  • PyPi (πŸ“₯ 9.6K / month Β· πŸ“¦ 6 Β· ⏱️ 01.07.2021):

    ip install texthero
    
fast-bert (πŸ₯‰23 Β· ⭐ 1.8K) - Super easy library for BERT based NLP models. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 340 Β· πŸ“‹ 260 - 62% open Β· ⏱️ 30.01.2024):

    it clone https://github.com/utterworks/fast-bert
    
  • PyPi (πŸ“₯ 1.7K / month Β· πŸ“¦ 2 Β· ⏱️ 30.01.2024):

    ip install fast-bert
    
YouTokenToMe (πŸ₯‰23 Β· ⭐ 930 Β· πŸ’€) - Unsupervised text tokenizer focused on computational efficiency. MIT
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 82 Β· πŸ“¦ 600 Β· πŸ“‹ 60 - 53% open Β· ⏱️ 29.03.2023):

    it clone https://github.com/vkcom/youtokentome
    
  • PyPi (πŸ“₯ 46K / month):

    ip install youtokentome
    
  • Conda (πŸ“₯ 41K Β· ⏱️ 27.09.2023):

    onda install -c conda-forge youtokentome
    
happy-transformer (πŸ₯‰23 Β· ⭐ 490) - Happy Transformer makes it easy to fine-tune and.. Apache-2 huggingface
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 64 Β· πŸ“¦ 220 Β· πŸ“‹ 130 - 14% open Β· ⏱️ 10.08.2023):

    it clone https://github.com/EricFillion/happy-transformer
    
  • PyPi (πŸ“₯ 3.1K / month Β· πŸ“¦ 5 Β· ⏱️ 05.08.2023):

    ip install happytransformer
    
Sockeye (πŸ₯‰22 Β· ⭐ 1.2K) - Sequence-to-sequence framework with a focus on Neural Machine.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 310 Β· πŸ“₯ 17 Β· πŸ“‹ 300 - 1% open Β· ⏱️ 17.10.2023):

    it clone https://github.com/awslabs/sockeye
    
  • PyPi (πŸ“₯ 800 / month):

    ip install sockeye
    
finetune (πŸ₯‰22 Β· ⭐ 700) - Scikit-learn style model finetuning for NLP. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 79 Β· πŸ“¦ 11 Β· πŸ“‹ 140 - 15% open Β· ⏱️ 08.01.2024):

    it clone https://github.com/IndicoDataSolutions/finetune
    
  • PyPi (πŸ“₯ 160 / month Β· πŸ“¦ 2 Β· ⏱️ 29.09.2023):

    ip install finetune
    
small-text (πŸ₯‰22 Β· ⭐ 510) - Active Learning for Text Classification in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 56 Β· πŸ“¦ 27 Β· πŸ“‹ 47 - 29% open Β· ⏱️ 29.12.2023):

    it clone https://github.com/webis-de/small-text
    
  • PyPi (πŸ“₯ 280 / month Β· ⏱️ 29.12.2023):

    ip install small-text
    
  • Conda (πŸ“₯ 5.3K Β· ⏱️ 29.12.2023):

    onda install -c conda-forge small-text
    
lightseq (πŸ₯‰20 Β· ⭐ 3K Β· πŸ’€) - LightSeq: A High Performance Library for Sequence Processing and.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 320 Β· πŸ“₯ 670 Β· πŸ“‹ 280 - 61% open Β· ⏱️ 10.05.2023):

    it clone https://github.com/bytedance/lightseq
    
  • PyPi (πŸ“₯ 1.9K / month Β· πŸ“¦ 2 Β· ⏱️ 03.11.2022):

    ip install lightseq
    
UForm (πŸ₯‰20 Β· ⭐ 760) - Pocket-Sized Multimodal AI for content understanding and.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 39 Β· πŸ“¦ 15 Β· πŸ“‹ 14 - 7% open Β· ⏱️ 29.12.2023):

    it clone https://github.com/unum-cloud/uform
    
  • PyPi (πŸ“₯ 780 / month Β· ⏱️ 29.12.2023):

    ip install uform
    
textaugment (πŸ₯‰20 Β· ⭐ 360) - TextAugment: Text Augmentation Library. MIT
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 58 Β· πŸ“₯ 64 Β· πŸ“¦ 78 Β· πŸ“‹ 29 - 37% open Β· ⏱️ 17.11.2023):

    it clone https://github.com/dsfsi/textaugment
    
  • PyPi (πŸ“₯ 4.9K / month Β· πŸ“¦ 4 Β· ⏱️ 16.11.2023):

    ip install textaugment
    
OpenNRE (πŸ₯‰19 Β· ⭐ 4.2K) - An Open-Source Package for Neural Relation Extraction (NRE). MIT
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 1K Β· πŸ“¦ 3 Β· πŸ“‹ 360 - 3% open Β· ⏱️ 10.01.2024):

    it clone https://github.com/thunlp/OpenNRE
    
TextBox (πŸ₯‰15 Β· ⭐ 1K Β· πŸ’€) - TextBox 2.0 is a text generation library with pre-trained language.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 120 Β· πŸ“¦ 5 Β· πŸ“‹ 72 - 4% open Β· ⏱️ 18.05.2023):

    it clone https://github.com/RUCAIBox/TextBox
    
  • PyPi (πŸ“₯ 2 / month Β· ⏱️ 15.04.2021):

    ip install textbox
    
VizSeq (πŸ₯‰12 Β· ⭐ 440) - An Analysis Toolkit for Natural Language Generation (Translation,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 58 Β· πŸ“¦ 9 Β· πŸ“‹ 15 - 40% open Β· ⏱️ 19.01.2024):

    it clone https://github.com/facebookresearch/vizseq
    
  • PyPi (πŸ“₯ 120 / month):

    ip install vizseq
    
Show 49 hidden projects...
  • flair (πŸ₯‡37 Β· ⭐ 13K Β· πŸ“‰) - A very simple framework for state-of-the-art Natural.. ❗Unlicensed
  • AllenNLP (πŸ₯ˆ35 Β· ⭐ 12K Β· πŸ’€) - An open-source NLP research library, built on PyTorch. Apache-2
  • ChatterBot (πŸ₯ˆ34 Β· ⭐ 14K Β· πŸ’€) - ChatterBot is a machine learning, conversational dialog engine.. BSD-3
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  • fastNLP (πŸ₯ˆ27 Β· ⭐ 3K Β· πŸ’€) - fastNLP: A Modularized and Extensible NLP Framework. Currently.. Apache-2
  • textacy (πŸ₯ˆ27 Β· ⭐ 2.2K Β· πŸ’€) - NLP, before and after spaCy. ❗Unlicensed
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  • neuralcoref (πŸ₯‰25 Β· ⭐ 2.8K Β· πŸ’€) - Fast Coreference Resolution in spaCy with Neural Networks. MIT
  • whoosh (πŸ₯‰25 Β· ⭐ 510 Β· πŸ’€) - Pure-Python full-text search library. ❗️BSD-1-Clause
  • textgenrnn (πŸ₯‰24 Β· ⭐ 4.9K Β· πŸ’€) - Easily train your own text-generating neural network of any.. MIT
  • langid (πŸ₯‰24 Β· ⭐ 2.2K Β· πŸ’€) - Stand-alone language identification system. ❗Unlicensed
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  • Kashgari (πŸ₯‰23 Β· ⭐ 2.4K Β· πŸ’€) - Kashgari is a production-level NLP Transfer learning.. Apache-2
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  • DELTA (πŸ₯‰20 Β· ⭐ 1.6K Β· πŸ’€) - DELTA is a deep learning based natural language and speech.. Apache-2
  • pyfasttext (πŸ₯‰20 Β· ⭐ 230 Β· πŸ’€) - Yet another Python binding for fastText. ❗️GPL-3.0
  • numerizer (πŸ₯‰20 Β· ⭐ 210 Β· πŸ’€) - A Python module to convert natural language numerics into ints and.. MIT
  • fastT5 (πŸ₯‰19 Β· ⭐ 530 Β· πŸ’€) - boost inference speed of T5 models by 5x & reduce the model size.. Apache-2
  • textpipe (πŸ₯‰19 Β· ⭐ 300 Β· πŸ’€) - Textpipe: clean and extract metadata from text. MIT
  • Camphr (πŸ₯‰18 Β· ⭐ 340 Β· πŸ’€) - Camphr - NLP libary for creating pipeline components. Apache-2 spacy
  • NeuroNER (πŸ₯‰17 Β· ⭐ 1.7K Β· πŸ’€) - Named-entity recognition using neural networks. Easy-to-use and.. MIT
  • nboost (πŸ₯‰17 Β· ⭐ 670 Β· πŸ’€) - NBoost is a scalable, search-api-boosting platform for deploying.. Apache-2
  • DeepMatcher (πŸ₯‰17 Β· ⭐ 520 Β· πŸ’€) - Python package for performing Entity and Text Matching using.. BSD-3
  • skift (πŸ₯‰16 Β· ⭐ 240 Β· πŸ’€) - scikit-learn wrappers for Python fastText. MIT
  • BLINK (πŸ₯‰15 Β· ⭐ 1.1K Β· πŸ’€) - Entity Linker solution. MIT
  • Translate (πŸ₯‰15 Β· ⭐ 810 Β· πŸ’€) - Translate - a PyTorch Language Library. BSD-3
  • TransferNLP (πŸ₯‰13 Β· ⭐ 290 Β· πŸ’€) - NLP library designed for reproducible experimentation.. MIT
  • ONNX-T5 (πŸ₯‰13 Β· ⭐ 240 Β· πŸ’€) - Summarization, translation, sentiment-analysis, text-generation.. Apache-2
  • NeuralQA (πŸ₯‰13 Β· ⭐ 230 Β· πŸ’€) - NeuralQA: A Usable Library for Question Answering on Large Datasets.. MIT
  • textvec (πŸ₯‰13 Β· ⭐ 190) - Text vectorization tool to outperform TFIDF for classification tasks. MIT
  • spacy-dbpedia-spotlight (πŸ₯‰12 Β· ⭐ 97 Β· πŸ’€) - A spaCy wrapper for DBpedia Spotlight. MIT spacy
  • Headliner (πŸ₯‰11 Β· ⭐ 230 Β· πŸ’€) - Easy training and deployment of seq2seq models. ❗Unlicensed

Image Data

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Libraries for image & video processing, manipulation, and augmentation as well as libraries for computer vision tasks such as facial recognition, object detection, and classification.

Pillow (πŸ₯‡48 Β· ⭐ 11K) - Python Imaging Library (Fork). ❗️PIL
  • GitHub (πŸ‘¨β€πŸ’» 460 Β· πŸ”€ 2.2K Β· πŸ“¦ 1.5M Β· πŸ“‹ 3K - 3% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/python-pillow/Pillow
    
  • PyPi (πŸ“₯ 89M / month Β· πŸ“¦ 68K Β· ⏱️ 15.10.2023):

    ip install Pillow
    
  • Conda (πŸ“₯ 36M Β· ⏱️ 03.01.2024):

    onda install -c conda-forge pillow
    
PyTorch Image Models (πŸ₯‡41 Β· ⭐ 29K) - PyTorch image models, scripts, pretrained weights --.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 4.4K Β· πŸ“₯ 6.2M Β· πŸ“¦ 23K Β· πŸ“‹ 840 - 8% open Β· ⏱️ 12.02.2024):

    it clone https://github.com/rwightman/pytorch-image-models
    
  • PyPi (πŸ“₯ 4.6M / month):

    ip install timm
    
  • Conda (πŸ“₯ 120K Β· ⏱️ 25.11.2023):

    onda install -c conda-forge timm
    
MMDetection (πŸ₯‡39 Β· ⭐ 27K) - OpenMMLab Detection Toolbox and Benchmark. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 480 Β· πŸ”€ 9.1K Β· πŸ“¦ 2.2K Β· πŸ“‹ 8K - 17% open Β· ⏱️ 05.02.2024):

    it clone https://github.com/open-mmlab/mmdetection
    
  • PyPi (πŸ“₯ 170K / month Β· πŸ“¦ 35 Β· ⏱️ 05.01.2024):

    ip install mmdet
    
torchvision (πŸ₯‡38 Β· ⭐ 15K Β· πŸ“‰) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 570 Β· πŸ”€ 6.7K Β· πŸ“₯ 37K Β· πŸ“¦ 21 Β· πŸ“‹ 3.1K - 24% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/pytorch/vision
    
  • PyPi (πŸ“₯ 11M / month):

    ip install torchvision
    
  • Conda (πŸ“₯ 980K Β· ⏱️ 13.12.2023):

    onda install -c conda-forge torchvision
    
Kornia (πŸ₯‡38 Β· ⭐ 9.1K) - Geometric Computer Vision Library for Spatial AI. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 250 Β· πŸ”€ 910 Β· πŸ“₯ 940 Β· πŸ“¦ 8.4K Β· πŸ“‹ 890 - 30% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/kornia/kornia
    
  • PyPi (πŸ“₯ 2.2M / month Β· πŸ“¦ 130 Β· ⏱️ 27.12.2023):

    ip install kornia
    
  • Conda (πŸ“₯ 110K Β· ⏱️ 04.08.2023):

    onda install -c conda-forge kornia
    
imageio (πŸ₯‡38 Β· ⭐ 1.4K) - Python library for reading and writing image data. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 270 Β· πŸ“₯ 980 Β· πŸ“¦ 120K Β· πŸ“‹ 580 - 15% open Β· ⏱️ 12.02.2024):

    it clone https://github.com/imageio/imageio
    
  • PyPi (πŸ“₯ 24M / month):

    ip install imageio
    
  • Conda (πŸ“₯ 6M Β· ⏱️ 12.02.2024):

    onda install -c conda-forge imageio
    
MoviePy (πŸ₯ˆ37 Β· ⭐ 11K Β· πŸ’€) - Video editing with Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 1.5K Β· πŸ“¦ 34K Β· πŸ“‹ 1.5K - 28% open Β· ⏱️ 11.07.2023):

    it clone https://github.com/Zulko/moviepy
    
  • PyPi (πŸ“₯ 790K / month Β· πŸ“¦ 1K Β· ⏱️ 15.12.2021):

    ip install moviepy
    
  • Conda (πŸ“₯ 220K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge moviepy
    
opencv-python (πŸ₯ˆ37 Β· ⭐ 4K) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 810 Β· πŸ“¦ 360K Β· πŸ“‹ 740 - 11% open Β· ⏱️ 31.12.2023):

    it clone https://github.com/opencv/opencv-python
    
  • PyPi (πŸ“₯ 12M / month Β· πŸ“¦ 12K Β· ⏱️ 31.12.2023):

    ip install opencv-python
    
deepface (πŸ₯ˆ36 Β· ⭐ 9.2K) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 53 Β· πŸ”€ 1.7K Β· πŸ“¦ 2.6K Β· πŸ“‹ 890 - 0% open Β· ⏱️ 10.02.2024):

    it clone https://github.com/serengil/deepface
    
  • PyPi (πŸ“₯ 200K / month Β· πŸ“¦ 21 Β· ⏱️ 04.02.2024):

    ip install deepface
    
Wand (πŸ₯ˆ36 Β· ⭐ 1.3K) - The ctypes-based simple ImageMagick binding for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 200 Β· πŸ“₯ 41K Β· πŸ“¦ 18K Β· πŸ“‹ 410 - 5% open Β· ⏱️ 11.02.2024):

    it clone https://github.com/emcconville/wand
    
  • PyPi (πŸ“₯ 840K / month Β· πŸ“¦ 720 Β· ⏱️ 03.11.2023):

    ip install wand
    
  • Conda (πŸ“₯ 37K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge wand
    
Albumentations (πŸ₯ˆ35 Β· ⭐ 13K) - Fast image augmentation library and an easy-to-use wrapper.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 1.5K Β· πŸ“¦ 21K Β· πŸ“‹ 810 - 45% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/albumentations-team/albumentations
    
  • PyPi (πŸ“₯ 1.2M / month Β· πŸ“¦ 340 Β· ⏱️ 10.06.2023):

    ip install albumentations
    
  • Conda (πŸ“₯ 150K Β· ⏱️ 12.06.2023):

    onda install -c conda-forge albumentations
    
detectron2 (πŸ₯ˆ33 Β· ⭐ 28K) - Detectron2 is a platform for object detection, segmentation.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 260 Β· πŸ”€ 7.3K Β· πŸ“¦ 1.6K Β· πŸ“‹ 3.5K - 13% open Β· ⏱️ 08.02.2024):

    it clone https://github.com/facebookresearch/detectron2
    
  • PyPi (πŸ“¦ 6 Β· ⏱️ 06.02.2020):

    ip install detectron2
    
  • Conda (πŸ“₯ 220K Β· ⏱️ 18.01.2024):

    onda install -c conda-forge detectron2
    
PaddleSeg (πŸ₯ˆ32 Β· ⭐ 8K) - Easy-to-use image segmentation library with awesome pre-.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 1.6K Β· πŸ“¦ 1.1K Β· πŸ“‹ 2K - 17% open Β· ⏱️ 28.12.2023):

    it clone https://github.com/PaddlePaddle/PaddleSeg
    
  • PyPi (πŸ“₯ 1.5K / month Β· πŸ“¦ 4 Β· ⏱️ 30.11.2022):

    ip install paddleseg
    
ImageHash (πŸ₯ˆ31 Β· ⭐ 3K) - A Python Perceptual Image Hashing Module. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 320 Β· πŸ“¦ 12K Β· πŸ“‹ 130 - 6% open Β· ⏱️ 24.10.2023):

    it clone https://github.com/JohannesBuchner/imagehash
    
  • PyPi (πŸ“₯ 1.2M / month):

    ip install ImageHash
    
  • Conda (πŸ“₯ 350K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge imagehash
    
doctr (πŸ₯ˆ31 Β· ⭐ 2.7K) - docTR (Document Text Recognition) - a seamless, high-.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 320 Β· πŸ“₯ 2.4M Β· πŸ“¦ 250 Β· πŸ“‹ 310 - 13% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/mindee/doctr
    
  • PyPi (πŸ“₯ 19K / month Β· πŸ“¦ 3 Β· ⏱️ 09.09.2023):

    ip install python-doctr
    
lightly (πŸ₯ˆ31 Β· ⭐ 2.7K) - A python library for self-supervised learning on images. MIT
  • GitHub (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 230 Β· πŸ“¦ 210 Β· πŸ“‹ 500 - 19% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/lightly-ai/lightly
    
  • PyPi (πŸ“₯ 22K / month Β· πŸ“¦ 7 Β· ⏱️ 24.01.2024):

    ip install lightly
    
imageai (πŸ₯ˆ30 Β· ⭐ 8.3K) - A python library built to empower developers to build applications and.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 2.2K Β· πŸ“₯ 910K Β· πŸ“¦ 1.5K Β· πŸ“‹ 760 - 40% open Β· ⏱️ 26.08.2023):

    it clone https://github.com/OlafenwaMoses/ImageAI
    
  • PyPi (πŸ“₯ 4.8K / month Β· πŸ“¦ 19 Β· ⏱️ 02.01.2023):

    ip install imageai
    
  • Conda (πŸ“₯ 6.8K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge imageai
    
vidgear (πŸ₯ˆ29 Β· ⭐ 3.1K) - A High-performance cross-platform Video Processing Python framework.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 230 Β· πŸ“₯ 990 Β· πŸ“¦ 510 Β· πŸ“‹ 270 - 2% open Β· ⏱️ 10.09.2023):

    it clone https://github.com/abhiTronix/vidgear
    
  • PyPi (πŸ“₯ 78K / month Β· πŸ“¦ 9 Β· ⏱️ 10.09.2023):

    ip install vidgear
    
vit-pytorch (πŸ₯ˆ28 Β· ⭐ 17K) - Implementation of Vision Transformer, a simple way to achieve.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 2.6K Β· πŸ“¦ 400 Β· πŸ“‹ 240 - 46% open Β· ⏱️ 23.12.2023):

    it clone https://github.com/lucidrains/vit-pytorch
    
  • PyPi (πŸ“₯ 20K / month Β· πŸ“¦ 6 Β· ⏱️ 23.12.2023):

    ip install vit-pytorch
    
PaddleDetection (πŸ₯ˆ28 Β· ⭐ 12K) - Object Detection toolkit based on PaddlePaddle. It.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 2.8K Β· πŸ“‹ 5.3K - 26% open Β· ⏱️ 28.12.2023):

    it clone https://github.com/PaddlePaddle/PaddleDetection
    
  • PyPi (πŸ“₯ 550 / month Β· πŸ“¦ 1 Β· ⏱️ 19.09.2022):

    ip install paddledet
    
Face Alignment (πŸ₯ˆ28 Β· ⭐ 6.7K) - 2D and 3D Face alignment library build using pytorch. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 1.3K Β· πŸ“¦ 21 Β· πŸ“‹ 310 - 22% open Β· ⏱️ 16.08.2023):

    it clone https://github.com/1adrianb/face-alignment
    
  • PyPi (πŸ“₯ 64K / month):

    ip install face-alignment
    
sahi (πŸ₯ˆ28 Β· ⭐ 3.4K) - Framework agnostic sliced/tiled inference + interactive ui + error analysis.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 500 Β· πŸ“₯ 22K Β· πŸ“¦ 910 Β· ⏱️ 10.01.2024):

    it clone https://github.com/obss/sahi
    
  • PyPi (πŸ“₯ 130K / month Β· πŸ“¦ 12 Β· ⏱️ 05.11.2023):

    ip install sahi
    
  • Conda (πŸ“₯ 54K Β· ⏱️ 06.11.2023):

    onda install -c conda-forge sahi
    
mahotas (πŸ₯ˆ28 Β· ⭐ 820) - Computer Vision in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 150 Β· πŸ“¦ 1.2K Β· πŸ“‹ 88 - 26% open Β· ⏱️ 08.01.2024):

    it clone https://github.com/luispedro/mahotas
    
  • PyPi (πŸ“₯ 10K / month Β· πŸ“¦ 130 Β· ⏱️ 28.06.2022):

    ip install mahotas
    
  • Conda (πŸ“₯ 390K Β· ⏱️ 26.07.2023):

    onda install -c conda-forge mahotas
    
facenet-pytorch (πŸ₯‰27 Β· ⭐ 4K) - Pretrained Pytorch face detection (MTCNN) and facial.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 810 Β· πŸ“₯ 780K Β· πŸ“¦ 1.5K Β· πŸ“‹ 170 - 36% open Β· ⏱️ 02.11.2023):

    it clone https://github.com/timesler/facenet-pytorch
    
  • PyPi (πŸ“₯ 51K / month Β· πŸ“¦ 19 Β· ⏱️ 10.03.2021):

    ip install facenet-pytorch
    
CellProfiler (πŸ₯‰27 Β· ⭐ 840) - An open-source application for biological image analysis. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 360 Β· πŸ“₯ 6.5K Β· πŸ“¦ 20 Β· πŸ“‹ 3.2K - 8% open Β· ⏱️ 07.02.2024):

    it clone https://github.com/CellProfiler/CellProfiler
    
  • PyPi (πŸ“₯ 780 / month Β· πŸ“¦ 1 Β· ⏱️ 14.08.2023):

    ip install cellprofiler
    
pytorchvideo (πŸ₯‰26 Β· ⭐ 3.1K) - A deep learning library for video understanding research. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 55 Β· πŸ”€ 370 Β· πŸ“‹ 190 - 46% open Β· ⏱️ 30.10.2023):

    it clone https://github.com/facebookresearch/pytorchvideo
    
  • PyPi (πŸ“₯ 85K / month Β· πŸ“¦ 7 Β· ⏱️ 20.01.2022):

    ip install pytorchvideo
    
Norfair (πŸ₯‰26 Β· ⭐ 2.2K) - Lightweight Python library for adding real-time multi-object tracking.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 230 Β· πŸ“₯ 300 Β· πŸ“¦ 160 Β· πŸ“‹ 140 - 4% open Β· ⏱️ 30.01.2024):

    it clone https://github.com/tryolabs/norfair
    
  • PyPi (πŸ“₯ 5.5K / month Β· πŸ“¦ 3 Β· ⏱️ 30.05.2022):

    ip install norfair
    
Augmentor (πŸ₯‰25 Β· ⭐ 5K Β· πŸ’€) - Image augmentation library in Python for machine learning. MIT
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 870 Β· πŸ“¦ 710 Β· πŸ“‹ 210 - 64% open Β· ⏱️ 29.03.2023):

    it clone https://github.com/mdbloice/Augmentor
    
  • PyPi (πŸ“₯ 5.7K / month Β· πŸ“¦ 29 Β· ⏱️ 27.04.2022):

    ip install Augmentor
    
Image Deduplicator (πŸ₯‰25 Β· ⭐ 4.9K Β· πŸ’€) - Finding duplicate images made easy!. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 430 Β· πŸ“¦ 85 Β· πŸ“‹ 140 - 35% open Β· ⏱️ 28.04.2023):

    it clone https://github.com/idealo/imagededup
    
  • PyPi (πŸ“₯ 16K / month Β· πŸ“¦ 5 Β· ⏱️ 28.04.2023):

    ip install imagededup
    
pyvips (πŸ₯‰25 Β· ⭐ 570) - python binding for libvips using cffi. MIT
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 50 Β· πŸ“¦ 670 Β· πŸ“‹ 400 - 41% open Β· ⏱️ 22.01.2024):

    it clone https://github.com/libvips/pyvips
    
  • PyPi (πŸ“₯ 43K / month Β· πŸ“¦ 50 Β· ⏱️ 04.01.2024):

    ip install pyvips
    
  • Conda (πŸ“₯ 73K Β· ⏱️ 26.09.2023):

    onda install -c conda-forge pyvips
    
kubric (πŸ₯‰24 Β· ⭐ 2.1K) - A data generation pipeline for creating semi-realistic synthetic.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 200 Β· πŸ“¦ 3 Β· πŸ“‹ 190 - 32% open Β· ⏱️ 16.10.2023):

    it clone https://github.com/google-research/kubric
    
  • PyPi (πŸ“₯ 4.9K / month Β· ⏱️ 27.12.2023):

    ip install kubric-nightly
    
MMF (πŸ₯‰23 Β· ⭐ 5.4K) - A modular framework for vision & language multimodal research from.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 880 Β· πŸ“¦ 17 Β· πŸ“‹ 780 - 30% open Β· ⏱️ 03.01.2024):

    it clone https://github.com/facebookresearch/mmf
    
  • PyPi (πŸ“₯ 310 / month Β· πŸ“¦ 1 Β· ⏱️ 12.06.2020):

    ip install mmf
    
vissl (πŸ₯‰23 Β· ⭐ 3.2K) - VISSL is FAIRs library of extensible, modular and scalable components.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 320 Β· πŸ“¦ 34 Β· πŸ“‹ 180 - 42% open Β· ⏱️ 26.01.2024):

    it clone https://github.com/facebookresearch/vissl
    
  • PyPi (πŸ“₯ 150 / month Β· πŸ“¦ 1 Β· ⏱️ 02.11.2021):

    ip install vissl
    
tensorflow-graphics (πŸ₯‰23 Β· ⭐ 2.7K) - TensorFlow Graphics: Differentiable Graphics Layers.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 360 Β· πŸ“‹ 240 - 61% open Β· ⏱️ 15.12.2023):

    it clone https://github.com/tensorflow/graphics
    
  • PyPi (πŸ“₯ 14K / month Β· πŸ“¦ 9 Β· ⏱️ 03.12.2021):

    ip install tensorflow-graphics
    
ffcv (πŸ₯‰23 Β· ⭐ 2.7K) - FFCV: Fast Forward Computer Vision (and other ML workloads!). Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 170 Β· πŸ“¦ 36 Β· πŸ“‹ 260 - 35% open Β· ⏱️ 21.01.2024):

    it clone https://github.com/libffcv/ffcv
    
  • PyPi (πŸ“₯ 1.2K / month Β· πŸ“¦ 1 Β· ⏱️ 28.01.2022):

    ip install ffcv
    
PySlowFast (πŸ₯‰22 Β· ⭐ 6.1K) - PySlowFast: video understanding codebase from FAIR for.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 1.2K Β· πŸ“¦ 15 Β· πŸ“‹ 660 - 57% open Β· ⏱️ 19.10.2023):

    it clone https://github.com/facebookresearch/SlowFast
    
  • PyPi (πŸ“₯ 23 / month Β· ⏱️ 15.01.2020):

    ip install pyslowfast
    
DEβ«ΆTR (πŸ₯‰21 Β· ⭐ 12K Β· πŸ’€) - End-to-End Object Detection with Transformers. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 2.2K Β· πŸ“¦ 21 Β· πŸ“‹ 540 - 47% open Β· ⏱️ 07.02.2023):

    it clone https://github.com/facebookresearch/detr
    
pycls (πŸ₯‰20 Β· ⭐ 2.1K) - Codebase for Image Classification Research, written in PyTorch. MIT
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 230 Β· πŸ“¦ 17 Β· πŸ“‹ 81 - 30% open Β· ⏱️ 26.08.2023):

    it clone https://github.com/facebookresearch/pycls
    
  • PyPi (πŸ“₯ 1.7K / month Β· ⏱️ 05.09.2020):

    ip install pycls
    
Classy Vision (πŸ₯‰20 Β· ⭐ 1.6K Β· πŸ’€) - An end-to-end PyTorch framework for image and video.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 77 Β· πŸ”€ 280 Β· πŸ“‹ 77 - 16% open Β· ⏱️ 23.03.2023):

    it clone https://github.com/facebookresearch/ClassyVision
    
  • PyPi (πŸ“₯ 660 / month):

    ip install classy_vision
    
  • Conda (πŸ“₯ 19K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge classy_vision
    
scenic (πŸ₯‰18 Β· ⭐ 2.8K) - Scenic: A Jax Library for Computer Vision Research and Beyond. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 76 Β· πŸ”€ 370 Β· πŸ“‹ 260 - 58% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/google-research/scenic
    
Caer (πŸ₯‰17 Β· ⭐ 740 Β· πŸ’€) - A lightweight Computer Vision library. Scale your models, not boilerplate. MIT
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 98 Β· πŸ“₯ 30 Β· πŸ“‹ 15 - 13% open Β· ⏱️ 01.04.2023):

    it clone https://github.com/jasmcaus/caer
    
  • PyPi (πŸ“₯ 3.1K / month):

    ip install caer
    
Show 23 hidden projects...
  • scikit-image (πŸ₯‡41 Β· ⭐ 5.8K) - Image processing in Python. ❗Unlicensed
  • glfw (πŸ₯ˆ37 Β· ⭐ 12K) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and input. ❗️Zlib
  • imgaug (πŸ₯ˆ35 Β· ⭐ 14K Β· πŸ’€) - Image augmentation for machine learning experiments. MIT
  • Face Recognition (πŸ₯ˆ33 Β· ⭐ 51K Β· πŸ’€) - The worlds simplest facial recognition api for Python.. MIT
  • InsightFace (πŸ₯ˆ31 Β· ⭐ 20K) - State-of-the-art 2D and 3D Face Analysis Project. ❗Unlicensed
  • imutils (πŸ₯ˆ31 Β· ⭐ 4.5K Β· πŸ’€) - A series of convenience functions to make basic image processing.. MIT
  • PyTorch3D (πŸ₯ˆ30 Β· ⭐ 8.1K) - PyTorch3D is FAIRs library of reusable components for.. ❗Unlicensed
  • GluonCV (πŸ₯ˆ28 Β· ⭐ 5.7K Β· πŸ’€) - Gluon CV Toolkit. Apache-2
  • layout-parser (πŸ₯ˆ28 Β· ⭐ 4.3K Β· πŸ’€) - A Unified Toolkit for Deep Learning Based Document Image.. Apache-2
  • chainercv (πŸ₯‰27 Β· ⭐ 1.5K Β· πŸ’€) - ChainerCV: a Library for Deep Learning in Computer Vision. MIT
  • mtcnn (πŸ₯‰26 Β· ⭐ 2.1K Β· πŸ’€) - MTCNN face detection implementation for TensorFlow, as a PIP.. MIT
  • segmentation_models (πŸ₯‰25 Β· ⭐ 4.5K Β· πŸ’€) - Segmentation models with pretrained backbones. Keras.. MIT
  • Pillow-SIMD (πŸ₯‰25 Β· ⭐ 2.1K Β· πŸ’€) - The friendly PIL fork. ❗️PIL
  • Image Super-Resolution (πŸ₯‰24 Β· ⭐ 4.4K Β· πŸ’€) - Super-scale your images and run experiments with.. Apache-2
  • deep-daze (πŸ₯‰22 Β· ⭐ 4.4K Β· πŸ’€) - Simple command line tool for text to image generation using.. MIT
  • Luminoth (πŸ₯‰22 Β· ⭐ 2.4K Β· πŸ’€) - Deep Learning toolkit for Computer Vision. BSD-3
  • icevision (πŸ₯‰22 Β· ⭐ 840 Β· πŸ’€) - An Agnostic Computer Vision Framework - Pluggable to any.. Apache-2
  • image-match (πŸ₯‰20 Β· ⭐ 2.9K Β· πŸ’€) - Quickly search over billions of images. Apache-2
  • nude.py (πŸ₯‰20 Β· ⭐ 920 Β· πŸ’€) - Nudity detection with Python. MIT
  • detecto (πŸ₯‰20 Β· ⭐ 610 Β· πŸ’€) - Build fully-functioning computer vision models with PyTorch. MIT
  • solt (πŸ₯‰18 Β· ⭐ 260 Β· πŸ’€) - Streaming over lightweight data transformations. MIT
  • HugsVision (πŸ₯‰15 Β· ⭐ 190 Β· πŸ’€) - HugsVision is a easy to use huggingface wrapper for state-of-.. MIT huggingface
  • Torch Points 3D (πŸ₯‰14 Β· ⭐ 180 Β· πŸ’€) - Pytorch framework for doing deep learning on point.. BSD-3

Graph Data

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Libraries for graph processing, clustering, embedding, and machine learning tasks.

networkx (πŸ₯‡44 Β· ⭐ 14K) - Network Analysis in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 710 Β· πŸ”€ 3.2K Β· πŸ“₯ 65 Β· πŸ“¦ 220K Β· πŸ“‹ 3.3K - 10% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/networkx/networkx
    
  • PyPi (πŸ“₯ 44M / month Β· πŸ“¦ 15K Β· ⏱️ 28.10.2023):

    ip install networkx
    
  • Conda (πŸ“₯ 15M Β· ⏱️ 28.10.2023):

    onda install -c conda-forge networkx
    
dgl (πŸ₯‡39 Β· ⭐ 13K) - Python package built to ease deep learning on graph, on top of existing DL.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 280 Β· πŸ”€ 2.9K Β· πŸ“¦ 200 Β· πŸ“‹ 2.7K - 17% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/dmlc/dgl
    
  • PyPi (πŸ“₯ 68K / month Β· πŸ“¦ 87 Β· ⏱️ 12.01.2024):

    ip install dgl
    
PyTorch Geometric (πŸ₯‡38 Β· ⭐ 20K) - Graph Neural Network Library for PyTorch. MIT
  • GitHub (πŸ‘¨β€πŸ’» 480 Β· πŸ”€ 3.5K Β· πŸ“‹ 3.5K - 26% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/pyg-team/pytorch_geometric
    
  • PyPi (πŸ“₯ 220K / month Β· πŸ“¦ 150 Β· ⏱️ 12.10.2023):

    ip install torch-geometric
    
  • Conda (πŸ“₯ 37K Β· ⏱️ 08.11.2023):

    onda install -c conda-forge pytorch_geometric
    
pygraphistry (πŸ₯ˆ30 Β· ⭐ 2K) - PyGraphistry is a Python library to quickly load, shape,.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 200 Β· πŸ“¦ 110 Β· πŸ“‹ 310 - 50% open Β· ⏱️ 27.12.2023):

    it clone https://github.com/graphistry/pygraphistry
    
  • PyPi (πŸ“₯ 3.3K / month Β· πŸ“¦ 6 Β· ⏱️ 27.12.2023):

    ip install graphistry
    
Spektral (πŸ₯ˆ29 Β· ⭐ 2.3K) - Graph Neural Networks with Keras and Tensorflow 2. MIT
  • GitHub (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 340 Β· πŸ“¦ 270 Β· πŸ“‹ 270 - 24% open Β· ⏱️ 21.01.2024):

    it clone https://github.com/danielegrattarola/spektral
    
  • PyPi (πŸ“₯ 7K / month Β· πŸ“¦ 7 Β· ⏱️ 21.01.2024):

    ip install spektral
    
ogb (πŸ₯ˆ29 Β· ⭐ 1.8K) - Benchmark datasets, data loaders, and evaluators for graph machine learning. MIT
  • GitHub (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 400 Β· πŸ“¦ 1.4K Β· πŸ“‹ 290 - 6% open Β· ⏱️ 01.02.2024):

    it clone https://github.com/snap-stanford/ogb
    
  • PyPi (πŸ“₯ 32K / month Β· πŸ“¦ 22 Β· ⏱️ 02.11.2022):

    ip install ogb
    
  • Conda (πŸ“₯ 30K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge ogb
    
Paddle Graph Learning (πŸ₯ˆ28 Β· ⭐ 1.6K) - Paddle Graph Learning (PGL) is an efficient and.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 310 Β· πŸ“¦ 50 Β· πŸ“‹ 240 - 36% open Β· ⏱️ 26.09.2023):

    it clone https://github.com/PaddlePaddle/PGL
    
  • PyPi (πŸ“₯ 1.5K / month Β· πŸ“¦ 2 Β· ⏱️ 26.09.2023):

    ip install pgl
    
pytorch_geometric_temporal (πŸ₯ˆ25 Β· ⭐ 2.4K Β· πŸ’€) - PyTorch Geometric Temporal: Spatiotemporal Signal.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 330 Β· πŸ“‹ 180 - 15% open Β· ⏱️ 01.07.2023):

    it clone https://github.com/benedekrozemberczki/pytorch_geometric_temporal
    
  • PyPi (πŸ“₯ 1.8K / month Β· πŸ“¦ 3 Β· ⏱️ 04.09.2022):

    ip install torch-geometric-temporal
    
AmpliGraph (πŸ₯ˆ25 Β· ⭐ 2.1K Β· πŸ’€) - Python library for Representation Learning on Knowledge.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 240 Β· πŸ“¦ 49 Β· πŸ“‹ 220 - 14% open Β· ⏱️ 12.07.2023):

    it clone https://github.com/Accenture/AmpliGraph
    
  • PyPi (πŸ“₯ 680 / month Β· ⏱️ 12.07.2023):

    ip install ampligraph
    
PyTorch-BigGraph (πŸ₯ˆ24 Β· ⭐ 3.3K) - Generate embeddings from large-scale graph-structured.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 440 Β· πŸ“₯ 180 Β· πŸ“‹ 200 - 32% open Β· ⏱️ 06.01.2024):

    it clone https://github.com/facebookresearch/PyTorch-BigGraph
    
  • PyPi (πŸ“₯ 300K / month Β· πŸ“¦ 3 Β· ⏱️ 14.10.2019):

    ip install torchbiggraph
    
PyKEEN (πŸ₯ˆ24 Β· ⭐ 1.4K) - A Python library for learning and evaluating knowledge graph embeddings. MIT
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 170 Β· πŸ“₯ 180 Β· πŸ“‹ 540 - 20% open Β· ⏱️ 07.10.2023):

    it clone https://github.com/pykeen/pykeen
    
  • PyPi (πŸ“₯ 3.3K / month Β· πŸ“¦ 5 Β· ⏱️ 22.02.2023):

    ip install pykeen
    
Node2Vec (πŸ₯ˆ24 Β· ⭐ 1.2K) - Implementation of the node2vec algorithm. MIT
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 230 Β· πŸ“¦ 550 Β· πŸ“‹ 91 - 4% open Β· ⏱️ 24.12.2023):

    it clone https://github.com/eliorc/node2vec
    
  • PyPi (πŸ“₯ 87K / month Β· πŸ“¦ 21 Β· ⏱️ 01.08.2022):

    ip install node2vec
    
  • Conda (πŸ“₯ 27K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge node2vec
    
torch-cluster (πŸ₯‰23 Β· ⭐ 740) - PyTorch Extension Library of Optimized Graph Cluster.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 130 Β· πŸ“‹ 150 - 19% open Β· ⏱️ 04.02.2024):

    it clone https://github.com/rusty1s/pytorch_cluster
    
  • PyPi (πŸ“₯ 11K / month Β· πŸ“¦ 45 Β· ⏱️ 12.10.2023):

    ip install torch-cluster
    
  • Conda (πŸ“₯ 90K Β· ⏱️ 29.12.2023):

    onda install -c conda-forge pytorch_cluster
    
deepsnap (πŸ₯‰20 Β· ⭐ 520) - Python library assists deep learning on graphs. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 55 Β· πŸ“₯ 10 Β· πŸ“¦ 84 Β· πŸ“‹ 48 - 47% open Β· ⏱️ 11.11.2023):

    it clone https://github.com/snap-stanford/deepsnap
    
  • PyPi (πŸ“₯ 370 / month Β· πŸ“¦ 1 Β· ⏱️ 05.09.2021):

    ip install deepsnap
    
GraphGym (πŸ₯‰18 Β· ⭐ 1.6K Β· πŸ’€) - Platform for designing and evaluating Graph Neural Networks (GNN). MIT
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 170 Β· πŸ“₯ 31 Β· πŸ“¦ 4 Β· πŸ“‹ 46 - 34% open Β· ⏱️ 14.03.2023):

    it clone https://github.com/snap-stanford/GraphGym
    
  • PyPi (πŸ“₯ 76 / month Β· ⏱️ 24.03.2022):

    ip install graphgym
    
Sematch (πŸ₯‰18 Β· ⭐ 420) - semantic similarity framework for knowledge graph. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 100 Β· πŸ“¦ 46 Β· πŸ“‹ 34 - 44% open Β· ⏱️ 07.11.2023):

    it clone https://github.com/gsi-upm/sematch
    
  • PyPi (πŸ“₯ 250 / month Β· πŸ“¦ 3 Β· ⏱️ 17.04.2017):

    ip install sematch
    
OpenKE (πŸ₯‰17 Β· ⭐ 3.6K) - An Open-Source Package for Knowledge Embedding (KE). MIT
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 980 Β· πŸ“‹ 380 - 7% open Β· ⏱️ 10.01.2024):

    it clone https://github.com/thunlp/OpenKE
    
AutoGL (πŸ₯‰16 Β· ⭐ 1.1K) - An autoML framework & toolkit for machine learning on graphs. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 120 Β· πŸ“‹ 36 - 33% open Β· ⏱️ 05.02.2024):

    it clone https://github.com/THUMNLab/AutoGL
    
  • PyPi (⏱️ 23.12.2020):

    ip install auto-graph-learning
    
OpenNE (πŸ₯‰15 Β· ⭐ 1.7K) - An Open-Source Package for Network Embedding (NE). MIT
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 480 Β· πŸ“‹ 100 - 4% open Β· ⏱️ 10.01.2024):

    it clone https://github.com/thunlp/OpenNE
    
kglib (πŸ₯‰15 Β· ⭐ 550) - TypeDB-ML is the Machine Learning integrations library for TypeDB. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 98 Β· πŸ“₯ 220 Β· πŸ“‹ 63 - 19% open Β· ⏱️ 18.11.2023):

    it clone https://github.com/vaticle/kglib
    
  • PyPi (πŸ“₯ 100 / month Β· ⏱️ 19.08.2020):

    ip install grakn-kglib
    
Show 16 hidden projects...
  • igraph (πŸ₯‡34 Β· ⭐ 1.2K) - Python interface for igraph. ❗️GPL-2.0
  • pygal (πŸ₯ˆ30 Β· ⭐ 2.6K) - PYthon svg GrAph plotting Library. ❗️LGPL-3.0
  • StellarGraph (πŸ₯ˆ27 Β· ⭐ 2.8K Β· πŸ’€) - StellarGraph - Machine Learning on Graphs. Apache-2
  • Karate Club (πŸ₯‰23 Β· ⭐ 2K Β· πŸ’€) - Karate Club: An API Oriented Open-source Python Framework.. ❗️GPL-3.0
  • DIG (πŸ₯‰23 Β· ⭐ 1.7K) - A library for graph deep learning research. ❗️GPL-3.0
  • graph-nets (πŸ₯‰21 Β· ⭐ 5.3K Β· πŸ’€) - Build Graph Nets in Tensorflow. Apache-2
  • graph4nlp (πŸ₯‰21 Β· ⭐ 1.6K Β· πŸ’€) - Graph4nlp is the library for the easy use of Graph.. Apache-2
  • DeepWalk (πŸ₯‰20 Β· ⭐ 2.6K Β· πŸ’€) - DeepWalk - Deep Learning for Graphs. ❗️GPL-3.0
  • jraph (πŸ₯‰20 Β· ⭐ 1.3K Β· πŸ’€) - A Graph Neural Network Library in Jax. Apache-2
  • pyRDF2Vec (πŸ₯‰20 Β· ⭐ 240 Β· πŸ’€) - Python Implementation and Extension of RDF2Vec. MIT
  • GraphEmbedding (πŸ₯‰16 Β· ⭐ 3.5K Β· πŸ’€) - Implementation and experiments of graph embedding.. MIT
  • DeepGraph (πŸ₯‰16 Β· ⭐ 280 Β· πŸ’€) - Analyze Data with Pandas-based Networks. Documentation:. BSD-3
  • Euler (πŸ₯‰15 Β· ⭐ 2.9K Β· πŸ’€) - A distributed graph deep learning framework. Apache-2
  • ptgnn (πŸ₯‰15 Β· ⭐ 370 Β· πŸ’€) - A PyTorch Graph Neural Network Library. MIT
  • GraphSAGE (πŸ₯‰14 Β· ⭐ 3.2K Β· πŸ’€) - Representation learning on large graphs using stochastic.. MIT
  • GraphVite (πŸ₯‰13 Β· ⭐ 1.2K Β· πŸ’€) - GraphVite: A General and High-performance Graph Embedding.. Apache-2

Audio Data

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Libraries for audio analysis, manipulation, transformation, and extraction, as well as speech recognition and music generation tasks.

espnet (πŸ₯‡37 Β· ⭐ 7.6K) - End-to-End Speech Processing Toolkit. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 410 Β· πŸ”€ 2.1K Β· πŸ“₯ 79 Β· πŸ“¦ 290 Β· πŸ“‹ 2.3K - 11% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/espnet/espnet
    
  • PyPi (πŸ“₯ 19K / month Β· πŸ“¦ 5 Β· ⏱️ 06.02.2024):

    ip install espnet
    
speechbrain (πŸ₯‡37 Β· ⭐ 7.3K) - A PyTorch-based Speech Toolkit. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 1.2K Β· πŸ“¦ 1.5K Β· πŸ“‹ 1.1K - 14% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/speechbrain/speechbrain
    
  • PyPi (πŸ“₯ 190K / month Β· πŸ“¦ 24 Β· ⏱️ 22.11.2023):

    ip install speechbrain
    
Coqui TTS (πŸ₯‡35 Β· ⭐ 27K Β· πŸ“‰) - - a deep learning toolkit for Text-to-Speech, battle-.. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 3K Β· πŸ“₯ 1.9M Β· πŸ“‹ 980 - 8% open Β· ⏱️ 10.02.2024):

    it clone https://github.com/coqui-ai/TTS
    
  • PyPi (πŸ“₯ 130K / month Β· πŸ“¦ 26 Β· ⏱️ 12.12.2023):

    ip install tts
    
  • Conda (πŸ“₯ 10K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge tts
    
SpeechRecognition (πŸ₯‡35 Β· ⭐ 7.9K) - Speech recognition module for Python, supporting several.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 49 Β· πŸ”€ 2.3K Β· πŸ“¦ 21 Β· πŸ“‹ 620 - 49% open Β· ⏱️ 06.12.2023):

    it clone https://github.com/Uberi/speech_recognition
    
  • PyPi (πŸ“₯ 630K / month Β· πŸ“¦ 840 Β· ⏱️ 06.12.2023):

    ip install SpeechRecognition
    
  • Conda (πŸ“₯ 180K Β· ⏱️ 06.12.2023):

    onda install -c conda-forge speechrecognition
    
Magenta (πŸ₯ˆ33 Β· ⭐ 19K Β· πŸ’€) - Magenta: Music and Art Generation with Machine Intelligence. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 3.8K Β· πŸ“¦ 490 Β· πŸ“‹ 990 - 40% open Β· ⏱️ 11.07.2023):

    it clone https://github.com/magenta/magenta
    
  • PyPi (πŸ“₯ 2.7K / month Β· πŸ“¦ 38 Β· ⏱️ 01.08.2022):

    ip install magenta
    
librosa (πŸ₯ˆ33 Β· ⭐ 6.5K) - Python library for audio and music analysis. ISC
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 950 Β· πŸ“‹ 1.2K - 5% open Β· ⏱️ 27.12.2023):

    it clone https://github.com/librosa/librosa
    
  • PyPi (πŸ“₯ 2.3M / month Β· πŸ“¦ 1.5K Β· ⏱️ 16.08.2023):

    ip install librosa
    
  • Conda (πŸ“₯ 720K Β· ⏱️ 16.08.2023):

    onda install -c conda-forge librosa
    
torchaudio (πŸ₯ˆ33 Β· ⭐ 2.3K) - Data manipulation and transformation for audio signal.. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 620 Β· πŸ“‹ 920 - 22% open Β· ⏱️ 09.02.2024):

    it clone https://github.com/pytorch/audio
    
  • PyPi (πŸ“₯ 2.5M / month Β· πŸ“¦ 560 Β· ⏱️ 30.01.2024):

    ip install torchaudio
    
spleeter (πŸ₯ˆ31 Β· ⭐ 24K Β· πŸ’€) - Deezer source separation library including pretrained models. MIT
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 2.7K Β· πŸ“₯ 3M Β· πŸ“¦ 650 Β· πŸ“‹ 790 - 28% open Β· ⏱️ 13.07.2023):

    it clone https://github.com/deezer/spleeter
    
  • PyPi (πŸ“₯ 14K / month Β· πŸ“¦ 6 Β· ⏱️ 10.06.2022):

    ip install spleeter
    
  • Conda (πŸ“₯ 79K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge spleeter
    
audioread (πŸ₯ˆ31 Β· ⭐ 470) - cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 110 Β· πŸ“¦ 18K Β· πŸ“‹ 91 - 38% open Β· ⏱️ 15.12.2023):

    it clone https://github.com/beetbox/audioread
    
  • PyPi (πŸ“₯ 2M / month Β· πŸ“¦ 370 Β· ⏱️ 27.09.2023):

    ip install audioread
    
  • Conda (πŸ“₯ 740K Β· ⏱️ 30.09.2023):

    onda install -c conda-forge audioread
    
audiomentations (πŸ₯ˆ30 Β· ⭐ 1.6K) - A Python library for audio data augmentation. Inspired by.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 170 Β· πŸ“¦ 420 Β· πŸ“‹ 170 - 28% open Β· ⏱️ 31.01.2024):

    it clone https://github.com/iver56/audiomentations
    
  • PyPi (πŸ“₯ 18K / month Β· πŸ“¦ 5 Β· ⏱️ 24.11.2023):

    ip install audiomentations
    
pyAudioAnalysis (πŸ₯‰28 Β· ⭐ 5.6K) - Python Audio Analysis Library: Feature Extraction,.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 1.2K Β· πŸ“¦ 430 Β· πŸ“‹ 310 - 61% open Β· ⏱️ 22.10.2023):

    it clone https://github.com/tyiannak/pyAudioAnalysis
    
  • PyPi (πŸ“₯ 13K / month Β· πŸ“¦ 20 Β· ⏱️ 07.02.2022):

    ip install pyAudioAnalysis
    
Porcupine (πŸ₯‰28 Β· ⭐ 3.3K) - On-device wake word detection powered by deep learning. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 460 Β· πŸ“¦ 28 Β· πŸ“‹ 510 - 0% open Β· ⏱️ 09.02.2024):

    it clone https://github.com/Picovoice/Porcupine
    
  • PyPi (πŸ“₯ 5.5K / month Β· πŸ“¦ 14 Β· ⏱️ 30.01.2024):

    ip install pvporcupine
    
Madmom (πŸ₯‰26 Β· ⭐ 1.2K) - Python audio and music signal processing library. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 190 Β· πŸ“¦ 400 Β· πŸ“‹ 280 - 23% open Β· ⏱️ 10.09.2023):

    it clone https://github.com/CPJKU/madmom
    
  • PyPi (πŸ“₯ 2.5K / month Β· πŸ“¦ 33 Β· ⏱️ 14.11.2018):

    ip install madmom
    
python-soundfile (πŸ₯‰26 Β· ⭐ 640) - SoundFile is an audio library based on libsndfile, CFFI, and.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 94 Β· πŸ“₯ 17K Β· πŸ“‹ 230 - 42% open Β· ⏱️ 05.01.2024):

    it clone https://github.com/bastibe/python-soundfile
    
  • PyPi (πŸ“₯ 1.8M / month Β· πŸ“¦ 310 Β· ⏱️ 15.02.2023):

    ip install soundfile
    
  • Conda:

    onda install -c anaconda pysoundfile
    
DDSP (πŸ₯‰24 Β· ⭐ 2.7K Β· πŸ’€) - DDSP: Differentiable Digital Signal Processing. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 310 Β· πŸ“¦ 49 Β· πŸ“‹ 170 - 25% open Β· ⏱️ 30.06.2023):

    it clone https://github.com/magenta/ddsp
    
  • PyPi (πŸ“₯ 1.8K / month Β· πŸ“¦ 1 Β· ⏱️ 25.05.2022):

    ip install ddsp
    
  • Conda (πŸ“₯ 15K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge ddsp
    
tinytag (πŸ₯‰24 Β· ⭐ 650 Β· πŸ“ˆ) - Read audio and music meta data and duration of MP3, OGG, OPUS, MP4,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 100 Β· πŸ“‹ 110 - 13% open Β· ⏱️ 26.10.2023):

    it clone https://github.com/devsnd/tinytag
    
  • PyPi (πŸ“₯ 22K / month Β· πŸ“¦ 110 Β· ⏱️ 26.10.2023):

    ip install tinytag
    
nnAudio (πŸ₯‰21 Β· ⭐ 930) - Audio processing by using pytorch 1D convolution network. MIT
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 89 Β· πŸ“¦ 160 Β· πŸ“‹ 62 - 29% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/KinWaiCheuk/nnAudio
    
  • PyPi (πŸ“₯ 5.4K / month Β· πŸ“¦ 4 Β· ⏱️ 13.02.2024):

    ip install nnAudio
    
textlesslib (πŸ₯‰10 Β· ⭐ 490) - Library for Textless Spoken Language Processing. MIT
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 49 Β· πŸ“‹ 18 - 50% open Β· ⏱️ 29.08.2023):

    it clone https://github.com/facebookresearch/textlesslib
    
Show 11 hidden projects...
  • Pydub (πŸ₯‡35 Β· ⭐ 8.1K Β· πŸ’€) - Manipulate audio with a simple and easy high level interface. MIT
  • DeepSpeech (πŸ₯ˆ34 Β· ⭐ 24K Β· πŸ’€) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
  • aubio (πŸ₯‰29 Β· ⭐ 3.1K) - a library for audio and music analysis. ❗️GPL-3.0
  • Essentia (πŸ₯‰29 Β· ⭐ 2.6K) - C++ library for audio and music analysis, description and.. ❗️AGPL-3.0
  • TTS (πŸ₯‰26 Β· ⭐ 8.6K Β· πŸ’€) - Deep learning for Text to Speech (Discussion forum:.. MPL-2.0
  • python_speech_features (πŸ₯‰24 Β· ⭐ 2.3K Β· πŸ’€) - This library provides common speech features for ASR.. MIT
  • kapre (πŸ₯‰23 Β· ⭐ 910 Β· πŸ’€) - kapre: Keras Audio Preprocessors. MIT
  • Dejavu (πŸ₯‰22 Β· ⭐ 6.3K Β· πŸ’€) - Audio fingerprinting and recognition in Python. MIT
  • Julius (πŸ₯‰21 Β· ⭐ 400 Β· πŸ’€) - Fast PyTorch based DSP for audio and 1D signals. MIT
  • TimeSide (πŸ₯‰20 Β· ⭐ 360 Β· πŸ’€) - scalable audio processing framework and server written in.. ❗️AGPL-3.0
  • Muda (πŸ₯‰17 Β· ⭐ 220 Β· πŸ’€) - A library for augmenting annotated audio data. ISC

Geospatial Data

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Libraries to load, process, analyze, and write geographic data as well as libraries for spatial analysis, map visualization, and geocoding.

pydeck (πŸ₯‡42 Β· ⭐ 12K) - WebGL2 powered visualization framework. MIT
  • GitHub (πŸ‘¨β€πŸ’» 250 Β· πŸ”€ 2.1K Β· πŸ“¦ 7.1K Β· πŸ“‹ 2.9K - 10% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/visgl/deck.gl
    
  • PyPi (πŸ“₯ 2M / month Β· πŸ“¦ 58 Β· ⏱️ 15.04.2023):

    ip install pydeck
    
  • Conda (πŸ“₯ 480K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge pydeck
    
  • npm (πŸ“₯ 420K / month Β· πŸ“¦ 490 Β· ⏱️ 14.02.2024):

    pm install deck.gl
    
GeoPandas (πŸ₯‡40 Β· ⭐ 4.1K) - Python tools for geographic data. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 910 Β· πŸ“₯ 2.4K Β· πŸ“¦ 31K Β· πŸ“‹ 1.6K - 27% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/geopandas/geopandas
    
  • PyPi (πŸ“₯ 6M / month Β· πŸ“¦ 1.9K Β· ⏱️ 31.01.2024):

    ip install geopandas
    
  • Conda (πŸ“₯ 3.4M Β· ⏱️ 31.01.2024):

    onda install -c conda-forge geopandas
    
folium (πŸ₯‡39 Β· ⭐ 6.6K) - Python Data. Leaflet.js Maps. MIT
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 2.2K Β· πŸ“¦ 34K Β· πŸ“‹ 1.1K - 7% open Β· ⏱️ 08.02.2024):

    it clone https://github.com/python-visualization/folium
    
  • PyPi (πŸ“₯ 940K / month Β· πŸ“¦ 830 Β· ⏱️ 04.12.2023):

    ip install folium
    
  • Conda (πŸ“₯ 2.5M Β· ⏱️ 04.12.2023):

    onda install -c conda-forge folium
    
Shapely (πŸ₯ˆ38 Β· ⭐ 3.6K) - Manipulation and analysis of geometric objects. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 550 Β· πŸ“₯ 3.1K Β· πŸ“¦ 62K Β· πŸ“‹ 1.2K - 22% open Β· ⏱️ 12.02.2024):

    it clone https://github.com/shapely/shapely
    
  • PyPi (πŸ“₯ 18M / month Β· πŸ“¦ 1.4K Β· ⏱️ 12.10.2023):

    ip install shapely
    
  • Conda (πŸ“₯ 8.9M Β· ⏱️ 23.11.2023):

    onda install -c conda-forge shapely
    
Rasterio (πŸ₯ˆ37 Β· ⭐ 2.1K) - Rasterio reads and writes geospatial raster datasets. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 520 Β· πŸ“₯ 850 Β· πŸ“¦ 10K Β· πŸ“‹ 1.8K - 9% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/rasterio/rasterio
    
  • PyPi (πŸ“₯ 2.2M / month Β· πŸ“¦ 1.1K Β· ⏱️ 19.10.2023):

    ip install rasterio
    
  • Conda (πŸ“₯ 2.8M Β· ⏱️ 13.12.2023):

    onda install -c conda-forge rasterio
    
Fiona (πŸ₯ˆ36 Β· ⭐ 1.1K) - Fiona reads and writes geographic data files. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 210 Β· πŸ“¦ 18K Β· πŸ“‹ 770 - 4% open Β· ⏱️ 16.01.2024):

    it clone https://github.com/Toblerity/Fiona
    
  • PyPi (πŸ“₯ 6.2M / month Β· πŸ“¦ 80 Β· ⏱️ 12.10.2023):

    ip install fiona
    
  • Conda (πŸ“₯ 5.2M Β· ⏱️ 01.01.2024):

    onda install -c conda-forge fiona
    
geopy (πŸ₯ˆ35 Β· ⭐ 4.2K) - Geocoding library for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 660 Β· πŸ“₯ 20 Β· πŸ“‹ 280 - 11% open Β· ⏱️ 23.11.2023):

    it clone https://github.com/geopy/geopy
    
  • PyPi (πŸ“₯ 4.7M / month Β· πŸ“¦ 4.1K Β· ⏱️ 23.11.2023):

    ip install geopy
    
  • Conda (πŸ“₯ 1.3M Β· ⏱️ 24.11.2023):

    onda install -c conda-forge geopy
    
pyproj (πŸ₯ˆ35 Β· ⭐ 960) - Python interface to PROJ (cartographic projections and coordinate.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 210 Β· πŸ“¦ 27K Β· πŸ“‹ 600 - 5% open Β· ⏱️ 12.02.2024):

    it clone https://github.com/pyproj4/pyproj
    
  • PyPi (πŸ“₯ 8M / month Β· πŸ“¦ 2.1K Β· ⏱️ 21.09.2023):

    ip install pyproj
    
  • Conda (πŸ“₯ 7.2M Β· ⏱️ 08.12.2023):

    onda install -c conda-forge pyproj
    
ipyleaflet (πŸ₯ˆ34 Β· ⭐ 1.4K) - A Jupyter - Leaflet.js bridge. MIT
  • GitHub (πŸ‘¨β€πŸ’» 87 Β· πŸ”€ 360 Β· πŸ“¦ 7.3K Β· πŸ“‹ 620 - 43% open Β· ⏱️ 26.01.2024):

    it clone https://github.com/jupyter-widgets/ipyleaflet
    
  • PyPi (πŸ“₯ 140K / month Β· πŸ“¦ 160 Β· ⏱️ 23.01.2024):

    ip install ipyleaflet
    
  • Conda (πŸ“₯ 1.1M Β· ⏱️ 23.01.2024):

    onda install -c conda-forge ipyleaflet
    
  • npm (πŸ“₯ 15K / month Β· πŸ“¦ 6 Β· ⏱️ 23.01.2024):

    pm install jupyter-leaflet
    
ArcGIS API (πŸ₯‰31 Β· ⭐ 1.7K) - Documentation and samples for ArcGIS API for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 89 Β· πŸ”€ 1.1K Β· πŸ“₯ 10K Β· πŸ“¦ 4 Β· πŸ“‹ 660 - 7% open Β· ⏱️ 09.02.2024):

    it clone https://github.com/Esri/arcgis-python-api
    
  • PyPi (πŸ“₯ 120K / month Β· πŸ“¦ 33 Β· ⏱️ 12.12.2023):

    ip install arcgis
    
  • Docker Hub:

    ocker pull esridocker/arcgis-api-python-notebook
    
geojson (πŸ₯‰31 Β· ⭐ 860) - Python bindings and utilities for GeoJSON. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 56 Β· πŸ”€ 120 Β· πŸ“¦ 16K Β· πŸ“‹ 100 - 26% open Β· ⏱️ 06.11.2023):

    it clone https://github.com/jazzband/geojson
    
  • PyPi (πŸ“₯ 1.5M / month Β· πŸ“¦ 1.3K Β· ⏱️ 05.11.2023):

    ip install geojson
    
  • Conda (πŸ“₯ 780K Β· ⏱️ 06.11.2023):

    onda install -c conda-forge geojson
    
GeoViews (πŸ₯‰29 Β· ⭐ 550) - Simple, concise geographical visualization in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 73 Β· πŸ“¦ 880 Β· πŸ“‹ 340 - 31% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/holoviz/geoviews
    
  • PyPi (πŸ“₯ 9.4K / month Β· πŸ“¦ 40 Β· ⏱️ 13.02.2024):

    ip install geoviews
    
  • Conda (πŸ“₯ 210K Β· ⏱️ 13.02.2024):

    onda install -c conda-forge geoviews
    
PySAL (πŸ₯‰27 Β· ⭐ 1.2K) - PySAL: Python Spatial Analysis Library Meta-Package. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 78 Β· πŸ”€ 280 Β· πŸ“‹ 630 - 2% open Β· ⏱️ 31.01.2024):

    it clone https://github.com/pysal/pysal
    
  • PyPi (πŸ“₯ 27K / month Β· πŸ“¦ 39 Β· ⏱️ 31.01.2024):

    ip install pysal
    
  • Conda (πŸ“₯ 530K Β· ⏱️ 04.10.2023):

    onda install -c conda-forge pysal
    
EarthPy (πŸ₯‰26 Β· ⭐ 470) - A package built to support working with spatial data using open source.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 150 Β· πŸ“¦ 280 Β· πŸ“‹ 230 - 10% open Β· ⏱️ 23.08.2023):

    it clone https://github.com/earthlab/earthpy
    
  • PyPi (πŸ“₯ 4.8K / month Β· πŸ“¦ 17 Β· ⏱️ 01.10.2021):

    ip install earthpy
    
  • Conda (πŸ“₯ 72K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge earthpy
    
pymap3d (πŸ₯‰26 Β· ⭐ 360) - pure-Python (Numpy optional) 3D coordinate conversions for geospace ecef.. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 85 Β· πŸ“¦ 360 Β· πŸ“‹ 54 - 12% open Β· ⏱️ 11.02.2024):

    it clone https://github.com/geospace-code/pymap3d
    
  • PyPi (πŸ“₯ 86K / month Β· πŸ“¦ 25 Β· ⏱️ 11.02.2024):

    ip install pymap3d
    
  • Conda (πŸ“₯ 67K Β· ⏱️ 11.02.2024):

    onda install -c conda-forge pymap3d
    
Show 7 hidden projects...
  • Satpy (πŸ₯‰32 Β· ⭐ 980) - Python package for earth-observing satellite data processing. ❗️GPL-3.0
  • Geocoder (πŸ₯‰31 Β· ⭐ 1.6K Β· πŸ’€) - Python Geocoder. MIT
  • Sentinelsat (πŸ₯‰26 Β· ⭐ 950) - Search and download Copernicus Sentinel satellite images. ❗️GPL-3.0
  • gmaps (πŸ₯‰24 Β· ⭐ 760 Β· πŸ’€) - Google maps for Jupyter notebooks. BSD-3
  • Mapbox GL (πŸ₯‰24 Β· ⭐ 650 Β· πŸ’€) - Use Mapbox GL JS to visualize data in a Python Jupyter notebook. MIT
  • prettymaps (πŸ₯‰22 Β· ⭐ 11K Β· πŸ’€) - A small set of Python functions to draw pretty maps from.. ❗️AGPL-3.0
  • geoplotlib (πŸ₯‰20 Β· ⭐ 1K Β· πŸ’€) - python toolbox for visualizing geographical data and making maps. MIT

Financial Data

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Libraries for algorithmic stock/crypto trading, risk analytics, backtesting, technical analysis, and other tasks on financial data.

yfinance (πŸ₯‡40 Β· ⭐ 11K) - Download market data from Yahoo! Finances API. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 2.1K Β· πŸ“¦ 33K Β· πŸ“‹ 1.2K - 14% open Β· ⏱️ 11.02.2024):

    it clone https://github.com/ranaroussi/yfinance
    
  • PyPi (πŸ“₯ 1.5M / month Β· πŸ“¦ 320 Β· ⏱️ 21.01.2024):

    ip install yfinance
    
  • Conda (πŸ“₯ 86K Β· ⏱️ 16.06.2023):

    onda install -c ranaroussi yfinance
    
ta (πŸ₯ˆ31 Β· ⭐ 3.9K) - Technical Analysis Library using Pandas and Numpy. MIT
  • GitHub (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 820 Β· πŸ“¦ 3K Β· πŸ“‹ 230 - 54% open Β· ⏱️ 02.11.2023):

    it clone https://github.com/bukosabino/ta
    
  • PyPi (πŸ“₯ 77K / month Β· πŸ“¦ 50 Β· ⏱️ 02.11.2023):

    ip install ta
    
  • Conda (πŸ“₯ 23K Β· ⏱️ 02.11.2023):

    onda install -c conda-forge ta
    
bt (πŸ₯ˆ31 Β· ⭐ 1.9K) - bt - flexible backtesting for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 430 Β· πŸ“¦ 1.6K Β· πŸ“‹ 340 - 24% open Β· ⏱️ 05.02.2024):

    it clone https://github.com/pmorissette/bt
    
  • PyPi (πŸ“₯ 7.6K / month Β· πŸ“¦ 28 Β· ⏱️ 20.11.2023):

    ip install bt
    
  • Conda (πŸ“₯ 21K Β· ⏱️ 20.11.2023):

    onda install -c conda-forge bt
    
ffn (πŸ₯ˆ30 Β· ⭐ 1.7K) - ffn - a financial function library for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 280 Β· πŸ“¦ 420 Β· πŸ“‹ 120 - 18% open Β· ⏱️ 31.12.2023):

    it clone https://github.com/pmorissette/ffn
    
  • PyPi (πŸ“₯ 170K / month Β· πŸ“¦ 31 Β· ⏱️ 31.12.2023):

    ip install ffn
    
  • Conda (πŸ“₯ 6.7K Β· ⏱️ 31.12.2023):

    onda install -c conda-forge ffn
    
Alpha Vantage (πŸ₯ˆ29 Β· ⭐ 4.1K) - A python wrapper for Alpha Vantage API for financial data. MIT
  • GitHub (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 710 Β· πŸ“¦ 480 Β· πŸ“‹ 280 - 2% open Β· ⏱️ 11.11.2023):

    it clone https://github.com/RomelTorres/alpha_vantage
    
  • PyPi (πŸ“₯ 29K / month Β· πŸ“¦ 32 Β· ⏱️ 21.12.2020):

    ip install alpha_vantage
    
  • Conda (πŸ“₯ 6.3K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge alpha_vantage
    
Qlib (πŸ₯ˆ28 Β· ⭐ 13K) - Qlib is an AI-oriented quantitative investment platform that aims to.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 2.3K Β· πŸ“₯ 390 Β· πŸ“¦ 21 Β· πŸ“‹ 870 - 22% open Β· ⏱️ 21.11.2023):

    it clone https://github.com/microsoft/qlib
    
  • PyPi (πŸ“₯ 1.4K / month Β· πŸ“¦ 1 Β· ⏱️ 18.07.2023):

    ip install pyqlib
    
IB-insync (πŸ₯‰27 Β· ⭐ 2.6K) - Python sync/async framework for Interactive Brokers API. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 600 Β· πŸ“‹ 580 - 3% open Β· ⏱️ 11.12.2023):

    it clone https://github.com/erdewit/ib_insync
    
  • PyPi (πŸ“₯ 33K / month Β· πŸ“¦ 28 Β· ⏱️ 21.11.2022):

    ip install ib_insync
    
  • Conda (πŸ“₯ 39K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge ib-insync
    
stockstats (πŸ₯‰25 Β· ⭐ 1.2K) - Supply a wrapper ``StockDataFrame`` based on the.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 290 Β· πŸ“¦ 990 Β· πŸ“‹ 120 - 9% open Β· ⏱️ 05.01.2024):

    it clone https://github.com/jealous/stockstats
    
  • PyPi (πŸ“₯ 10K / month Β· πŸ“¦ 30 Β· ⏱️ 30.07.2023):

    ip install stockstats
    
PyAlgoTrade (πŸ₯‰24 Β· ⭐ 4.2K Β· πŸ’€) - Python Algorithmic Trading Library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 1.4K Β· πŸ“¦ 180 Β· ⏱️ 05.03.2023):

    it clone https://github.com/gbeced/pyalgotrade
    
  • PyPi (πŸ“₯ 520 / month Β· πŸ“¦ 21 Β· ⏱️ 21.08.2018):

    ip install pyalgotrade
    
FinQuant (πŸ₯‰23 Β· ⭐ 1.2K) - A program for financial portfolio management, analysis and optimisation. MIT
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 170 Β· πŸ“¦ 88 Β· πŸ“‹ 48 - 33% open Β· ⏱️ 03.09.2023):

    it clone https://github.com/fmilthaler/FinQuant
    
  • PyPi (πŸ“₯ 530 / month Β· ⏱️ 04.09.2023):

    ip install FinQuant
    
finmarketpy (πŸ₯‰22 Β· ⭐ 3.3K) - Python library for backtesting trading strategies & analyzing.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 500 Β· πŸ“₯ 51 Β· πŸ“¦ 11 Β· πŸ“‹ 28 - 85% open Β· ⏱️ 01.01.2024):

    it clone https://github.com/cuemacro/finmarketpy
    
  • PyPi (πŸ“₯ 260 / month Β· ⏱️ 01.01.2024):

    ip install finmarketpy
    
tf-quant-finance (πŸ₯‰20 Β· ⭐ 4.2K) - High-performance TensorFlow library for quantitative.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 47 Β· πŸ”€ 540 Β· πŸ“‹ 65 - 56% open Β· ⏱️ 15.08.2023):

    it clone https://github.com/google/tf-quant-finance
    
  • PyPi (πŸ“₯ 760 / month Β· πŸ“¦ 2 Β· ⏱️ 19.08.2022):

    ip install tf-quant-finance
    
Show 13 hidden projects...
  • zipline (πŸ₯‡33 Β· ⭐ 17K Β· πŸ’€) - Zipline, a Pythonic Algorithmic Trading Library. Apache-2
  • pyfolio (πŸ₯‡32 Β· ⭐ 5.3K Β· πŸ’€) - Portfolio and risk analytics in Python. Apache-2
  • arch (πŸ₯ˆ31 Β· ⭐ 1.2K) - ARCH models in Python. ❗Unlicensed
  • backtrader (πŸ₯ˆ29 Β· ⭐ 13K Β· πŸ’€) - Python Backtesting library for trading strategies. ❗️GPL-3.0
  • empyrical (πŸ₯ˆ28 Β· ⭐ 1.2K Β· πŸ’€) - Common financial risk and performance metrics. Used by.. Apache-2
  • Alphalens (πŸ₯‰27 Β· ⭐ 3K Β· πŸ’€) - Performance analysis of predictive (alpha) stock factors. Apache-2
  • TensorTrade (πŸ₯‰26 Β· ⭐ 4.3K Β· πŸ’€) - An open source reinforcement learning framework for.. Apache-2
  • Enigma Catalyst (πŸ₯‰26 Β· ⭐ 2.5K Β· πŸ’€) - An Algorithmic Trading Library for Crypto-Assets in.. Apache-2
  • Crypto Signals (πŸ₯‰23 Β· ⭐ 4.6K Β· πŸ’€) - Github.com/CryptoSignal - Trading & Technical Analysis Bot -.. MIT
  • FinTA (πŸ₯‰23 Β· ⭐ 2K Β· πŸ’€) - Common financial technical indicators implemented in Pandas. ❗️LGPL-3.0
  • Backtesting.py (πŸ₯‰22 Β· ⭐ 4.6K Β· πŸ’€) - Backtest trading strategies in Python. ❗️AGPL-3.0
  • surpriver (πŸ₯‰12 Β· ⭐ 1.7K Β· πŸ’€) - Find big moving stocks before they move using machine.. ❗️GPL-3.0
  • pyrtfolio (πŸ₯‰8 Β· ⭐ 140 Β· πŸ’€) - Python package to generate stock portfolios. ❗️GPL-3.0

Time Series Data

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Libraries for forecasting, anomaly detection, feature extraction, and machine learning on time-series and sequential data.

sktime (πŸ₯‡39 Β· ⭐ 7.2K) - A unified framework for machine learning with time series. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 320 Β· πŸ”€ 1.2K Β· πŸ“₯ 84 Β· πŸ“¦ 2.2K Β· πŸ“‹ 2.1K - 35% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/alan-turing-institute/sktime
    
  • PyPi (πŸ“₯ 740K / month Β· πŸ“¦ 60 Β· ⏱️ 27.01.2024):

    ip install sktime
    
  • Conda (πŸ“₯ 930K Β· ⏱️ 27.01.2024):

    onda install -c conda-forge sktime-all-extras
    
Prophet (πŸ₯‡35 Β· ⭐ 17K) - Tool for producing high quality forecasts for time series data that has.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 170 Β· πŸ”€ 4.5K Β· πŸ“₯ 2.3K Β· πŸ“¦ 21 Β· πŸ“‹ 2.1K - 17% open Β· ⏱️ 18.10.2023):

    it clone https://github.com/facebook/prophet
    
  • PyPi (πŸ“₯ 800K / month Β· πŸ“¦ 130 Β· ⏱️ 05.09.2020):

    ip install fbprophet
    
  • Conda (πŸ“₯ 1.1M Β· ⏱️ 20.10.2023):

    onda install -c conda-forge prophet
    
StatsForecast (πŸ₯‡34 Β· ⭐ 3.4K) - Lightning fast forecasting with statistical and econometric.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 230 Β· πŸ“¦ 710 Β· πŸ“‹ 290 - 29% open Β· ⏱️ 05.02.2024):

    it clone https://github.com/Nixtla/statsforecast
    
  • PyPi (πŸ“₯ 480K / month Β· πŸ“¦ 26 Β· ⏱️ 05.02.2024):

    ip install statsforecast
    
  • Conda (πŸ“₯ 59K Β· ⏱️ 06.02.2024):

    onda install -c conda-forge statsforecast
    
pmdarima (πŸ₯ˆ33 Β· ⭐ 1.5K) - A statistical library designed to fill the void in Pythons time series.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 230 Β· πŸ“¦ 7.3K Β· πŸ“‹ 320 - 15% open Β· ⏱️ 23.10.2023):

    it clone https://github.com/alkaline-ml/pmdarima
    
  • PyPi (πŸ“₯ 1.9M / month Β· πŸ“¦ 89 Β· ⏱️ 23.10.2023):

    ip install pmdarima
    
  • Conda (πŸ“₯ 1M Β· ⏱️ 27.10.2023):

    onda install -c conda-forge pmdarima
    
NeuralProphet (πŸ₯ˆ32 Β· ⭐ 3.5K) - NeuralProphet: A simple forecasting package. MIT
  • GitHub (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 450 Β· πŸ“¦ 380 Β· πŸ“‹ 510 - 7% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/ourownstory/neural_prophet
    
  • PyPi (πŸ“₯ 69K / month Β· πŸ“¦ 5 Β· ⏱️ 14.02.2024):

    ip install neuralprophet
    
tslearn (πŸ₯ˆ32 Β· ⭐ 2.7K) - The machine learning toolkit for time series analysis in Python. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 320 Β· πŸ“¦ 1.1K Β· πŸ“‹ 320 - 39% open Β· ⏱️ 19.01.2024):

    it clone https://github.com/tslearn-team/tslearn
    
  • PyPi (πŸ“₯ 300K / month Β· πŸ“¦ 49 Β· ⏱️ 12.12.2023):

    ip install tslearn
    
  • Conda (πŸ“₯ 1.3M Β· ⏱️ 04.02.2024):

    onda install -c conda-forge tslearn
    
tsfresh (πŸ₯ˆ31 Β· ⭐ 8K) - Automatic extraction of relevant features from time series:. MIT
  • GitHub (πŸ‘¨β€πŸ’» 92 Β· πŸ”€ 1.2K Β· πŸ“¦ 21 Β· πŸ“‹ 530 - 11% open Β· ⏱️ 28.01.2024):

    it clone https://github.com/blue-yonder/tsfresh
    
  • PyPi (πŸ“₯ 230K / month Β· πŸ“¦ 77 Β· ⏱️ 28.01.2024):

    ip install tsfresh
    
  • Conda (πŸ“₯ 1.3M Β· ⏱️ 28.01.2024):

    onda install -c conda-forge tsfresh
    
Darts (πŸ₯ˆ31 Β· ⭐ 7K) - A python library for user-friendly forecasting and anomaly detection on.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 780 Β· πŸ“¦ 520 Β· πŸ“‹ 1.3K - 18% open Β· ⏱️ 08.02.2024):

    it clone https://github.com/unit8co/darts
    
  • PyPi (πŸ“₯ 23K / month Β· πŸ“¦ 5 Β· ⏱️ 21.01.2024):

    ip install u8darts
    
  • Conda (πŸ“₯ 40K Β· ⏱️ 21.01.2024):

    onda install -c conda-forge u8darts-all
    
  • Docker Hub (πŸ“₯ 510 Β· ⏱️ 21.01.2024):

    ocker pull unit8/darts
    
STUMPY (πŸ₯ˆ31 Β· ⭐ 2.9K) - STUMPY is a powerful and scalable Python library for modern time series.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 270 Β· πŸ“¦ 640 Β· πŸ“‹ 470 - 11% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/TDAmeritrade/stumpy
    
  • PyPi (πŸ“₯ 220K / month Β· πŸ“¦ 16 Β· ⏱️ 21.08.2023):

    ip install stumpy
    
  • Conda (πŸ“₯ 960K Β· ⏱️ 21.08.2023):

    onda install -c conda-forge stumpy
    
GluonTS (πŸ₯ˆ30 Β· ⭐ 4.1K) - Probabilistic time series modeling in Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 760 Β· πŸ“‹ 920 - 32% open Β· ⏱️ 07.02.2024):

    it clone https://github.com/awslabs/gluon-ts
    
  • PyPi (πŸ“₯ 200K / month Β· πŸ“¦ 16 Β· ⏱️ 02.02.2024):

    ip install gluonts
    
  • Conda (πŸ“₯ 720 Β· ⏱️ 22.12.2023):

    onda install -c anaconda gluonts
    
NeuralForecast (πŸ₯ˆ30 Β· ⭐ 2.2K) - Scalable and user friendly neural forecasting algorithms. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 250 Β· πŸ“¦ 100 Β· πŸ“‹ 410 - 23% open Β· ⏱️ 30.01.2024):

    it clone https://github.com/Nixtla/neuralforecast
    
  • PyPi (πŸ“₯ 15K / month Β· πŸ“¦ 5 Β· ⏱️ 05.10.2023):

    ip install neuralforecast
    
  • Conda (πŸ“₯ 13K Β· ⏱️ 06.10.2023):

    onda install -c conda-forge neuralforecast
    
pytorch-forecasting (πŸ₯ˆ29 Β· ⭐ 3.5K) - Time series forecasting with PyTorch. MIT
  • GitHub (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 550 Β· πŸ“‹ 750 - 62% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/jdb78/pytorch-forecasting
    
  • PyPi (πŸ“₯ 66K / month Β· πŸ“¦ 10 Β· ⏱️ 26.07.2020):

    ip install pytorch-forecasting
    
  • Conda (πŸ“₯ 54K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge pytorch-forecasting
    
skforecast (πŸ₯‰27 Β· ⭐ 810) - Time series forecasting with scikit-learn models. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 100 Β· πŸ“¦ 240 Β· πŸ“‹ 120 - 21% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/JoaquinAmatRodrigo/skforecast
    
  • PyPi (πŸ“₯ 58K / month Β· πŸ“¦ 8 Β· ⏱️ 16.11.2023):

    ip install skforecast
    
uber/orbit (πŸ₯‰26 Β· ⭐ 1.8K) - A Python package for Bayesian forecasting with object-oriented.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 130 Β· πŸ“¦ 45 Β· πŸ“‹ 400 - 13% open Β· ⏱️ 22.01.2024):

    it clone https://github.com/uber/orbit
    
  • PyPi (πŸ“₯ 34K / month Β· πŸ“¦ 1 Β· ⏱️ 29.01.2023):

    ip install orbit-ml
    
  • Conda (πŸ“₯ 4.9K Β· ⏱️ 19.12.2023):

    onda install -c conda-forge orbit-ml
    
pyts (πŸ₯‰26 Β· ⭐ 1.7K Β· πŸ’€) - A Python package for time series classification. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 160 Β· πŸ“¦ 550 Β· πŸ“‹ 76 - 55% open Β· ⏱️ 20.06.2023):

    it clone https://github.com/johannfaouzi/pyts
    
  • PyPi (πŸ“₯ 94K / month Β· πŸ“¦ 19 Β· ⏱️ 31.10.2021):

    ip install pyts
    
  • Conda (πŸ“₯ 22K Β· ⏱️ 18.06.2023):

    onda install -c conda-forge pyts
    
greykite (πŸ₯‰22 Β· ⭐ 1.8K) - A flexible, intuitive and fast forecasting library. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 100 Β· πŸ“₯ 9 Β· πŸ“¦ 27 Β· πŸ“‹ 100 - 25% open Β· ⏱️ 16.01.2024):

    it clone https://github.com/linkedin/greykite
    
  • PyPi (πŸ“₯ 12K / month Β· ⏱️ 12.01.2024):

    ip install greykite
    
luminol (πŸ₯‰22 Β· ⭐ 1.1K Β· πŸ’€) - Anomaly Detection and Correlation library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 220 Β· πŸ“¦ 77 Β· πŸ“‹ 43 - 72% open Β· ⏱️ 09.05.2023):

    it clone https://github.com/linkedin/luminol
    
  • PyPi (πŸ“₯ 9K / month Β· πŸ“¦ 15 Β· ⏱️ 11.12.2017):

    ip install luminol
    
TSFEL (πŸ₯‰22 Β· ⭐ 800) - An intuitive library to extract features from time series. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 130 Β· πŸ“¦ 110 Β· πŸ“‹ 69 - 7% open Β· ⏱️ 24.11.2023):

    it clone https://github.com/fraunhoferportugal/tsfel
    
  • PyPi (πŸ“₯ 23K / month Β· ⏱️ 22.08.2023):

    ip install tsfel
    
tick (πŸ₯‰22 Β· ⭐ 460 Β· πŸ’€) - Module for statistical learning, with a particular emphasis on time-.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 97 Β· πŸ“₯ 300 Β· πŸ“¦ 74 Β· πŸ“‹ 240 - 28% open Β· ⏱️ 05.03.2023):

    it clone https://github.com/X-DataInitiative/tick
    
  • PyPi (πŸ“₯ 1.3K / month Β· πŸ“¦ 2 Β· ⏱️ 24.05.2020):

    ip install tick
    
Auto TS (πŸ₯‰20 Β· ⭐ 660) - Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 110 Β· ⏱️ 28.01.2024):

    it clone https://github.com/AutoViML/Auto_TS
    
  • PyPi (πŸ“₯ 4.7K / month Β· ⏱️ 28.01.2024):

    ip install auto-ts
    
pydlm (πŸ₯‰19 Β· ⭐ 470) - A python library for Bayesian time series modeling. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 97 Β· πŸ“¦ 33 Β· πŸ“‹ 49 - 75% open Β· ⏱️ 04.09.2023):

    it clone https://github.com/wwrechard/pydlm
    
  • PyPi (πŸ“₯ 21K / month Β· πŸ“¦ 2 Β· ⏱️ 19.12.2018):

    ip install pydlm
    
tsflex (πŸ₯‰19 Β· ⭐ 350) - Flexible time series feature extraction & processing. MIT
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 24 Β· πŸ“¦ 12 Β· πŸ“‹ 47 - 55% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/predict-idlab/tsflex
    
  • PyPi (πŸ“₯ 240 / month Β· ⏱️ 11.10.2022):

    ip install tsflex
    
  • Conda (πŸ“₯ 20K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge tsflex
    
Show 8 hidden projects...
  • Streamz (πŸ₯‰26 Β· ⭐ 1.2K Β· πŸ’€) - Real-time stream processing for python. BSD-3
  • PyFlux (πŸ₯‰24 Β· ⭐ 2.1K Β· πŸ’€) - Open source time series library for Python. BSD-3
  • ADTK (πŸ₯‰20 Β· ⭐ 1K Β· πŸ’€) - A Python toolkit for rule-based/unsupervised anomaly detection in time.. MPL-2.0
  • seglearn (πŸ₯‰20 Β· ⭐ 560 Β· πŸ’€) - Python module for machine learning time series:. BSD-3
  • matrixprofile-ts (πŸ₯‰19 Β· ⭐ 720 Β· πŸ’€) - A Python library for detecting patterns and anomalies.. Apache-2
  • atspy (πŸ₯‰15 Β· ⭐ 510 Β· πŸ’€) - AtsPy: Automated Time Series Models in Python (by @firmai). MIT
  • tsaug (πŸ₯‰14 Β· ⭐ 330 Β· πŸ’€) - A Python package for time series augmentation. Apache-2
  • tslumen (πŸ₯‰8 Β· ⭐ 56 Β· πŸ’€) - A library for Time Series EDA (exploratory data analysis). Apache-2

Medical Data

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Libraries for processing and analyzing medical data such as MRIs, EEGs, genomic data, and other medical imaging formats.

MNE (πŸ₯‡38 Β· ⭐ 2.5K) - MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 360 Β· πŸ”€ 1.3K Β· πŸ“¦ 3.5K Β· πŸ“‹ 4.8K - 10% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/mne-tools/mne-python
    
  • PyPi (πŸ“₯ 110K / month Β· πŸ“¦ 290 Β· ⏱️ 16.01.2024):

    ip install mne
    
  • Conda (πŸ“₯ 350K Β· ⏱️ 16.01.2024):

    onda install -c conda-forge mne
    
MONAI (πŸ₯‡36 Β· ⭐ 5K) - AI Toolkit for Healthcare Imaging. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 930 Β· πŸ“¦ 1.8K Β· πŸ“‹ 2.9K - 9% open Β· ⏱️ 07.02.2024):

    it clone https://github.com/Project-MONAI/MONAI
    
  • PyPi (πŸ“₯ 130K / month Β· πŸ“¦ 53 Β· ⏱️ 12.10.2023):

    ip install monai
    
  • Conda (πŸ“₯ 21K Β· ⏱️ 12.10.2023):

    onda install -c conda-forge monai
    
Nilearn (πŸ₯ˆ35 Β· ⭐ 1.1K) - Machine learning for NeuroImaging in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 540 Β· πŸ“₯ 150 Β· πŸ“¦ 2.9K Β· πŸ“‹ 2K - 14% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/nilearn/nilearn
    
  • PyPi (πŸ“₯ 51K / month Β· πŸ“¦ 300 Β· ⏱️ 29.01.2024):

    ip install nilearn
    
  • Conda (πŸ“₯ 260K Β· ⏱️ 29.01.2024):

    onda install -c conda-forge nilearn
    
NiBabel (πŸ₯ˆ35 Β· ⭐ 610) - Python package to access a cacophony of neuro-imaging file formats. MIT
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 250 Β· πŸ“¦ 17K Β· πŸ“‹ 520 - 24% open Β· ⏱️ 26.12.2023):

    it clone https://github.com/nipy/nibabel
    
  • PyPi (πŸ“₯ 430K / month Β· πŸ“¦ 1.2K Β· ⏱️ 11.12.2023):

    ip install nibabel
    
  • Conda (πŸ“₯ 680K Β· ⏱️ 12.12.2023):

    onda install -c conda-forge nibabel
    
Lifelines (πŸ₯ˆ34 Β· ⭐ 2.2K) - Survival analysis in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 580 Β· πŸ“¦ 2.2K Β· πŸ“‹ 950 - 25% open Β· ⏱️ 15.01.2024):

    it clone https://github.com/CamDavidsonPilon/lifelines
    
  • PyPi (πŸ“₯ 680K / month Β· πŸ“¦ 130 Β· ⏱️ 03.01.2024):

    ip install lifelines
    
  • Conda (πŸ“₯ 310K Β· ⏱️ 13.09.2023):

    onda install -c conda-forge lifelines
    
NIPYPE (πŸ₯ˆ33 Β· ⭐ 720) - Workflows and interfaces for neuroimaging packages. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 250 Β· πŸ”€ 510 Β· πŸ“¦ 4K Β· πŸ“‹ 1.3K - 29% open Β· ⏱️ 06.02.2024):

    it clone https://github.com/nipy/nipype
    
  • PyPi (πŸ“₯ 88K / month Β· πŸ“¦ 180 Β· ⏱️ 06.04.2023):

    ip install nipype
    
  • Conda (πŸ“₯ 590K Β· ⏱️ 22.09.2023):

    onda install -c conda-forge nipype
    
Hail (πŸ₯ˆ32 Β· ⭐ 920) - Cloud-native genomic dataframes and batch computing. MIT
  • GitHub (πŸ‘¨β€πŸ’» 92 Β· πŸ”€ 240 Β· πŸ“¦ 120 Β· πŸ“‹ 2.4K - 8% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/hail-is/hail
    
  • PyPi (πŸ“₯ 53K / month Β· πŸ“¦ 18 Β· ⏱️ 12.01.2024):

    ip install hail
    
DeepVariant (πŸ₯‰24 Β· ⭐ 3K) - DeepVariant is an analysis pipeline that uses a deep neural.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 680 Β· πŸ“₯ 4.7K Β· πŸ“‹ 710 - 0% open Β· ⏱️ 09.12.2023):

    it clone https://github.com/google/deepvariant
    
  • Conda (πŸ“₯ 62K Β· ⏱️ 16.06.2023):

    onda install -c bioconda deepvariant
    
Brainiak (πŸ₯‰18 Β· ⭐ 320) - Brain Imaging Analysis Kit. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 130 Β· πŸ“‹ 210 - 38% open Β· ⏱️ 27.11.2023):

    it clone https://github.com/brainiak/brainiak
    
  • PyPi (πŸ“₯ 140 / month Β· πŸ“¦ 1 Β· ⏱️ 15.10.2020):

    ip install brainiak
    
  • Docker Hub (πŸ“₯ 1.8K Β· ⭐ 1 Β· ⏱️ 15.10.2020):

    ocker pull brainiak/brainiak
    
Show 10 hidden projects...
  • DIPY (πŸ₯ˆ32 Β· ⭐ 650) - DIPY is the paragon 3D/4D+ imaging library in Python. Contains.. ❗Unlicensed
  • NiftyNet (πŸ₯‰25 Β· ⭐ 1.4K Β· πŸ’€) - [unmaintained] An open-source convolutional neural.. Apache-2
  • NIPY (πŸ₯‰25 Β· ⭐ 370) - Neuroimaging in Python FMRI analysis package. ❗Unlicensed
  • MedPy (πŸ₯‰22 Β· ⭐ 540) - Medical image processing in Python. ❗️GPL-3.0
  • DLTK (πŸ₯‰21 Β· ⭐ 1.4K Β· πŸ’€) - Deep Learning Toolkit for Medical Image Analysis. Apache-2
  • Glow (πŸ₯‰21 Β· ⭐ 250) - An open-source toolkit for large-scale genomic analysis. Apache-2
  • Medical Detection Toolkit (πŸ₯‰15 Β· ⭐ 1.3K Β· πŸ’€) - The Medical Detection Toolkit contains 2D + 3D.. Apache-2
  • MedicalTorch (πŸ₯‰15 Β· ⭐ 830 Β· πŸ’€) - A medical imaging framework for Pytorch. Apache-2
  • DeepNeuro (πŸ₯‰13 Β· ⭐ 120 Β· πŸ’€) - A deep learning python package for neuroimaging data. Made by:. MIT
  • MedicalNet (πŸ₯‰12 Β· ⭐ 1.8K Β· πŸ’€) - Many studies have shown that the performance on deep learning is.. MIT

Tabular Data

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Libraries for processing tabular and structured data.

pytorch_tabular (πŸ₯‡22 Β· ⭐ 1.2K) - A standard framework for modelling Deep Learning Models.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 120 Β· πŸ“₯ 24 Β· πŸ“‹ 130 - 6% open Β· ⏱️ 04.02.2024):

    it clone https://github.com/manujosephv/pytorch_tabular
    
  • PyPi (πŸ“₯ 5.4K / month Β· πŸ“¦ 2 Β· ⏱️ 15.01.2024):

    ip install pytorch_tabular
    
carefree-learn (πŸ₯‡22 Β· ⭐ 400) - Deep Learning PyTorch. MIT
  • GitHub (πŸ‘¨β€πŸ’» 1 Β· πŸ”€ 38 Β· πŸ“¦ 5 Β· πŸ“‹ 82 - 2% open Β· ⏱️ 15.01.2024):

    it clone https://github.com/carefree0910/carefree-learn
    
  • PyPi (πŸ“₯ 420 / month Β· ⏱️ 09.01.2024):

    ip install carefree-learn
    
Show 3 hidden projects...
  • miceforest (πŸ₯‡22 Β· ⭐ 280) - Multiple Imputation with LightGBM in Python. MIT
  • upgini (πŸ₯‡22 Β· ⭐ 280) - Data search & enrichment library for Machine Learning Easily find and add.. BSD-3
  • deltapy (πŸ₯‰12 Β· ⭐ 520 Β· πŸ’€) - DeltaPy - Tabular Data Augmentation (by @firmai). MIT

Optical Character Recognition

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Libraries for optical character recognition (OCR) and text extraction from images or videos.

PaddleOCR (πŸ₯‡38 Β· ⭐ 36K) - Awesome multilingual OCR toolkits based on PaddlePaddle.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 7.1K Β· πŸ“¦ 2.2K Β· πŸ“‹ 8.6K - 12% open Β· ⏱️ 24.01.2024):

    it clone https://github.com/PaddlePaddle/PaddleOCR
    
  • PyPi (πŸ“₯ 200K / month Β· πŸ“¦ 38 Β· ⏱️ 15.09.2023):

    ip install paddleocr
    
EasyOCR (πŸ₯‡36 Β· ⭐ 21K) - Ready-to-use OCR with 80+ supported languages and all popular writing.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 2.9K Β· πŸ“₯ 8.8M Β· πŸ“¦ 5.2K Β· πŸ“‹ 940 - 37% open Β· ⏱️ 04.09.2023):

    it clone https://github.com/JaidedAI/EasyOCR
    
  • PyPi (πŸ“₯ 440K / month Β· πŸ“¦ 100 Β· ⏱️ 04.09.2023):

    ip install easyocr
    
OCRmyPDF (πŸ₯ˆ34 Β· ⭐ 11K) - OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them.. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 91 Β· πŸ”€ 850 Β· πŸ“₯ 2.2K Β· πŸ“¦ 730 Β· πŸ“‹ 1.1K - 8% open Β· ⏱️ 12.02.2024):

    it clone https://github.com/ocrmypdf/OCRmyPDF
    
  • PyPi (πŸ“₯ 82K / month Β· πŸ“¦ 20 Β· ⏱️ 12.02.2024):

    ip install ocrmypdf
    
  • Conda (πŸ“₯ 62K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge ocrmypdf
    
Tesseract (πŸ₯ˆ33 Β· ⭐ 5.3K) - Python-tesseract is an optical character recognition (OCR) tool.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 680 Β· πŸ“‹ 350 - 3% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/madmaze/pytesseract
    
  • PyPi (πŸ“₯ 1.4M / month Β· πŸ“¦ 1.2K Β· ⏱️ 16.08.2022):

    ip install pytesseract
    
  • Conda (πŸ“₯ 600K Β· ⏱️ 15.10.2023):

    onda install -c conda-forge pytesseract
    
tesserocr (πŸ₯ˆ29 Β· ⭐ 1.9K) - A Python wrapper for the tesseract-ocr API. MIT
  • GitHub (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 260 Β· πŸ“₯ 120 Β· πŸ“¦ 940 Β· πŸ“‹ 270 - 18% open Β· ⏱️ 05.02.2024):

    it clone https://github.com/sirfz/tesserocr
    
  • PyPi (πŸ“₯ 51K / month Β· πŸ“¦ 72 Β· ⏱️ 09.10.2023):

    ip install tesserocr
    
  • Conda (πŸ“₯ 130K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge tesserocr
    
MMOCR (πŸ₯‰27 Β· ⭐ 3.9K) - OpenMMLab Text Detection, Recognition and Understanding Toolbox. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 90 Β· πŸ”€ 710 Β· πŸ“¦ 110 Β· πŸ“‹ 900 - 18% open Β· ⏱️ 01.09.2023):

    it clone https://github.com/open-mmlab/mmocr
    
  • PyPi (πŸ“₯ 4.8K / month Β· πŸ“¦ 3 Β· ⏱️ 05.05.2022):

    ip install mmocr
    
keras-ocr (πŸ₯‰25 Β· ⭐ 1.3K) - A packaged and flexible version of the CRAFT text detector and.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 320 Β· πŸ“₯ 850K Β· πŸ“¦ 420 Β· ⏱️ 06.11.2023):

    it clone https://github.com/faustomorales/keras-ocr
    
  • PyPi (πŸ“₯ 26K / month Β· πŸ“¦ 8 Β· ⏱️ 06.11.2023):

    ip install keras-ocr
    
  • Conda (πŸ“₯ 310 Β· ⏱️ 16.06.2023):

    onda install -c anaconda keras-ocr
    
calamari (πŸ₯‰22 Β· ⭐ 1K) - Line based ATR Engine based on OCRopy. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 210 Β· πŸ“‹ 270 - 23% open Β· ⏱️ 18.08.2023):

    it clone https://github.com/Calamari-OCR/calamari
    
  • PyPi (πŸ“₯ 1.7K / month Β· πŸ“¦ 5 Β· ⏱️ 18.08.2023):

    ip install calamari_ocr
    
attention-ocr (πŸ₯‰21 Β· ⭐ 1K) - A Tensorflow model for text recognition (CNN + seq2seq with.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 250 Β· πŸ“¦ 28 Β· πŸ“‹ 150 - 16% open Β· ⏱️ 20.10.2023):

    it clone https://github.com/emedvedev/attention-ocr
    
  • PyPi (πŸ“₯ 190 / month Β· ⏱️ 19.04.2019):

    ip install aocr
    
Show 3 hidden projects...
  • pdftabextract (πŸ₯‰21 Β· ⭐ 2.1K Β· πŸ’€) - A set of tools for extracting tables from PDF files.. Apache-2
  • doc2text (πŸ₯‰20 Β· ⭐ 1.3K Β· πŸ’€) - Detect text blocks and OCR poorly scanned PDFs in bulk. Python.. MIT
  • Mozart (πŸ₯‰10 Β· ⭐ 550 Β· πŸ’€) - An optical music recognition (OMR) system. Converts sheet.. Apache-2

Data Containers & Structures

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General-purpose data containers & structures as well as utilities & extensions for pandas.

πŸ”—Β best-of-python - Data Containers ( ⭐ 3.3K) - Collection of data-container, dataframe, and pandas-..


Data Loading & Extraction

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Libraries for loading, collecting, and extracting data from a variety of data sources and formats.

πŸ”—Β best-of-python - Data Extraction ( ⭐ 3.3K) - Collection of data-loading and -extraction libraries.


Web Scraping & Crawling

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Libraries for web scraping, crawling, downloading, and mining as well as libraries.

πŸ”—Β best-of-web-python - Web Scraping ( ⭐ 2.1K) - Collection of web-scraping and crawling libraries.


Data Pipelines & Streaming

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Libraries for data batch- and stream-processing, workflow automation, job scheduling, and other data pipeline tasks.

πŸ”—Β best-of-python - Data Pipelines ( ⭐ 3.3K) - Libraries for data batch- and stream-processing,..


Distributed Machine Learning

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Libraries that provide capabilities to distribute and parallelize machine learning tasks across large-scale compute infrastructure.

Ray (πŸ₯‡43 Β· ⭐ 30K) - Ray is a unified framework for scaling AI and Python applications. Ray.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 970 Β· πŸ”€ 5.1K Β· πŸ“₯ 210 Β· πŸ“¦ 14K Β· πŸ“‹ 17K - 21% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/ray-project/ray
    
  • PyPi (πŸ“₯ 3.1M / month Β· πŸ“¦ 470 Β· ⏱️ 05.02.2024):

    ip install ray
    
  • Conda (πŸ“₯ 190K Β· ⏱️ 13.02.2024):

    onda install -c conda-forge ray-tune
    
dask (πŸ₯‡43 Β· ⭐ 12K) - Parallel computing with task scheduling. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 590 Β· πŸ”€ 1.7K Β· πŸ“¦ 57K Β· πŸ“‹ 5.1K - 20% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/dask/dask
    
  • PyPi (πŸ“₯ 7.1M / month Β· πŸ“¦ 3.1K Β· ⏱️ 09.02.2024):

    ip install dask
    
  • Conda (πŸ“₯ 11M Β· ⏱️ 10.02.2024):

    onda install -c conda-forge dask
    
DeepSpeed (πŸ₯‡41 Β· ⭐ 31K) - DeepSpeed is a deep learning optimization library that makes.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 290 Β· πŸ”€ 3.8K Β· πŸ“¦ 5.8K Β· πŸ“‹ 2.5K - 38% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/microsoft/DeepSpeed
    
  • PyPi (πŸ“₯ 380K / month Β· πŸ“¦ 100 Β· ⏱️ 12.02.2024):

    ip install deepspeed
    
  • Docker Hub (πŸ“₯ 18K Β· ⭐ 4 Β· ⏱️ 02.09.2022):

    ocker pull deepspeed/deepspeed
    
dask.distributed (πŸ₯‡40 Β· ⭐ 1.5K) - A distributed task scheduler for Dask. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 320 Β· πŸ”€ 700 Β· πŸ“¦ 33K Β· πŸ“‹ 3.8K - 39% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/dask/distributed
    
  • PyPi (πŸ“₯ 4.5M / month Β· πŸ“¦ 1.3K Β· ⏱️ 09.02.2024):

    ip install distributed
    
  • Conda (πŸ“₯ 13M Β· ⏱️ 10.02.2024):

    onda install -c conda-forge distributed
    
BigDL (πŸ₯ˆ37 Β· ⭐ 4.8K) - Accelerate LLM with low-bit (FP4 / INT4 / FP8 / INT8) optimizations.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 1.2K Β· πŸ“₯ 220 Β· πŸ“¦ 47 Β· πŸ“‹ 2.3K - 41% open Β· ⏱️ 09.02.2024):

    it clone https://github.com/intel-analytics/BigDL
    
  • PyPi (πŸ“₯ 9.7K / month Β· πŸ“¦ 1 Β· ⏱️ 13.02.2024):

    ip install bigdl
    
  • Maven (πŸ“¦ 4 Β· ⏱️ 20.04.2021):

    dependency>
    <groupId>com.intel.analytics.bigdl</groupId>
    <artifactId>bigdl-SPARK_2.4</artifactId>
    <version>[VERSION]</version>
    /dependency>
    
metrics (πŸ₯ˆ36 Β· ⭐ 1.8K) - Torchmetrics - Machine learning metrics for distributed,.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 350 Β· πŸ“₯ 4.7K Β· πŸ“¦ 21K Β· πŸ“‹ 780 - 7% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/Lightning-AI/metrics
    
  • PyPi (πŸ“₯ 2.9K / month Β· πŸ“¦ 13 Β· ⏱️ 28.04.2018):

    ip install metrics
    
  • Conda (πŸ“₯ 1.2M Β· ⏱️ 01.12.2023):

    onda install -c conda-forge torchmetrics
    
horovod (πŸ₯ˆ35 Β· ⭐ 14K) - Distributed training framework for TensorFlow, Keras, PyTorch, and.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 170 Β· πŸ”€ 2.2K Β· πŸ“¦ 1.1K Β· πŸ“‹ 2.2K - 16% open Β· ⏱️ 05.01.2024):

    it clone https://github.com/horovod/horovod
    
  • PyPi (πŸ“₯ 70K / month Β· πŸ“¦ 37 Β· ⏱️ 12.06.2023):

    ip install horovod
    
H2O-3 (πŸ₯ˆ35 Β· ⭐ 6.6K) - H2O is an Open Source, Distributed, Fast & Scalable Machine Learning.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 260 Β· πŸ”€ 2K Β· πŸ“¦ 21 Β· πŸ“‹ 9.3K - 29% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/h2oai/h2o-3
    
  • PyPi (πŸ“₯ 420K / month Β· πŸ“¦ 83 Β· ⏱️ 20.12.2023):

    ip install h2o
    
ColossalAI (πŸ₯ˆ33 Β· ⭐ 36K) - Making large AI models cheaper, faster and more accessible. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 4.2K Β· πŸ“¦ 290 Β· πŸ“‹ 1.6K - 24% open Β· ⏱️ 08.02.2024):

    it clone https://github.com/hpcaitech/colossalai
    
FairScale (πŸ₯ˆ31 Β· ⭐ 2.8K) - PyTorch extensions for high performance and large scale training. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 73 Β· πŸ”€ 250 Β· πŸ“¦ 4.2K Β· πŸ“‹ 350 - 19% open Β· ⏱️ 02.02.2024):

    it clone https://github.com/facebookresearch/fairscale
    
  • PyPi (πŸ“₯ 440K / month Β· πŸ“¦ 66 Β· ⏱️ 11.12.2022):

    ip install fairscale
    
  • Conda (πŸ“₯ 170K Β· ⏱️ 28.11.2023):

    onda install -c conda-forge fairscale
    
SynapseML (πŸ₯ˆ29 Β· ⭐ 4.9K) - Simple and Distributed Machine Learning. MIT
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 820 Β· πŸ“‹ 720 - 45% open Β· ⏱️ 12.02.2024):

    it clone https://github.com/microsoft/SynapseML
    
  • PyPi (πŸ“₯ 130K / month Β· πŸ“¦ 3 Β· ⏱️ 27.11.2023):

    ip install synapseml
    
dask-ml (πŸ₯ˆ29 Β· ⭐ 880 Β· πŸ’€) - Scalable Machine Learning with Dask. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 77 Β· πŸ”€ 250 Β· πŸ“¦ 950 Β· πŸ“‹ 520 - 51% open Β· ⏱️ 24.03.2023):

    it clone https://github.com/dask/dask-ml
    
  • PyPi (πŸ“₯ 440K / month Β· πŸ“¦ 74 Β· ⏱️ 24.03.2023):

    ip install dask-ml
    
  • Conda (πŸ“₯ 800K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge dask-ml
    
mpi4py (πŸ₯ˆ29 Β· ⭐ 740) - Python bindings for MPI. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 110 Β· πŸ“₯ 20K Β· πŸ“‹ 150 - 6% open Β· ⏱️ 05.02.2024):

    it clone https://github.com/mpi4py/mpi4py
    
  • PyPi (πŸ“₯ 260K / month Β· πŸ“¦ 750 Β· ⏱️ 04.10.2023):

    ip install mpi4py
    
  • Conda (πŸ“₯ 2.3M Β· ⏱️ 17.10.2023):

    onda install -c conda-forge mpi4py
    
TensorFlowOnSpark (πŸ₯‰27 Β· ⭐ 3.9K Β· πŸ’€) - TensorFlowOnSpark brings TensorFlow programs to.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 960 Β· πŸ“‹ 370 - 2% open Β· ⏱️ 27.04.2023):

    it clone https://github.com/yahoo/TensorFlowOnSpark
    
  • PyPi (πŸ“₯ 710K / month Β· πŸ“¦ 5 Β· ⏱️ 21.04.2022):

    ip install tensorflowonspark
    
  • Conda (πŸ“₯ 21K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge tensorflowonspark
    
petastorm (πŸ₯‰26 Β· ⭐ 1.7K) - Petastorm library enables single machine or distributed training.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 50 Β· πŸ”€ 280 Β· πŸ“₯ 430 Β· πŸ“¦ 150 Β· πŸ“‹ 320 - 53% open Β· ⏱️ 02.12.2023):

    it clone https://github.com/uber/petastorm
    
  • PyPi (πŸ“₯ 33K / month Β· πŸ“¦ 8 Β· ⏱️ 03.02.2023):

    ip install petastorm
    
Submit it (πŸ₯‰26 Β· ⭐ 1K) - Python 3.8+ toolbox for submitting jobs to Slurm. MIT
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 110 Β· πŸ“¦ 2.1K Β· πŸ“‹ 110 - 33% open Β· ⏱️ 09.11.2023):

    it clone https://github.com/facebookincubator/submitit
    
  • PyPi (πŸ“₯ 260K / month Β· πŸ“¦ 20 Β· ⏱️ 09.11.2023):

    ip install submitit
    
  • Conda (πŸ“₯ 34K Β· ⏱️ 24.11.2023):

    onda install -c conda-forge submitit
    
MMLSpark (πŸ₯‰23 Β· ⭐ 4.9K) - Simple and Distributed Machine Learning. MIT
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 820 Β· πŸ“‹ 720 - 45% open Β· ⏱️ 12.02.2024):

    it clone https://github.com/microsoft/SynapseML
    
  • PyPi (⏱️ 18.03.2020):

    ip install mmlspark
    
analytics-zoo (πŸ₯‰23 Β· ⭐ 2.6K) - Distributed Tensorflow, Keras and PyTorch on Apache.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 730 Β· πŸ“¦ 4 Β· πŸ“‹ 1.4K - 38% open Β· ⏱️ 15.12.2023):

    it clone https://github.com/intel-analytics/analytics-zoo
    
  • PyPi (πŸ“₯ 420 / month Β· πŸ“¦ 1 Β· ⏱️ 22.08.2022):

    ip install analytics-zoo
    
Hivemind (πŸ₯‰23 Β· ⭐ 1.8K) - Decentralized deep learning in PyTorch. Built to train models on.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 120 Β· πŸ“¦ 89 Β· πŸ“‹ 160 - 37% open Β· ⏱️ 04.12.2023):

    it clone https://github.com/learning-at-home/hivemind
    
  • PyPi (πŸ“₯ 4.1K / month Β· πŸ“¦ 7 Β· ⏱️ 31.08.2023):

    ip install hivemind
    
Mesh (πŸ₯‰23 Β· ⭐ 1.5K) - Mesh TensorFlow: Model Parallelism Made Easier. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 50 Β· πŸ”€ 260 Β· πŸ“‹ 120 - 85% open Β· ⏱️ 17.11.2023):

    it clone https://github.com/tensorflow/mesh
    
  • PyPi (πŸ“₯ 19K / month Β· πŸ“¦ 30 Β· ⏱️ 15.05.2022):

    ip install mesh-tensorflow
    
Apache Singa (πŸ₯‰22 Β· ⭐ 3K) - a distributed deep learning platform. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 85 Β· πŸ”€ 1.1K Β· πŸ“¦ 3 Β· πŸ“‹ 120 - 42% open Β· ⏱️ 05.11.2023):

    it clone https://github.com/apache/singa
    
  • Conda (πŸ“₯ 730 Β· ⏱️ 16.06.2023):

    onda install -c nusdbsystem singa
    
  • Docker Hub (πŸ“₯ 5.8K Β· ⭐ 4 Β· ⏱️ 31.05.2022):

    ocker pull apache/singa
    
launchpad (πŸ₯‰21 Β· ⭐ 310) - Launchpad is a library that simplifies writing distributed.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 33 Β· πŸ“¦ 84 Β· πŸ“‹ 39 - 46% open Β· ⏱️ 22.08.2023):

    it clone https://github.com/deepmind/launchpad
    
  • PyPi (πŸ“₯ 1.2K / month Β· πŸ“¦ 1 Β· ⏱️ 28.04.2022):

    ip install dm-launchpad
    
Show 14 hidden projects...
  • DEAP (πŸ₯ˆ32 Β· ⭐ 5.5K Β· πŸ’€) - Distributed Evolutionary Algorithms in Python. ❗️LGPL-3.0
  • ipyparallel (πŸ₯ˆ29 Β· ⭐ 2.5K) - IPython Parallel: Interactive Parallel Computing in.. ❗Unlicensed
  • Elephas (πŸ₯ˆ29 Β· ⭐ 1.6K Β· πŸ’€) - Distributed Deep learning with Keras & Spark. MIT keras
  • somoclu (πŸ₯‰21 Β· ⭐ 260) - Massively parallel self-organizing maps: accelerate training on multicore.. MIT
  • BytePS (πŸ₯‰20 Β· ⭐ 3.5K Β· πŸ’€) - A high performance and generic framework for distributed DNN.. Apache-2
  • TensorFrames (πŸ₯‰20 Β· ⭐ 750 Β· πŸ’€) - [DEPRECATED] Tensorflow wrapper for DataFrames on.. Apache-2
  • sk-dist (πŸ₯‰20 Β· ⭐ 290 Β· πŸ’€) - Distributed scikit-learn meta-estimators in PySpark. Apache-2
  • mesh-transformer-jax (πŸ₯‰18 Β· ⭐ 6.2K Β· πŸ’€) - Model parallel transformers in JAX and Haiku. Apache-2
  • parallelformers (πŸ₯‰17 Β· ⭐ 740 Β· πŸ’€) - Parallelformers: An Efficient Model Parallelization.. Apache-2
  • bluefog (πŸ₯‰17 Β· ⭐ 290 Β· πŸ’€) - Distributed and decentralized training framework for PyTorch.. Apache-2
  • Fiber (πŸ₯‰14 Β· ⭐ 1K Β· πŸ’€) - Distributed Computing for AI Made Simple. Apache-2
  • LazyCluster (πŸ₯‰13 Β· ⭐ 50 Β· πŸ’€) - Distributed machine learning made simple. Apache-2
  • autodist (πŸ₯‰11 Β· ⭐ 130 Β· πŸ’€) - Simple Distributed Deep Learning on TensorFlow. Apache-2
  • moolib (πŸ₯‰10 Β· ⭐ 360 Β· πŸ’€) - A library for distributed ML training with PyTorch. MIT

Hyperparameter Optimization & AutoML

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Libraries for hyperparameter optimization, automl and neural architecture search.

BoTorch (πŸ₯‡34 Β· ⭐ 2.9K) - Bayesian optimization in PyTorch. MIT
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 350 Β· πŸ“¦ 840 Β· πŸ“‹ 460 - 13% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/pytorch/botorch
    
  • PyPi (πŸ“₯ 120K / month Β· πŸ“¦ 44 Β· ⏱️ 09.12.2023):

    ip install botorch
    
  • Conda (πŸ“₯ 99K Β· ⏱️ 09.12.2023):

    onda install -c conda-forge botorch
    
Ax (πŸ₯‡34 Β· ⭐ 2.2K) - Adaptive Experimentation Platform. MIT
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 280 Β· πŸ“¦ 650 Β· πŸ“‹ 640 - 8% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/facebook/Ax
    
  • PyPi (πŸ“₯ 85K / month Β· πŸ“¦ 29 Β· ⏱️ 09.12.2023):

    ip install ax-platform
    
  • Conda (πŸ“₯ 17K Β· ⏱️ 11.12.2023):

    onda install -c conda-forge ax-platform
    
NNI (πŸ₯‡33 Β· ⭐ 14K) - An open source AutoML toolkit for automate machine learning lifecycle,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 1.8K Β· πŸ“¦ 560 Β· πŸ“‹ 2K - 17% open Β· ⏱️ 26.10.2023):

    it clone https://github.com/microsoft/nni
    
  • PyPi (πŸ“₯ 15K / month Β· πŸ“¦ 35 Β· ⏱️ 14.09.2023):

    ip install nni
    
Hyperopt (πŸ₯‡33 Β· ⭐ 7K) - Distributed Asynchronous Hyperparameter Optimization in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 1.1K Β· πŸ“¦ 14K Β· πŸ“‹ 650 - 38% open Β· ⏱️ 29.09.2023):

    it clone https://github.com/hyperopt/hyperopt
    
  • PyPi (πŸ“₯ 1.9M / month Β· πŸ“¦ 510 Β· ⏱️ 17.11.2021):

    ip install hyperopt
    
  • Conda (πŸ“₯ 750K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge hyperopt
    
featuretools (πŸ₯‡33 Β· ⭐ 7K) - An open source python library for automated feature engineering. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 850 Β· πŸ“¦ 1.5K Β· πŸ“‹ 990 - 17% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/alteryx/featuretools
    
  • PyPi (πŸ“₯ 50K / month Β· πŸ“¦ 78 Β· ⏱️ 26.10.2023):

    ip install featuretools
    
  • Conda (πŸ“₯ 180K Β· ⏱️ 27.10.2023):

    onda install -c conda-forge featuretools
    
AutoKeras (πŸ₯ˆ32 Β· ⭐ 9K) - AutoML library for deep learning. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 1.4K Β· πŸ“₯ 18K Β· πŸ“¦ 630 Β· πŸ“‹ 890 - 14% open Β· ⏱️ 02.10.2023):

    it clone https://github.com/keras-team/autokeras
    
  • PyPi (πŸ“₯ 13K / month Β· πŸ“¦ 13 Β· ⏱️ 28.01.2023):

    ip install autokeras
    
auto-sklearn (πŸ₯ˆ31 Β· ⭐ 7.3K Β· πŸ’€) - Automated Machine Learning with scikit-learn. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 88 Β· πŸ”€ 1.3K Β· πŸ“₯ 51 Β· πŸ“¦ 540 Β· πŸ“‹ 1K - 18% open Β· ⏱️ 18.04.2023):

    it clone https://github.com/automl/auto-sklearn
    
  • PyPi (πŸ“₯ 18K / month Β· πŸ“¦ 39 Β· ⏱️ 20.09.2022):

    ip install auto-sklearn
    
  • Conda (πŸ“₯ 21K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge auto-sklearn
    
Bayesian Optimization (πŸ₯ˆ31 Β· ⭐ 7.3K) - A Python implementation of global optimization with.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 1.5K Β· πŸ“₯ 140 Β· πŸ“¦ 2.4K Β· πŸ“‹ 330 - 3% open Β· ⏱️ 22.01.2024):

    it clone https://github.com/fmfn/BayesianOptimization
    
  • PyPi (πŸ“₯ 250K / month Β· πŸ“¦ 120 Β· ⏱️ 25.04.2023):

    ip install bayesian-optimization
    
nevergrad (πŸ₯ˆ31 Β· ⭐ 3.8K) - A Python toolbox for performing gradient-free optimization. MIT
  • GitHub (πŸ‘¨β€πŸ’» 53 Β· πŸ”€ 340 Β· πŸ“¦ 620 Β· πŸ“‹ 300 - 41% open Β· ⏱️ 17.01.2024):

    it clone https://github.com/facebookresearch/nevergrad
    
  • PyPi (πŸ“₯ 74K / month Β· πŸ“¦ 33 Β· ⏱️ 19.11.2023):

    ip install nevergrad
    
  • Conda (πŸ“₯ 46K Β· ⏱️ 09.01.2024):

    onda install -c conda-forge nevergrad
    
AutoGluon (πŸ₯ˆ30 Β· ⭐ 6.8K) - AutoGluon: AutoML for Image, Text, Time Series, and.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 830 Β· πŸ“¦ 2 Β· πŸ“‹ 1.2K - 26% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/autogluon/autogluon
    
  • PyPi (πŸ“₯ 64K / month Β· πŸ“¦ 7 Β· ⏱️ 15.02.2024):

    ip install autogluon
    
  • Docker Hub (πŸ“₯ 6.7K Β· ⭐ 17 Β· ⏱️ 26.07.2023):

    ocker pull autogluon/autogluon
    
Keras Tuner (πŸ₯ˆ30 Β· ⭐ 2.8K) - A Hyperparameter Tuning Library for Keras. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 380 Β· πŸ“¦ 3.2K Β· πŸ“‹ 470 - 42% open Β· ⏱️ 29.11.2023):

    it clone https://github.com/keras-team/keras-tuner
    
  • PyPi (πŸ“₯ 160K / month Β· πŸ“¦ 62 Β· ⏱️ 07.11.2023):

    ip install keras-tuner
    
  • Conda (πŸ“₯ 28K Β· ⏱️ 10.11.2023):

    onda install -c conda-forge keras-tuner
    
mljar-supervised (πŸ₯ˆ29 Β· ⭐ 2.9K) - Python package for AutoML on Tabular Data with Feature.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 380 Β· πŸ“¦ 100 Β· πŸ“‹ 610 - 23% open Β· ⏱️ 30.01.2024):

    it clone https://github.com/mljar/mljar-supervised
    
  • PyPi (πŸ“₯ 4.5K / month Β· πŸ“¦ 2 Β· ⏱️ 22.01.2024):

    ip install mljar-supervised
    
  • Conda (πŸ“₯ 13K Β· ⏱️ 08.01.2024):

    onda install -c conda-forge mljar-supervised
    
FEDOT (πŸ₯ˆ24 Β· ⭐ 590) - Automated modeling and machine learning framework FEDOT. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 80 Β· πŸ“¦ 44 Β· πŸ“‹ 520 - 16% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/nccr-itmo/FEDOT
    
  • PyPi (πŸ“₯ 810 / month Β· πŸ“¦ 3 Β· ⏱️ 23.01.2024):

    ip install fedot
    
featurewiz (πŸ₯ˆ24 Β· ⭐ 520) - Use advanced feature engineering strategies and select best.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 85 Β· πŸ“¦ 65 Β· ⏱️ 10.02.2024):

    it clone https://github.com/AutoViML/featurewiz
    
  • PyPi (πŸ“₯ 14K / month Β· πŸ“¦ 2 Β· ⏱️ 10.02.2024):

    ip install featurewiz
    
Hyperactive (πŸ₯‰21 Β· ⭐ 480) - An optimization and data collection toolbox for convenient and fast.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 41 Β· πŸ“₯ 130 Β· πŸ“¦ 27 Β· πŸ“‹ 61 - 14% open Β· ⏱️ 15.12.2023):

    it clone https://github.com/SimonBlanke/Hyperactive
    
  • PyPi (πŸ“₯ 2.7K / month Β· πŸ“¦ 5 Β· ⏱️ 24.10.2023):

    ip install hyperactive
    
igel (πŸ₯‰20 Β· ⭐ 3.1K Β· πŸ’€) - a delightful machine learning tool that allows you to train, test, and.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 170 Β· πŸ“₯ 40 Β· πŸ“¦ 4 Β· πŸ“‹ 50 - 12% open Β· ⏱️ 08.04.2023):

    it clone https://github.com/nidhaloff/igel
    
  • PyPi (πŸ“₯ 180 / month Β· ⏱️ 19.11.2021):

    ip install igel
    
AlphaPy (πŸ₯‰20 Β· ⭐ 1K) - Automated Machine Learning [AutoML] with Python, scikit-learn, Keras,.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 190 Β· πŸ“¦ 4 Β· πŸ“‹ 42 - 30% open Β· ⏱️ 10.02.2024):

    it clone https://github.com/ScottfreeLLC/AlphaPy
    
  • PyPi (πŸ“₯ 260 / month Β· ⏱️ 29.08.2020):

    ip install alphapy
    
Auto ViML (πŸ₯‰20 Β· ⭐ 490) - Automatically Build Multiple ML Models with a Single Line of Code... Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 96 Β· πŸ“¦ 24 Β· πŸ“‹ 34 - 8% open Β· ⏱️ 03.12.2023):

    it clone https://github.com/AutoViML/Auto_ViML
    
  • PyPi (πŸ“₯ 1.3K / month Β· πŸ“¦ 2 Β· ⏱️ 01.06.2022):

    ip install autoviml
    
opytimizer (πŸ₯‰18 Β· ⭐ 590) - Opytimizer is a Python library consisting of meta-heuristic.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 4 Β· πŸ”€ 38 Β· πŸ“¦ 16 Β· ⏱️ 21.12.2023):

    it clone https://github.com/gugarosa/opytimizer
    
  • PyPi (πŸ“₯ 140 / month Β· ⏱️ 04.05.2022):

    ip install opytimizer
    
Show 33 hidden projects...
  • Optuna (πŸ₯‡39 Β· ⭐ 9.3K) - A hyperparameter optimization framework. ❗Unlicensed
  • scikit-optimize (πŸ₯‡33 Β· ⭐ 2.7K Β· πŸ’€) - Sequential model-based optimization with a.. BSD-3
  • TPOT (πŸ₯ˆ32 Β· ⭐ 9.4K) - A Python Automated Machine Learning tool that optimizes machine.. ❗️LGPL-3.0
  • Hyperas (πŸ₯ˆ27 Β· ⭐ 2.2K Β· πŸ’€) - Keras + Hyperopt: A very simple wrapper for convenient.. MIT
  • lazypredict (πŸ₯ˆ26 Β· ⭐ 2.5K Β· πŸ’€) - Lazy Predict help build a lot of basic models without much.. MIT
  • SMAC3 (πŸ₯ˆ26 Β· ⭐ 960) - SMAC3: A Versatile Bayesian Optimization Package for.. ❗️BSD-1-Clause
  • GPyOpt (πŸ₯ˆ25 Β· ⭐ 910 Β· πŸ’€) - Gaussian Process Optimization using GPy. BSD-3
  • AdaNet (πŸ₯‰23 Β· ⭐ 3.5K Β· πŸ’€) - Fast and flexible AutoML with learning guarantees. Apache-2
  • Talos (πŸ₯‰23 Β· ⭐ 1.6K Β· πŸ’€) - Hyperparameter Optimization for TensorFlow, Keras and PyTorch. MIT
  • Orion (πŸ₯‰23 Β· ⭐ 280) - Asynchronous Distributed Hyperparameter Optimization. BSD-3
  • auto_ml (πŸ₯‰22 Β· ⭐ 1.6K Β· πŸ’€) - [UNMAINTAINED] Automated machine learning for analytics & production. MIT
  • Test Tube (πŸ₯‰22 Β· ⭐ 740 Β· πŸ’€) - Python library to easily log experiments and parallelize.. MIT
  • HpBandSter (πŸ₯‰22 Β· ⭐ 600 Β· πŸ’€) - a distributed Hyperband implementation on Steroids. BSD-3
  • MLBox (πŸ₯‰21 Β· ⭐ 1.5K Β· πŸ’€) - MLBox is a powerful Automated Machine Learning python library. ❗️BSD-1-Clause
  • sklearn-deap (πŸ₯‰21 Β· ⭐ 760 Β· πŸ’€) - Use evolutionary algorithms instead of gridsearch in.. MIT
  • Neuraxle (πŸ₯‰21 Β· ⭐ 600 Β· πŸ’€) - The worlds cleanest AutoML library - Do hyperparameter tuning.. Apache-2
  • optunity (πŸ₯‰21 Β· ⭐ 410 Β· πŸ’€) - optimization routines for hyperparameter tuning. BSD-3
  • lightwood (πŸ₯‰21 Β· ⭐ 400) - Lightwood is Legos for Machine Learning. ❗️GPL-3.0
  • Dragonfly (πŸ₯‰19 Β· ⭐ 830 Β· πŸ’€) - An open source python library for scalable Bayesian optimisation. MIT
  • Auto Tune Models (πŸ₯‰18 Β· ⭐ 520 Β· πŸ’€) - Auto Tune Models - A multi-tenant, multi-data system for.. MIT
  • Sherpa (πŸ₯‰18 Β· ⭐ 330 Β· πŸ’€) - Hyperparameter optimization that enables researchers to.. ❗️GPL-3.0
  • Advisor (πŸ₯‰17 Β· ⭐ 1.5K Β· πŸ’€) - Open-source implementation of Google Vizier for hyper parameters.. Apache-2
  • shap-hypetune (πŸ₯‰17 Β· ⭐ 520 Β· πŸ’€) - A python package for simultaneous Hyperparameters Tuning and.. MIT
  • Parfit (πŸ₯‰17 Β· ⭐ 200 Β· πŸ’€) - A package for parallelizing the fit and flexibly scoring of.. MIT
  • automl-gs (πŸ₯‰16 Β· ⭐ 1.8K Β· πŸ’€) - Provide an input CSV and a target field to predict, generate a.. MIT
  • Xcessiv (πŸ₯‰16 Β· ⭐ 1.3K Β· πŸ’€) - A web-based application for quick, scalable, and automated.. Apache-2
  • HyperparameterHunter (πŸ₯‰16 Β· ⭐ 700 Β· πŸ’€) - Easy hyperparameter optimization and automatic result.. MIT
  • ENAS (πŸ₯‰13 Β· ⭐ 2.7K Β· πŸ’€) - PyTorch implementation of Efficient Neural Architecture Search via.. Apache-2
  • Auptimizer (πŸ₯‰12 Β· ⭐ 200 Β· πŸ’€) - An automatic ML model optimization tool. ❗️GPL-3.0
  • Hypermax (πŸ₯‰12 Β· ⭐ 110) - Better, faster hyper-parameter optimization. BSD-3
  • model_search (πŸ₯‰11 Β· ⭐ 3.3K Β· πŸ’€) - AutoML algorithms for model architecture search at scale. Apache-2
  • Devol (πŸ₯‰11 Β· ⭐ 950 Β· πŸ’€) - Genetic neural architecture search with Keras. MIT
  • Hypertunity (πŸ₯‰9 Β· ⭐ 140 Β· πŸ’€) - A toolset for black-box hyperparameter optimisation. Apache-2

Reinforcement Learning

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Libraries for building and evaluating reinforcement learning & agent-based systems.

FinRL (πŸ₯‡30 Β· ⭐ 8.8K) - FinRL: Financial Reinforcement Learning. MIT
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 2.2K Β· πŸ“¦ 31 Β· πŸ“‹ 670 - 30% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/AI4Finance-Foundation/FinRL
    
  • PyPi (πŸ“₯ 1.2K / month Β· ⏱️ 08.01.2022):

    ip install finrl
    
ViZDoom (πŸ₯‡30 Β· ⭐ 1.6K) - Reinforcement Learning environments based on the 1993 game Doom. MIT
  • GitHub (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 370 Β· πŸ“₯ 12K Β· πŸ“¦ 220 Β· πŸ“‹ 460 - 8% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/mwydmuch/ViZDoom
    
  • PyPi (πŸ“₯ 1.5K / month Β· πŸ“¦ 18 Β· ⏱️ 16.12.2023):

    ip install vizdoom
    
TF-Agents (πŸ₯ˆ29 Β· ⭐ 2.7K) - TF-Agents: A reliable, scalable and easy to use TensorFlow.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 720 Β· πŸ“‹ 650 - 28% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/tensorflow/agents
    
  • PyPi (πŸ“₯ 40K / month Β· πŸ“¦ 9 Β· ⏱️ 14.12.2023):

    ip install tf-agents
    
Dopamine (πŸ₯ˆ27 Β· ⭐ 10K) - Dopamine is a research framework for fast prototyping of.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 1.4K Β· πŸ“¦ 21 Β· πŸ“‹ 180 - 52% open Β· ⏱️ 27.11.2023):

    it clone https://github.com/google/dopamine
    
  • PyPi (πŸ“₯ 24K / month Β· πŸ“¦ 36 Β· ⏱️ 21.09.2022):

    ip install dopamine-rl
    
TensorLayer (πŸ₯ˆ27 Β· ⭐ 7.3K Β· πŸ’€) - Deep Learning and Reinforcement Learning Library for.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 1.6K Β· πŸ“₯ 2K Β· πŸ“‹ 470 - 6% open Β· ⏱️ 18.02.2023):

    it clone https://github.com/tensorlayer/tensorlayer
    
  • PyPi (πŸ“₯ 980 / month Β· πŸ“¦ 40 Β· ⏱️ 15.02.2022):

    ip install tensorlayer
    
Acme (πŸ₯ˆ26 Β· ⭐ 3.3K) - A library of reinforcement learning components and agents. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 84 Β· πŸ”€ 400 Β· πŸ“¦ 190 Β· πŸ“‹ 260 - 22% open Β· ⏱️ 03.01.2024):

    it clone https://github.com/deepmind/acme
    
  • PyPi (πŸ“₯ 1K / month Β· πŸ“¦ 3 Β· ⏱️ 10.02.2022):

    ip install dm-acme
    
  • Conda (πŸ“₯ 8.1K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge dm-acme
    
TensorForce (πŸ₯ˆ26 Β· ⭐ 3.3K) - Tensorforce: a TensorFlow library for applied.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 84 Β· πŸ”€ 540 Β· πŸ“¦ 440 Β· πŸ“‹ 670 - 5% open Β· ⏱️ 14.08.2023):

    it clone https://github.com/tensorforce/tensorforce
    
  • PyPi (πŸ“₯ 620 / month Β· πŸ“¦ 2 Β· ⏱️ 30.08.2021):

    ip install tensorforce
    
RLax (πŸ₯‰25 Β· ⭐ 1.1K) - A library of reinforcement learning building blocks in JAX. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 83 Β· πŸ“¦ 200 Β· πŸ“‹ 25 - 28% open Β· ⏱️ 24.11.2023):

    it clone https://github.com/deepmind/rlax
    
  • PyPi (πŸ“₯ 1.7M / month Β· πŸ“¦ 11 Β· ⏱️ 09.01.2023):

    ip install rlax
    
ReAgent (πŸ₯‰24 Β· ⭐ 3.5K) - A platform for Reasoning systems (Reinforcement Learning,.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 170 Β· πŸ”€ 500 Β· πŸ“‹ 140 - 47% open Β· ⏱️ 29.01.2024):

    it clone https://github.com/facebookresearch/ReAgent
    
  • PyPi (πŸ“₯ 28 / month Β· ⏱️ 27.05.2020):

    ip install reagent
    
PARL (πŸ₯‰24 Β· ⭐ 3.1K Β· πŸ’€) - A high-performance distributed training framework for.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 810 Β· πŸ“¦ 120 Β· πŸ“‹ 500 - 21% open Β· ⏱️ 19.05.2023):

    it clone https://github.com/PaddlePaddle/PARL
    
  • PyPi (πŸ“₯ 640 / month Β· πŸ“¦ 1 Β· ⏱️ 13.05.2022):

    ip install parl
    
PFRL (πŸ₯‰22 Β· ⭐ 1.1K Β· πŸ’€) - PFRL: a PyTorch-based deep reinforcement learning library. MIT
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 150 Β· πŸ“¦ 99 Β· πŸ“‹ 78 - 42% open Β· ⏱️ 16.07.2023):

    it clone https://github.com/pfnet/pfrl
    
  • PyPi (πŸ“₯ 810 / month Β· πŸ“¦ 1 Β· ⏱️ 16.07.2023):

    ip install pfrl
    
rliable (πŸ₯‰13 Β· ⭐ 670) - [NeurIPS21 Outstanding Paper] Library for reliable evaluation on RL.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 42 Β· πŸ“¦ 120 Β· πŸ“‹ 14 - 14% open Β· ⏱️ 29.01.2024):

    it clone https://github.com/google-research/rliable
    
  • PyPi:

    ip install rliable`
    
Show 11 hidden projects...
  • OpenAI Gym (πŸ₯‡39 Β· ⭐ 34K Β· πŸ’€) - A toolkit for developing and comparing reinforcement learning.. MIT
  • baselines (πŸ₯ˆ29 Β· ⭐ 15K Β· πŸ’€) - OpenAI Baselines: high-quality implementations of reinforcement.. MIT
  • keras-rl (πŸ₯ˆ28 Β· ⭐ 5.5K Β· πŸ’€) - Deep Reinforcement Learning for Keras. MIT
  • garage (πŸ₯‰25 Β· ⭐ 1.8K Β· πŸ’€) - A toolkit for reproducible reinforcement learning research. MIT
  • Stable Baselines (πŸ₯‰24 Β· ⭐ 4K Β· πŸ’€) - A fork of OpenAI Baselines, implementations of.. MIT
  • ChainerRL (πŸ₯‰24 Β· ⭐ 1.1K Β· πŸ’€) - ChainerRL is a deep reinforcement learning library built on top of.. MIT
  • TRFL (πŸ₯‰22 Β· ⭐ 3.1K Β· πŸ’€) - TensorFlow Reinforcement Learning. Apache-2
  • Coach (πŸ₯‰20 Β· ⭐ 2.3K Β· πŸ’€) - Reinforcement Learning Coach by Intel AI Lab enables easy.. Apache-2
  • SerpentAI (πŸ₯‰18 Β· ⭐ 6.7K Β· πŸ’€) - Game Agent Framework. Helping you create AIs / Bots that learn to.. MIT
  • DeepMind Lab (πŸ₯‰17 Β· ⭐ 7K Β· πŸ’€) - A customisable 3D platform for agent-based AI research. ❗Unlicensed
  • Maze (πŸ₯‰12 Β· ⭐ 250 Β· πŸ’€) - Maze Applied Reinforcement Learning Framework. ❗️Custom

Recommender Systems

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Libraries for building and evaluating recommendation systems.

Recommenders (πŸ₯‡35 Β· ⭐ 18K) - Best Practices on Recommendation Systems. MIT
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 3K Β· πŸ“₯ 470 Β· πŸ“¦ 100 Β· πŸ“‹ 820 - 19% open Β· ⏱️ 30.01.2024):

    it clone https://github.com/microsoft/recommenders
    
  • PyPi (πŸ“₯ 60K / month Β· πŸ“¦ 2 Β· ⏱️ 01.04.2022):

    ip install recommenders
    
lightfm (πŸ₯‡30 Β· ⭐ 4.5K Β· πŸ’€) - A Python implementation of LightFM, a hybrid recommendation.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 47 Β· πŸ”€ 660 Β· πŸ“¦ 1.4K Β· πŸ“‹ 500 - 28% open Β· ⏱️ 30.04.2023):

    it clone https://github.com/lyst/lightfm
    
  • PyPi (πŸ“₯ 630K / month Β· πŸ“¦ 50 Β· ⏱️ 20.03.2023):

    ip install lightfm
    
  • Conda (πŸ“₯ 170K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge lightfm
    
implicit (πŸ₯ˆ29 Β· ⭐ 3.4K) - Fast Python Collaborative Filtering for Implicit Feedback Datasets. MIT
  • GitHub (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 600 Β· πŸ“₯ 700 Β· πŸ“¦ 1.2K Β· πŸ“‹ 480 - 15% open Β· ⏱️ 21.11.2023):

    it clone https://github.com/benfred/implicit
    
  • PyPi (πŸ“₯ 180K / month Β· πŸ“¦ 40 Β· ⏱️ 29.09.2023):

    ip install implicit
    
  • Conda (πŸ“₯ 570K Β· ⏱️ 21.11.2023):

    onda install -c conda-forge implicit
    
torchrec (πŸ₯ˆ29 Β· ⭐ 1.7K) - Pytorch domain library for recommendation systems. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 330 Β· πŸ“¦ 88 Β· πŸ“‹ 280 - 64% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/pytorch/torchrec
    
  • PyPi (πŸ“₯ 300 / month Β· ⏱️ 12.05.2022):

    ip install torchrec-nightly-cpu
    
Cornac (πŸ₯ˆ29 Β· ⭐ 780) - A Comparative Framework for Multimodal Recommender Systems. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 120 Β· πŸ“¦ 200 Β· πŸ“‹ 140 - 7% open Β· ⏱️ 24.01.2024):

    it clone https://github.com/PreferredAI/cornac
    
  • PyPi (πŸ“₯ 100K / month Β· πŸ“¦ 16 Β· ⏱️ 12.12.2023):

    ip install cornac
    
  • Conda (πŸ“₯ 350K Β· ⏱️ 12.12.2023):

    onda install -c conda-forge cornac
    
TF Recommenders (πŸ₯ˆ28 Β· ⭐ 1.7K) - TensorFlow Recommenders is a library for building.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 250 Β· πŸ“¦ 290 Β· πŸ“‹ 420 - 55% open Β· ⏱️ 29.11.2023):

    it clone https://github.com/tensorflow/recommenders
    
  • PyPi (πŸ“₯ 450K / month Β· πŸ“¦ 1 Β· ⏱️ 03.02.2023):

    ip install tensorflow-recommenders
    
TF Ranking (πŸ₯‰26 Β· ⭐ 2.7K) - Learning to Rank in TensorFlow. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 470 Β· πŸ“‹ 320 - 25% open Β· ⏱️ 26.09.2023):

    it clone https://github.com/tensorflow/ranking
    
  • PyPi (πŸ“₯ 98K / month Β· πŸ“¦ 13 Β· ⏱️ 11.08.2023):

    ip install tensorflow_ranking
    
RecBole (πŸ₯‰25 Β· ⭐ 3.1K) - A unified, comprehensive and efficient recommendation library. MIT
  • GitHub (πŸ‘¨β€πŸ’» 70 Β· πŸ”€ 560 Β· πŸ“‹ 890 - 23% open Β· ⏱️ 25.11.2023):

    it clone https://github.com/RUCAIBox/RecBole
    
  • PyPi (πŸ“₯ 1.9K / month Β· πŸ“¦ 2 Β· ⏱️ 31.10.2023):

    ip install recbole
    
  • Conda (πŸ“₯ 4.5K Β· ⏱️ 01.11.2023):

    onda install -c aibox recbole
    
recmetrics (πŸ₯‰21 Β· ⭐ 550) - A library of metrics for evaluating recommender systems. MIT
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 97 Β· πŸ“₯ 5 Β· πŸ“¦ 49 Β· πŸ“‹ 28 - 46% open Β· ⏱️ 04.10.2023):

    it clone https://github.com/statisticianinstilettos/recmetrics
    
  • PyPi (πŸ“₯ 10K / month Β· ⏱️ 26.04.2022):

    ip install recmetrics
    
Show 8 hidden projects...
  • scikit-surprise (πŸ₯ˆ27 Β· ⭐ 6.1K Β· πŸ’€) - A Python scikit for building and analyzing recommender.. BSD-3
  • lkpy (πŸ₯‰24 Β· ⭐ 250) - Python recommendation toolkit. MIT
  • tensorrec (πŸ₯‰21 Β· ⭐ 1.3K Β· πŸ’€) - A TensorFlow recommendation algorithm and framework in.. Apache-2
  • fastFM (πŸ₯‰21 Β· ⭐ 1.1K Β· πŸ’€) - fastFM: A Library for Factorization Machines. BSD-3
  • Case Recommender (πŸ₯‰19 Β· ⭐ 450 Β· πŸ’€) - Case Recommender: A Flexible and Extensible Python.. MIT
  • Spotlight (πŸ₯‰18 Β· ⭐ 2.9K Β· πŸ’€) - Deep recommender models using PyTorch. MIT
  • OpenRec (πŸ₯‰16 Β· ⭐ 410 Β· πŸ’€) - OpenRec is an open-source and modular library for neural network-.. Apache-2
  • Collie (πŸ₯‰15 Β· ⭐ 100 Β· πŸ’€) - A library for preparing, training, and evaluating scalable deep.. BSD-3

Privacy Machine Learning

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Libraries for encrypted and privacy-preserving machine learning using methods like federated learning & differential privacy.

PySyft (πŸ₯‡36 Β· ⭐ 9.1K) - Perform data science on data that remains in someone elses server. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 500 Β· πŸ”€ 2K Β· πŸ“₯ 2.2K Β· πŸ“¦ 1 Β· πŸ“‹ 3.4K - 1% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/OpenMined/PySyft
    
  • PyPi (πŸ“₯ 6K / month Β· πŸ“¦ 5 Β· ⏱️ 15.02.2024):

    ip install syft
    
Opacus (πŸ₯ˆ31 Β· ⭐ 1.6K) - Training PyTorch models with differential privacy. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 75 Β· πŸ”€ 310 Β· πŸ“₯ 110 Β· πŸ“¦ 730 Β· πŸ“‹ 280 - 25% open Β· ⏱️ 10.02.2024):

    it clone https://github.com/pytorch/opacus
    
  • PyPi (πŸ“₯ 75K / month Β· πŸ“¦ 20 Β· ⏱️ 11.02.2024):

    ip install opacus
    
  • Conda (πŸ“₯ 13K Β· ⏱️ 11.02.2024):

    onda install -c conda-forge opacus
    
FATE (πŸ₯ˆ27 Β· ⭐ 5.4K) - An Industrial Grade Federated Learning Framework. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 1.6K Β· πŸ“‹ 1.9K - 43% open Β· ⏱️ 31.01.2024):

    it clone https://github.com/FederatedAI/FATE
    
  • PyPi (⏱️ 06.05.2020):

    ip install ETAF
    
TensorFlow Privacy (πŸ₯ˆ27 Β· ⭐ 1.9K) - Library for training machine learning models with.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 58 Β· πŸ”€ 450 Β· πŸ“₯ 140 Β· πŸ“‹ 200 - 55% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/tensorflow/privacy
    
  • PyPi (πŸ“₯ 14K / month Β· πŸ“¦ 15 Β· ⏱️ 14.02.2024):

    ip install tensorflow-privacy
    
TFEncrypted (πŸ₯‰24 Β· ⭐ 1.2K Β· πŸ’€) - A Framework for Encrypted Machine Learning in.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 200 Β· πŸ“¦ 65 Β· πŸ“‹ 440 - 32% open Β· ⏱️ 08.02.2023):

    it clone https://github.com/tf-encrypted/tf-encrypted
    
  • PyPi (πŸ“₯ 410 / month Β· πŸ“¦ 9 Β· ⏱️ 16.11.2022):

    ip install tf-encrypted
    
CrypTen (πŸ₯‰23 Β· ⭐ 1.4K) - A framework for Privacy Preserving Machine Learning. MIT
  • GitHub (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 290 Β· πŸ“¦ 33 Β· πŸ“‹ 260 - 26% open Β· ⏱️ 06.01.2024):

    it clone https://github.com/facebookresearch/CrypTen
    
  • PyPi (πŸ“₯ 320 / month Β· πŸ“¦ 1 Β· ⏱️ 08.12.2022):

    ip install crypten
    
Show 1 hidden projects...
  • PipelineDP (πŸ₯‰21 Β· ⭐ 270) - PipelineDP is a Python framework for applying differentially.. Apache-2

Workflow & Experiment Tracking

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Libraries to organize, track, and visualize machine learning experiments.

mlflow (πŸ₯‡44 Β· ⭐ 17K) - Open source platform for the machine learning lifecycle. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 700 Β· πŸ”€ 3.9K Β· πŸ“¦ 30K Β· πŸ“‹ 3.7K - 36% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/mlflow/mlflow
    
  • PyPi (πŸ“₯ 16M / month Β· πŸ“¦ 550 Β· ⏱️ 09.02.2024):

    ip install mlflow
    
  • Conda (πŸ“₯ 1.7M Β· ⏱️ 11.02.2024):

    onda install -c conda-forge mlflow
    
Tensorboard (πŸ₯‡43 Β· ⭐ 6.5K) - TensorFlows Visualization Toolkit. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 310 Β· πŸ”€ 1.6K Β· πŸ“¦ 210K Β· πŸ“‹ 1.9K - 34% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/tensorflow/tensorboard
    
  • PyPi (πŸ“₯ 23M / month Β· πŸ“¦ 2.9K Β· ⏱️ 14.02.2024):

    ip install tensorboard
    
  • Conda (πŸ“₯ 4.5M Β· ⏱️ 09.02.2024):

    onda install -c conda-forge tensorboard
    
DVC (πŸ₯‡41 Β· ⭐ 13K) - ML Experiments Management with Git. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 290 Β· πŸ”€ 1.1K Β· πŸ“₯ 44K Β· πŸ“¦ 13K Β· πŸ“‹ 4.6K - 11% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/iterative/dvc
    
  • PyPi (πŸ“₯ 780K / month Β· πŸ“¦ 94 Β· ⏱️ 09.02.2024):

    ip install dvc
    
  • Conda (πŸ“₯ 1.8M Β· ⏱️ 09.02.2024):

    onda install -c conda-forge dvc
    
wandb client (πŸ₯‡40 Β· ⭐ 7.8K) - A tool for visualizing and tracking your machine learning.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 170 Β· πŸ”€ 600 Β· πŸ“¦ 38K Β· πŸ“‹ 3K - 28% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/wandb/client
    
  • PyPi (πŸ“₯ 12M / month Β· πŸ“¦ 730 Β· ⏱️ 06.02.2024):

    ip install wandb
    
  • Conda (πŸ“₯ 450K Β· ⏱️ 06.02.2024):

    onda install -c conda-forge wandb
    
SageMaker SDK (πŸ₯‡40 Β· ⭐ 2K) - A library for training and deploying machine learning.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 420 Β· πŸ”€ 1.1K Β· πŸ“¦ 3.6K Β· πŸ“‹ 1.4K - 18% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/aws/sagemaker-python-sdk
    
  • PyPi (πŸ“₯ 26M / month Β· πŸ“¦ 92 Β· ⏱️ 06.02.2024):

    ip install sagemaker
    
  • Conda (πŸ“₯ 710K Β· ⏱️ 13.02.2024):

    onda install -c conda-forge sagemaker-python-sdk
    
PyCaret (πŸ₯ˆ38 Β· ⭐ 8.2K) - An open-source, low-code machine learning library in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 1.7K Β· πŸ“₯ 680 Β· πŸ“¦ 5.1K Β· πŸ“‹ 2.2K - 14% open Β· ⏱️ 02.02.2024):

    it clone https://github.com/pycaret/pycaret
    
  • PyPi (πŸ“₯ 290K / month Β· πŸ“¦ 18 Β· ⏱️ 12.11.2023):

    ip install pycaret
    
  • Conda (πŸ“₯ 42K Β· ⏱️ 16.11.2023):

    onda install -c conda-forge pycaret
    
snakemake (πŸ₯ˆ35 Β· ⭐ 2K) - This is the development home of the workflow management system.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 320 Β· πŸ”€ 500 Β· πŸ“¦ 1.9K Β· πŸ“‹ 1.6K - 61% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/snakemake/snakemake
    
  • PyPi (πŸ“₯ 190K / month Β· πŸ“¦ 260 Β· ⏱️ 09.02.2024):

    ip install snakemake
    
  • Conda (πŸ“₯ 970K Β· ⏱️ 10.02.2024):

    onda install -c bioconda snakemake
    
ClearML (πŸ₯ˆ34 Β· ⭐ 5.1K) - ClearML - Auto-Magical CI/CD to streamline your ML workflow... Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 89 Β· πŸ”€ 630 Β· πŸ“₯ 2.1K Β· πŸ“¦ 940 Β· πŸ“‹ 950 - 45% open Β· ⏱️ 12.02.2024):

    it clone https://github.com/allegroai/clearml
    
  • PyPi (πŸ“₯ 240K / month Β· πŸ“¦ 18 Β· ⏱️ 12.02.2024):

    ip install clearml
    
  • Docker Hub (πŸ“₯ 30K Β· ⏱️ 05.10.2020):

    ocker pull allegroai/trains
    
AzureML SDK (πŸ₯ˆ34 Β· ⭐ 3.9K) - Python notebooks with ML and deep learning examples with Azure.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 64 Β· πŸ”€ 2.5K Β· πŸ“₯ 500 Β· πŸ“‹ 1.5K - 26% open Β· ⏱️ 07.02.2024):

    it clone https://github.com/Azure/MachineLearningNotebooks
    
  • PyPi (πŸ“₯ 550K / month Β· πŸ“¦ 48 Β· ⏱️ 06.02.2024):

    ip install azureml-sdk
    
tensorboardX (πŸ₯ˆ32 Β· ⭐ 7.8K) - tensorboard for pytorch (and chainer, mxnet, numpy, ...). MIT
  • GitHub (πŸ‘¨β€πŸ’» 82 Β· πŸ”€ 870 Β· πŸ“₯ 410 Β· πŸ“¦ 40K Β· πŸ“‹ 450 - 17% open Β· ⏱️ 12.11.2023):

    it clone https://github.com/lanpa/tensorboardX
    
  • PyPi (πŸ“₯ 2.4M / month Β· πŸ“¦ 1K Β· ⏱️ 20.08.2023):

    ip install tensorboardX
    
  • Conda (πŸ“₯ 1.1M Β· ⏱️ 20.08.2023):

    onda install -c conda-forge tensorboardx
    
Metaflow (πŸ₯ˆ32 Β· ⭐ 7.4K) - Build and manage real-life ML, AI, and data science projects with.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 81 Β· πŸ”€ 710 Β· πŸ“¦ 590 Β· πŸ“‹ 650 - 45% open Β· ⏱️ 08.02.2024):

    it clone https://github.com/Netflix/metaflow
    
  • PyPi (πŸ“₯ 160K / month Β· πŸ“¦ 28 Β· ⏱️ 08.02.2024):

    ip install metaflow
    
  • Conda (πŸ“₯ 160K Β· ⏱️ 15.01.2024):

    onda install -c conda-forge metaflow
    
aim (πŸ₯ˆ32 Β· ⭐ 4.6K) - Aim An easy-to-use & supercharged open-source experiment tracker. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 61 Β· πŸ”€ 280 Β· πŸ“¦ 440 Β· πŸ“‹ 980 - 33% open Β· ⏱️ 07.02.2024):

    it clone https://github.com/aimhubio/aim
    
  • PyPi (πŸ“₯ 78K / month Β· πŸ“¦ 19 Β· ⏱️ 14.02.2024):

    ip install aim
    
  • Conda (πŸ“₯ 42K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge aim
    
kaggle (πŸ₯ˆ30 Β· ⭐ 5.8K) - Official Kaggle API. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 1.1K Β· πŸ“¦ 21 Β· πŸ“‹ 440 - 32% open Β· ⏱️ 23.01.2024):

    it clone https://github.com/Kaggle/kaggle-api
    
  • PyPi (πŸ“₯ 220K / month Β· πŸ“¦ 390 Β· ⏱️ 13.02.2024):

    ip install kaggle
    
  • Conda (πŸ“₯ 140K Β· ⏱️ 07.02.2024):

    onda install -c conda-forge kaggle
    
sacred (πŸ₯ˆ30 Β· ⭐ 4.1K) - Sacred is a tool to help you configure, organize, log and reproduce.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 380 Β· πŸ“¦ 2.8K Β· πŸ“‹ 560 - 17% open Β· ⏱️ 13.11.2023):

    it clone https://github.com/IDSIA/sacred
    
  • PyPi (πŸ“₯ 38K / month Β· πŸ“¦ 110 Β· ⏱️ 13.11.2023):

    ip install sacred
    
  • Conda (πŸ“₯ 4.6K Β· ⏱️ 28.11.2023):

    onda install -c conda-forge sacred
    
Neptune.ai (πŸ₯ˆ30 Β· ⭐ 480) - The MLOps stack component for experiment tracking. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 57 Β· πŸ“‹ 230 - 11% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/neptune-ai/neptune-client
    
  • PyPi (πŸ“₯ 580K / month Β· πŸ“¦ 49 Β· ⏱️ 15.02.2024):

    ip install neptune-client
    
  • Conda (πŸ“₯ 230K Β· ⏱️ 15.02.2024):

    onda install -c conda-forge neptune-client
    
VisualDL (πŸ₯ˆ29 Β· ⭐ 4.7K) - Deep Learning Visualization Toolkit. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 630 Β· πŸ“₯ 340 Β· πŸ“¦ 2.6K Β· πŸ“‹ 500 - 28% open Β· ⏱️ 20.09.2023):

    it clone https://github.com/PaddlePaddle/VisualDL
    
  • PyPi (πŸ“₯ 260K / month Β· πŸ“¦ 46 Β· ⏱️ 05.06.2023):

    ip install visualdl
    
quinn (πŸ₯ˆ29 Β· ⭐ 550) - pyspark methods to enhance developer productivity. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 83 Β· πŸ“₯ 10 Β· πŸ“¦ 74 Β· πŸ“‹ 100 - 35% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/MrPowers/quinn
    
  • PyPi (πŸ“₯ 810K / month Β· πŸ“¦ 7 Β· ⏱️ 13.02.2024):

    ip install quinn
    
Labml (πŸ₯‰27 Β· ⭐ 1.8K) - Monitor deep learning model training and hardware usage from your mobile.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 120 Β· πŸ“¦ 130 Β· πŸ“‹ 38 - 47% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/labmlai/labml
    
  • PyPi (πŸ“₯ 3.9K / month Β· πŸ“¦ 6 Β· ⏱️ 10.09.2023):

    ip install labml
    
TNT (πŸ₯‰26 Β· ⭐ 1.6K) - A lightweight library for PyTorch training tools and utilities. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 250 Β· πŸ“‹ 100 - 39% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/pytorch/tnt
    
  • PyPi (πŸ“₯ 6.3K / month Β· πŸ“¦ 38 Β· ⏱️ 29.07.2018):

    ip install torchnet
    
ml-metadata (πŸ₯‰24 Β· ⭐ 580) - For recording and retrieving metadata associated with ML.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 140 Β· πŸ“₯ 2.1K Β· πŸ“¦ 390 Β· πŸ“‹ 110 - 31% open Β· ⏱️ 26.01.2024):

    it clone https://github.com/google/ml-metadata
    
  • PyPi (πŸ“₯ 56K / month Β· πŸ“¦ 24 Β· ⏱️ 10.08.2023):

    ip install ml-metadata
    
Guild AI (πŸ₯‰23 Β· ⭐ 850) - Experiment tracking, ML developer tools. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 83 Β· πŸ“₯ 14 Β· πŸ“¦ 90 Β· πŸ“‹ 440 - 50% open Β· ⏱️ 12.08.2023):

    it clone https://github.com/guildai/guildai
    
  • PyPi (πŸ“₯ 1.1K / month Β· ⏱️ 11.05.2022):

    ip install guildai
    
Studio.ml (πŸ₯‰21 Β· ⭐ 380) - Studio: Simplify and expedite model building process. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 52 Β· πŸ“¦ 5 Β· πŸ“‹ 250 - 22% open Β· ⏱️ 06.09.2023):

    it clone https://github.com/studioml/studio
    
  • PyPi (πŸ“₯ 380 / month Β· ⏱️ 14.09.2021):

    ip install studioml
    
TensorWatch (πŸ₯‰20 Β· ⭐ 3.4K) - Debugging, monitoring and visualization for Python Machine Learning.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 360 Β· πŸ“¦ 140 Β· πŸ“‹ 70 - 75% open Β· ⏱️ 30.08.2023):

    it clone https://github.com/microsoft/tensorwatch
    
  • PyPi (πŸ“₯ 630 / month Β· πŸ“¦ 7 Β· ⏱️ 04.03.2020):

    ip install tensorwatch
    
caliban (πŸ₯‰16 Β· ⭐ 490) - Research workflows made easy, locally and in the Cloud. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 66 Β· πŸ“¦ 1 Β· πŸ“‹ 34 - 55% open Β· ⏱️ 25.01.2024):

    it clone https://github.com/google/caliban
    
  • PyPi (πŸ“₯ 87 / month Β· ⏱️ 12.09.2020):

    ip install caliban
    
Show 16 hidden projects...
  • Catalyst (πŸ₯ˆ29 Β· ⭐ 3.2K Β· πŸ’€) - Accelerated deep learning R&D. Apache-2
  • knockknock (πŸ₯‰25 Β· ⭐ 2.7K Β· πŸ’€) - Knock Knock: Get notified when your training ends with only two.. MIT
  • livelossplot (πŸ₯‰25 Β· ⭐ 1.3K Β· πŸ’€) - Live training loss plot in Jupyter Notebook for Keras,.. MIT
  • SKLL (πŸ₯‰25 Β· ⭐ 550) - SciKit-Learn Laboratory (SKLL) makes it easy to run machine.. ❗️BSD-1-Clause
  • gokart (πŸ₯‰25 Β· ⭐ 300) - Gokart solves reproducibility, task dependencies, constraints of good code,.. MIT
  • hiddenlayer (πŸ₯‰23 Β· ⭐ 1.8K Β· πŸ’€) - Neural network graphs and training metrics for.. MIT
  • lore (πŸ₯‰20 Β· ⭐ 1.6K Β· πŸ’€) - Lore makes machine learning approachable for Software Engineers and.. MIT
  • TensorBoard Logger (πŸ₯‰20 Β· ⭐ 630 Β· πŸ’€) - Log TensorBoard events without touching TensorFlow. MIT
  • MXBoard (πŸ₯‰20 Β· ⭐ 330 Β· πŸ’€) - Logging MXNet data for visualization in TensorBoard. Apache-2
  • keepsake (πŸ₯‰18 Β· ⭐ 1.6K Β· πŸ’€) - Version control for machine learning. Apache-2
  • datmo (πŸ₯‰17 Β· ⭐ 350 Β· πŸ’€) - Open source production model management tool for data scientists. MIT
  • chitra (πŸ₯‰16 Β· ⭐ 220) - A multi-functional library for full-stack Deep Learning. Simplifies.. Apache-2
  • steppy (πŸ₯‰16 Β· ⭐ 140 Β· πŸ’€) - Lightweight, Python library for fast and reproducible experimentation. MIT
  • CometML (πŸ₯‰13) - Supercharging Machine Learning. ❗Unlicensed
  • ModelChimp (πŸ₯‰12 Β· ⭐ 130 Β· πŸ’€) - Experiment tracking for machine and deep learning projects. BSD-2
  • traintool (πŸ₯‰9 Β· ⭐ 12 Β· πŸ’€) - Train off-the-shelf machine learning models in one.. Apache-2

Model Serialization & Deployment

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Libraries to serialize models to files, convert between a variety of model formats, and optimize models for deployment.

onnx (πŸ₯‡43 Β· ⭐ 16K) - Open standard for machine learning interoperability. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 310 Β· πŸ”€ 3.6K Β· πŸ“₯ 20K Β· πŸ“¦ 24K Β· πŸ“‹ 2.7K - 11% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/onnx/onnx
    
  • PyPi (πŸ“₯ 4.6M / month Β· πŸ“¦ 690 Β· ⏱️ 26.10.2023):

    ip install onnx
    
  • Conda (πŸ“₯ 920K Β· ⏱️ 25.01.2024):

    onda install -c conda-forge onnx
    
triton (πŸ₯‡39 Β· ⭐ 9.8K) - Development repository for the Triton language and compiler. MIT
  • GitHub (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 1.1K Β· πŸ“¦ 21 Β· πŸ“‹ 1.1K - 43% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/openai/triton
    
  • PyPi (πŸ“₯ 9.2M / month Β· πŸ“¦ 88 Β· ⏱️ 10.01.2024):

    ip install triton
    
BentoML (πŸ₯ˆ36 Β· ⭐ 6.3K) - Build Production-Grade AI Applications. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 710 Β· πŸ“₯ 2K Β· πŸ“¦ 1.6K Β· πŸ“‹ 1K - 20% open Β· ⏱️ 08.02.2024):

    it clone https://github.com/bentoml/BentoML
    
  • PyPi (πŸ“₯ 89K / month Β· πŸ“¦ 13 Β· ⏱️ 05.02.2024):

    ip install bentoml
    
huggingface_hub (πŸ₯ˆ36 Β· ⭐ 1.5K) - The official Python client for the Huggingface Hub. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 380 Β· πŸ“‹ 720 - 16% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/huggingface/huggingface_hub
    
  • PyPi (πŸ“₯ 27M / month Β· πŸ“¦ 650 Β· ⏱️ 22.01.2024):

    ip install huggingface_hub
    
  • Conda (πŸ“₯ 1.6M Β· ⏱️ 05.01.2024):

    onda install -c conda-forge huggingface_hub
    
TorchServe (πŸ₯ˆ35 Β· ⭐ 3.9K) - Serve, optimize and scale PyTorch models in production. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 790 Β· πŸ“₯ 5.5K Β· πŸ“¦ 600 Β· πŸ“‹ 1.5K - 22% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/pytorch/serve
    
  • PyPi (πŸ“₯ 42K / month Β· πŸ“¦ 16 Β· ⏱️ 12.10.2023):

    ip install torchserve
    
  • Conda (πŸ“₯ 150K Β· ⏱️ 12.10.2023):

    onda install -c pytorch torchserve
    
  • Docker Hub (πŸ“₯ 1.2M Β· ⭐ 22 Β· ⏱️ 12.10.2023):

    ocker pull pytorch/torchserve
    
Core ML Tools (πŸ₯ˆ33 Β· ⭐ 3.9K) - Core ML tools contain supporting tools for Core ML model.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 590 Β· πŸ“₯ 9.1K Β· πŸ“¦ 3.6K Β· πŸ“‹ 1.3K - 21% open Β· ⏱️ 12.02.2024):

    it clone https://github.com/apple/coremltools
    
  • PyPi (πŸ“₯ 190K / month Β· πŸ“¦ 170 Β· ⏱️ 01.11.2023):

    ip install coremltools
    
  • Conda (πŸ“₯ 54K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge coremltools
    
Hummingbird (πŸ₯ˆ27 Β· ⭐ 3.3K) - Hummingbird compiles trained ML models into tensor computation for.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 270 Β· πŸ“₯ 370 Β· πŸ“‹ 320 - 19% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/microsoft/hummingbird
    
  • PyPi (πŸ“₯ 7.7K / month Β· πŸ“¦ 4 Β· ⏱️ 08.01.2024):

    ip install hummingbird-ml
    
  • Conda (πŸ“₯ 38K Β· ⏱️ 08.01.2024):

    onda install -c conda-forge hummingbird-ml
    
hls4ml (πŸ₯ˆ26 Β· ⭐ 1K) - Machine learning on FPGAs using HLS. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 59 Β· πŸ”€ 360 Β· πŸ“‹ 410 - 38% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/fastmachinelearning/hls4ml
    
  • PyPi (πŸ“₯ 1K / month Β· ⏱️ 19.12.2023):

    ip install hls4ml
    
  • Conda (πŸ“₯ 7.2K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge hls4ml
    
cortex (πŸ₯‰23 Β· ⭐ 8K Β· πŸ’€) - Production infrastructure for machine learning at scale. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 610 Β· πŸ“‹ 1.1K - 10% open Β· ⏱️ 04.03.2023):

    it clone https://github.com/cortexlabs/cortex
    
  • PyPi (πŸ“₯ 1.1K / month Β· πŸ“¦ 1 Β· ⏱️ 23.09.2022):

    ip install cortex
    
nebullvm (πŸ₯‰21 Β· ⭐ 8.3K) - The user analytics platform for LLMs. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 650 Β· πŸ“‹ 200 - 48% open Β· ⏱️ 28.10.2023):

    it clone https://github.com/nebuly-ai/nebullvm
    
  • PyPi (πŸ“₯ 880 / month Β· πŸ“¦ 2 Β· ⏱️ 18.06.2023):

    ip install nebullvm
    
tfdeploy (πŸ₯‰16 Β· ⭐ 350) - Deploy tensorflow graphs for fast evaluation and export to.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 4 Β· πŸ”€ 38 Β· πŸ“‹ 34 - 32% open Β· ⏱️ 02.01.2024):

    it clone https://github.com/riga/tfdeploy
    
  • PyPi (πŸ“₯ 69 / month Β· πŸ“¦ 2 Β· ⏱️ 30.03.2017):

    ip install tfdeploy
    
Show 9 hidden projects...
  • mmdnn (πŸ₯‰25 Β· ⭐ 5.8K Β· πŸ’€) - MMdnn is a set of tools to help users inter-operate among different deep.. MIT
  • m2cgen (πŸ₯‰25 Β· ⭐ 2.7K Β· πŸ’€) - Transform ML models into a native code (Java, C, Python, Go,.. MIT
  • sklearn-porter (πŸ₯‰23 Β· ⭐ 1.3K Β· πŸ’€) - Transpile trained scikit-learn estimators to C, Java,.. BSD-3
  • Larq Compute Engine (πŸ₯‰20 Β· ⭐ 230) - Highly optimized inference engine for Binarized.. Apache-2
  • pytorch2keras (πŸ₯‰19 Β· ⭐ 850 Β· πŸ’€) - PyTorch to Keras model convertor. MIT
  • OMLT (πŸ₯‰19 Β· ⭐ 230) - Represent trained machine learning models as Pyomo optimization formulations. BSD-3
  • modelkit (πŸ₯‰19 Β· ⭐ 150) - Toolkit for developing and maintaining ML models. MIT
  • backprop (πŸ₯‰14 Β· ⭐ 240 Β· πŸ’€) - Backprop makes it simple to use, finetune, and deploy state-of-.. Apache-2
  • ml-ane-transformers (πŸ₯‰13 Β· ⭐ 2.4K Β· πŸ’€) - Reference implementation of the Transformer.. ❗Unlicensed

Model Interpretability

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Libraries to visualize, explain, debug, evaluate, and interpret machine learning models.

shap (πŸ₯‡41 Β· ⭐ 21K) - A game theoretic approach to explain the output of any machine learning model. MIT
  • GitHub (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 3.1K Β· πŸ“¦ 16K Β· πŸ“‹ 2.4K - 59% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/slundberg/shap
    
  • PyPi (πŸ“₯ 7.6M / month Β· πŸ“¦ 460 Β· ⏱️ 25.01.2024):

    ip install shap
    
  • Conda (πŸ“₯ 2.3M Β· ⏱️ 08.01.2024):

    onda install -c conda-forge shap
    
arviz (πŸ₯‡35 Β· ⭐ 1.5K) - Exploratory analysis of Bayesian models with Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 370 Β· πŸ“₯ 130 Β· πŸ“¦ 5.8K Β· πŸ“‹ 840 - 19% open Β· ⏱️ 07.02.2024):

    it clone https://github.com/arviz-devs/arviz
    
  • PyPi (πŸ“₯ 1.8M / month Β· πŸ“¦ 170 Β· ⏱️ 27.12.2023):

    ip install arviz
    
  • Conda (πŸ“₯ 2.1M Β· ⏱️ 28.12.2023):

    onda install -c conda-forge arviz
    
Netron (πŸ₯‡34 Β· ⭐ 25K) - Visualizer for neural network, deep learning and machine learning.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 2 Β· πŸ”€ 2.7K Β· πŸ“₯ 47K Β· πŸ“¦ 12 Β· πŸ“‹ 1K - 2% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/lutzroeder/netron
    
  • PyPi (πŸ“₯ 27K / month Β· πŸ“¦ 74 Β· ⏱️ 11.02.2024):

    ip install netron
    
InterpretML (πŸ₯‡33 Β· ⭐ 5.9K) - Fit interpretable models. Explain blackbox machine learning. MIT
  • GitHub (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 710 Β· πŸ“¦ 620 Β· πŸ“‹ 410 - 20% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/interpretml/interpret
    
  • PyPi (πŸ“₯ 85K / month Β· πŸ“¦ 30 Β· ⏱️ 08.02.2024):

    ip install interpret
    
Captum (πŸ₯‡33 Β· ⭐ 4.4K) - Model interpretability and understanding for PyTorch. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 460 Β· πŸ“¦ 1.8K Β· πŸ“‹ 520 - 36% open Β· ⏱️ 05.02.2024):

    it clone https://github.com/pytorch/captum
    
  • PyPi (πŸ“₯ 160K / month Β· πŸ“¦ 63 Β· ⏱️ 05.12.2023):

    ip install captum
    
  • Conda (πŸ“₯ 21K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge captum
    
explainerdashboard (πŸ₯‡32 Β· ⭐ 2.1K) - Quickly build Explainable AI dashboards that show the inner.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 300 Β· πŸ“¦ 440 Β· πŸ“‹ 230 - 14% open Β· ⏱️ 18.12.2023):

    it clone https://github.com/oegedijk/explainerdashboard
    
  • PyPi (πŸ“₯ 81K / month Β· πŸ“¦ 10 Β· ⏱️ 17.12.2023):

    ip install explainerdashboard
    
  • Conda (πŸ“₯ 43K Β· ⏱️ 17.12.2023):

    onda install -c conda-forge explainerdashboard
    
DoWhy (πŸ₯ˆ31 Β· ⭐ 6.6K) - DoWhy is a Python library for causal inference that supports explicit.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 84 Β· πŸ”€ 890 Β· πŸ“₯ 33 Β· πŸ“¦ 330 Β· πŸ“‹ 430 - 29% open Β· ⏱️ 09.02.2024):

    it clone https://github.com/py-why/dowhy
    
  • PyPi (πŸ“₯ 43K / month Β· πŸ“¦ 7 Β· ⏱️ 25.12.2023):

    ip install dowhy
    
  • Conda (πŸ“₯ 19K Β· ⏱️ 26.01.2024):

    onda install -c conda-forge dowhy
    
evaluate (πŸ₯ˆ31 Β· ⭐ 1.7K) - Evaluate: A library for easily evaluating machine learning models.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 210 Β· πŸ“¦ 6.7K Β· πŸ“‹ 250 - 50% open Β· ⏱️ 27.12.2023):

    it clone https://github.com/huggingface/evaluate
    
  • PyPi (πŸ“₯ 2.8M / month Β· πŸ“¦ 160 Β· ⏱️ 13.10.2023):

    ip install evaluate
    
pyLDAvis (πŸ₯ˆ30 Β· ⭐ 1.8K) - Python library for interactive topic model visualization. Port of.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 360 Β· πŸ“¦ 5.7K Β· πŸ“‹ 190 - 41% open Β· ⏱️ 07.02.2024):

    it clone https://github.com/bmabey/pyLDAvis
    
  • PyPi (πŸ“₯ 170K / month Β· πŸ“¦ 160 Β· ⏱️ 23.04.2023):

    ip install pyldavis
    
  • Conda (πŸ“₯ 78K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge pyldavis
    
responsible-ai-widgets (πŸ₯ˆ30 Β· ⭐ 1.1K) - Responsible AI Toolbox is a suite of tools providing.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 300 Β· πŸ“¦ 85 Β· πŸ“‹ 310 - 26% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/microsoft/responsible-ai-toolbox
    
  • PyPi (πŸ“₯ 4.7K / month Β· πŸ“¦ 3 Β· ⏱️ 09.02.2024):

    ip install raiwidgets
    
fairlearn (πŸ₯ˆ29 Β· ⭐ 1.7K) - A Python package to assess and improve fairness of machine.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 80 Β· πŸ”€ 370 Β· πŸ“¦ 3 Β· πŸ“‹ 460 - 35% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/fairlearn/fairlearn
    
  • PyPi (πŸ“₯ 230K / month Β· πŸ“¦ 29 Β· ⏱️ 19.12.2023):

    ip install fairlearn
    
  • Conda (πŸ“₯ 31K Β· ⏱️ 20.12.2023):

    onda install -c conda-forge fairlearn
    
dtreeviz (πŸ₯ˆ28 Β· ⭐ 2.8K) - A python library for decision tree visualization and model interpretation. MIT
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 330 Β· πŸ“¦ 1K Β· πŸ“‹ 200 - 30% open Β· ⏱️ 06.01.2024):

    it clone https://github.com/parrt/dtreeviz
    
  • PyPi (πŸ“₯ 150K / month Β· πŸ“¦ 24 Β· ⏱️ 07.07.2022):

    ip install dtreeviz
    
  • Conda (πŸ“₯ 65K Β· ⏱️ 13.07.2023):

    onda install -c conda-forge dtreeviz
    
shapash (πŸ₯ˆ28 Β· ⭐ 2.6K) - Shapash: User-friendly Explainability and Interpretability to.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 320 Β· πŸ“¦ 140 Β· πŸ“‹ 180 - 20% open Β· ⏱️ 08.02.2024):

    it clone https://github.com/MAIF/shapash
    
  • PyPi (πŸ“₯ 6K / month Β· πŸ“¦ 2 Β· ⏱️ 08.02.2024):

    ip install shapash
    
Model Analysis (πŸ₯ˆ28 Β· ⭐ 1.2K) - Model analysis tools for TensorFlow. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 57 Β· πŸ”€ 280 Β· πŸ“¦ 2 Β· πŸ“‹ 87 - 39% open Β· ⏱️ 12.02.2024):

    it clone https://github.com/tensorflow/model-analysis
    
  • PyPi (πŸ“₯ 73K / month Β· πŸ“¦ 23 Β· ⏱️ 14.08.2023):

    ip install tensorflow-model-analysis
    
yellowbrick (πŸ₯ˆ26 Β· ⭐ 4.2K Β· πŸ’€) - Visual analysis and diagnostic tools to facilitate.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 550 Β· πŸ“‹ 700 - 12% open Β· ⏱️ 05.07.2023):

    it clone https://github.com/DistrictDataLabs/yellowbrick
    
  • PyPi (πŸ“₯ 400K / month Β· πŸ“¦ 87 Β· ⏱️ 21.08.2022):

    ip install yellowbrick
    
  • Conda (πŸ“₯ 74K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge yellowbrick
    
LIT (πŸ₯ˆ26 Β· ⭐ 3.3K) - The Learning Interpretability Tool: Interactively analyze ML models to.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 340 Β· πŸ“¦ 27 Β· πŸ“‹ 170 - 52% open Β· ⏱️ 08.11.2023):

    it clone https://github.com/PAIR-code/lit
    
  • PyPi (πŸ“₯ 2.7K / month Β· πŸ“¦ 1 Β· ⏱️ 08.11.2023):

    ip install lit-nlp
    
  • Conda (πŸ“₯ 67K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge lit-nlp
    
Fairness 360 (πŸ₯ˆ26 Β· ⭐ 2.3K) - A comprehensive set of fairness metrics for datasets and.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 70 Β· πŸ”€ 780 Β· πŸ“¦ 370 Β· πŸ“‹ 260 - 63% open Β· ⏱️ 21.11.2023):

    it clone https://github.com/Trusted-AI/AIF360
    
  • PyPi (πŸ“₯ 11K / month Β· πŸ“¦ 14 Β· ⏱️ 03.09.2022):

    ip install aif360
    
  • Conda (πŸ“₯ 7.9K Β· ⏱️ 14.10.2023):

    onda install -c conda-forge aif360
    
CausalNex (πŸ₯ˆ26 Β· ⭐ 2.1K) - A Python library that helps data scientists to infer.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 240 Β· πŸ“¦ 110 Β· πŸ“‹ 130 - 13% open Β· ⏱️ 10.02.2024):

    it clone https://github.com/quantumblacklabs/causalnex
    
  • PyPi (πŸ“₯ 2.5K / month Β· πŸ“¦ 3 Β· ⏱️ 22.06.2023):

    ip install causalnex
    
checklist (πŸ₯ˆ26 Β· ⭐ 2K) - Beyond Accuracy: Behavioral Testing of NLP models with CheckList. MIT
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 200 Β· πŸ“¦ 310 Β· πŸ“‹ 120 - 29% open Β· ⏱️ 26.09.2023):

    it clone https://github.com/marcotcr/checklist
    
  • PyPi (πŸ“₯ 11K / month Β· πŸ“¦ 7 Β· ⏱️ 24.05.2021):

    ip install checklist
    
  • Conda (πŸ“₯ 6.8K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge checklist
    
imodels (πŸ₯ˆ26 Β· ⭐ 1.3K) - Interpretable ML package for concise, transparent, and accurate.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 110 Β· πŸ“¦ 63 Β· πŸ“‹ 82 - 36% open Β· ⏱️ 30.12.2023):

    it clone https://github.com/csinva/imodels
    
  • PyPi (πŸ“₯ 28K / month Β· πŸ“¦ 4 Β· ⏱️ 05.10.2023):

    ip install imodels
    
iNNvestigate (πŸ₯ˆ26 Β· ⭐ 1.2K) - A toolbox to iNNvestigate neural networks predictions!. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 240 Β· πŸ“₯ 91 Β· πŸ“¦ 120 Β· πŸ“‹ 260 - 20% open Β· ⏱️ 12.10.2023):

    it clone https://github.com/albermax/innvestigate
    
  • PyPi (πŸ“₯ 830 / month Β· πŸ“¦ 2 Β· ⏱️ 12.10.2023):

    ip install innvestigate
    
Explainability 360 (πŸ₯‰24 Β· ⭐ 1.5K) - Interpretability and explainability of data and.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 300 Β· πŸ“¦ 86 Β· πŸ“‹ 84 - 64% open Β· ⏱️ 22.08.2023):

    it clone https://github.com/Trusted-AI/AIX360
    
  • PyPi (πŸ“₯ 1.4K / month Β· πŸ“¦ 1 Β· ⏱️ 31.07.2023):

    ip install aix360
    
aequitas (πŸ₯‰24 Β· ⭐ 610) - Bias Auditing & Fair ML Toolkit. MIT
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 110 Β· πŸ“¦ 150 Β· πŸ“‹ 100 - 55% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/dssg/aequitas
    
  • PyPi (πŸ“₯ 4.6K / month Β· πŸ“¦ 7 Β· ⏱️ 30.01.2024):

    ip install aequitas
    
DiCE (πŸ₯‰23 Β· ⭐ 1.2K) - Generate Diverse Counterfactual Explanations for any machine.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 180 Β· πŸ“‹ 170 - 45% open Β· ⏱️ 09.12.2023):

    it clone https://github.com/interpretml/DiCE
    
  • PyPi (πŸ“₯ 77K / month Β· πŸ“¦ 6 Β· ⏱️ 27.10.2023):

    ip install dice-ml
    
keract (πŸ₯‰23 Β· ⭐ 1K) - Layers Outputs and Gradients in Keras. Made easy. MIT
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 180 Β· πŸ“¦ 200 Β· πŸ“‹ 89 - 3% open Β· ⏱️ 17.11.2023):

    it clone https://github.com/philipperemy/keract
    
  • PyPi (πŸ“₯ 4.3K / month Β· πŸ“¦ 9 Β· ⏱️ 25.09.2022):

    ip install keract
    
ecco (πŸ₯‰22 Β· ⭐ 1.9K) - Explain, analyze, and visualize NLP language models. Ecco creates.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 160 Β· πŸ“₯ 72 Β· πŸ“¦ 28 Β· πŸ“‹ 61 - 49% open Β· ⏱️ 10.08.2023):

    it clone https://github.com/jalammar/ecco
    
  • PyPi (πŸ“₯ 330 / month Β· πŸ“¦ 1 Β· ⏱️ 09.01.2022):

    ip install ecco
    
  • Conda (πŸ“₯ 4.4K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge ecco
    
What-If Tool (πŸ₯‰21 Β· ⭐ 870) - Source code/webpage/demos for the What-If Tool. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 160 Β· πŸ“¦ 2 Β· πŸ“‹ 140 - 58% open Β· ⏱️ 01.02.2024):

    it clone https://github.com/PAIR-code/what-if-tool
    
  • PyPi (πŸ“₯ 2.3K / month Β· πŸ“¦ 4 Β· ⏱️ 12.10.2021):

    ip install witwidget
    
  • Conda (πŸ“₯ 2.1M Β· ⏱️ 16.06.2023):

    onda install -c conda-forge tensorboard-plugin-wit
    
  • npm (πŸ“₯ 1.4K / month Β· πŸ“¦ 2 Β· ⏱️ 12.10.2021):

    pm install wit-widget
    
LOFO (πŸ₯‰20 Β· ⭐ 790) - Leave One Feature Out Importance. MIT
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 81 Β· πŸ“¦ 27 Β· πŸ“‹ 26 - 11% open Β· ⏱️ 16.01.2024):

    it clone https://github.com/aerdem4/lofo-importance
    
  • PyPi (πŸ“₯ 2.2K / month Β· πŸ“¦ 4 Β· ⏱️ 16.01.2024):

    ip install lofo-importance
    
model-card-toolkit (πŸ₯‰20 Β· ⭐ 400 Β· πŸ’€) - A toolkit that streamlines and automates the.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 80 Β· πŸ“₯ 18 Β· πŸ“¦ 23 Β· πŸ“‹ 33 - 30% open Β· ⏱️ 26.07.2023):

    it clone https://github.com/tensorflow/model-card-toolkit
    
  • PyPi (πŸ“₯ 1.4K / month Β· πŸ“¦ 1 Β· ⏱️ 28.04.2022):

    ip install model-card-toolkit
    
fairness-indicators (πŸ₯‰18 Β· ⭐ 330) - Tensorflows Fairness Evaluation and Visualization.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 78 Β· πŸ“‹ 30 - 70% open Β· ⏱️ 16.01.2024):

    it clone https://github.com/tensorflow/fairness-indicators
    
  • PyPi (πŸ“₯ 2.2K / month Β· ⏱️ 13.12.2022):

    ip install fairness-indicators
    
FlashTorch (πŸ₯‰16 Β· ⭐ 720) - Visualization toolkit for neural networks in PyTorch! Demo --. MIT
  • GitHub (πŸ‘¨β€πŸ’» 2 Β· πŸ”€ 88 Β· πŸ“¦ 15 Β· πŸ“‹ 32 - 31% open Β· ⏱️ 21.09.2023):

    it clone https://github.com/MisaOgura/flashtorch
    
  • PyPi (πŸ“₯ 730 / month Β· ⏱️ 29.05.2020):

    ip install flashtorch
    
ExplainX.ai (πŸ₯‰16 Β· ⭐ 380) - Explainable AI framework for data scientists. Explain & debug any.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 51 Β· πŸ“₯ 13 Β· πŸ“‹ 39 - 25% open Β· ⏱️ 15.01.2024):

    it clone https://github.com/explainX/explainx
    
  • PyPi (πŸ“₯ 390 / month Β· ⏱️ 04.02.2021):

    ip install explainx
    
interpret-text (πŸ₯‰15 Β· ⭐ 390) - A library that incorporates state-of-the-art explainers for.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 67 Β· πŸ“‹ 100 - 83% open Β· ⏱️ 05.02.2024):

    it clone https://github.com/interpretml/interpret-text
    
  • PyPi (πŸ“₯ 82 / month Β· ⏱️ 07.12.2021):

    ip install interpret-text
    
Show 21 hidden projects...
  • Lime (πŸ₯‡32 Β· ⭐ 11K Β· πŸ’€) - Lime: Explaining the predictions of any machine learning classifier. BSD-2
  • Deep Checks (πŸ₯ˆ29 Β· ⭐ 3.2K) - Deepchecks: Tests for Continuous Validation of ML Models &.. ❗️AGPL-3.0
  • scikit-plot (πŸ₯ˆ28 Β· ⭐ 2.4K Β· πŸ’€) - An intuitive library to add plotting functionality to.. MIT
  • eli5 (πŸ₯ˆ27 Β· ⭐ 2.7K Β· πŸ’€) - A library for debugging/inspecting machine learning classifiers and.. MIT
  • Alibi (πŸ₯ˆ27 Β· ⭐ 2.3K) - Algorithms for explaining machine learning models. ❗️Intel
  • Lucid (πŸ₯‰25 Β· ⭐ 4.6K Β· πŸ’€) - A collection of infrastructure and tools for research in.. Apache-2
  • DALEX (πŸ₯‰25 Β· ⭐ 1.3K) - moDel Agnostic Language for Exploration and eXplanation. ❗️GPL-3.0
  • keras-vis (πŸ₯‰24 Β· ⭐ 3K Β· πŸ’€) - Neural network visualization toolkit for keras. MIT
  • tf-explain (πŸ₯‰22 Β· ⭐ 1K Β· πŸ’€) - Interpretability Methods for tf.keras models with Tensorflow.. MIT
  • random-forest-importances (πŸ₯‰22 Β· ⭐ 580 Β· πŸ’€) - Code to compute permutation and drop-column.. MIT
  • Quantus (πŸ₯‰22 Β· ⭐ 460) - Quantus is an eXplainable AI toolkit for responsible evaluation of.. ❗️GPL-3.0
  • deeplift (πŸ₯‰21 Β· ⭐ 780 Β· πŸ’€) - Public facing deeplift repo. MIT
  • TreeInterpreter (πŸ₯‰21 Β· ⭐ 740 Β· πŸ’€) - Package for interpreting scikit-learns decision tree.. BSD-3
  • tcav (πŸ₯‰19 Β· ⭐ 610 Β· πŸ’€) - Code for the TCAV ML interpretability project. Apache-2
  • sklearn-evaluation (πŸ₯‰19 Β· ⭐ 430 Β· πŸ’€) - Machine learning model evaluation made easy: plots,.. MIT
  • XAI (πŸ₯‰17 Β· ⭐ 1K Β· πŸ’€) - XAI - An eXplainability toolbox for machine learning. MIT
  • Anchor (πŸ₯‰16 Β· ⭐ 780 Β· πŸ’€) - Code for High-Precision Model-Agnostic Explanations paper. BSD-2
  • Skater (πŸ₯‰14 Β· ⭐ 1.1K) - Python Library for Model Interpretation/Explanations. ❗️UPL-1.0
  • bias-detector (πŸ₯‰13 Β· ⭐ 42) - Bias Detector is a python package for detecting bias in machine.. MIT
  • Attribution Priors (πŸ₯‰12 Β· ⭐ 120 Β· πŸ’€) - Tools for training explainable models using.. MIT
  • contextual-ai (πŸ₯‰12 Β· ⭐ 85 Β· πŸ’€) - Contextual AI adds explainability to different stages of.. Apache-2

Vector Similarity Search (ANN)

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Libraries for Approximate Nearest Neighbor Search and Vector Indexing/Similarity Search.

πŸ”—Β ANN Benchmarks ( ⭐ 4.4K) - Benchmarks of approximate nearest neighbor libraries in Python.

Milvus (πŸ₯‡41 Β· ⭐ 26K) - A cloud-native vector database, storage for next generation AI.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 260 Β· πŸ”€ 2.7K Β· πŸ“₯ 72K Β· πŸ“‹ 10K - 6% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/milvus-io/milvus
    
  • PyPi (πŸ“₯ 520K / month Β· πŸ“¦ 82 Β· ⏱️ 24.01.2024):

    ip install pymilvus
    
  • Docker Hub (πŸ“₯ 11M Β· ⭐ 39 Β· ⏱️ 13.02.2024):

    ocker pull milvusdb/milvus
    
Faiss (πŸ₯‡39 Β· ⭐ 27K) - A library for efficient similarity search and clustering of dense vectors. MIT
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 3.3K Β· πŸ“¦ 3.4K Β· πŸ“‹ 2.3K - 18% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/facebookresearch/faiss
    
  • PyPi (πŸ“₯ 520K / month Β· πŸ“¦ 82 Β· ⏱️ 24.01.2024):

    ip install pymilvus
    
  • Conda (πŸ“₯ 1M Β· ⏱️ 16.06.2023):

    onda install -c conda-forge faiss
    
Annoy (πŸ₯ˆ34 Β· ⭐ 12K) - Approximate Nearest Neighbors in C++/Python optimized for memory usage.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 88 Β· πŸ”€ 1.1K Β· πŸ“¦ 3.5K Β· πŸ“‹ 400 - 13% open Β· ⏱️ 20.08.2023):

    it clone https://github.com/spotify/annoy
    
  • PyPi (πŸ“₯ 800K / month Β· πŸ“¦ 280 Β· ⏱️ 14.06.2023):

    ip install annoy
    
  • Conda (πŸ“₯ 380K Β· ⏱️ 25.09.2023):

    onda install -c conda-forge python-annoy
    
hnswlib (πŸ₯ˆ33 Β· ⭐ 3.8K) - Header-only C++/python library for fast approximate nearest neighbors. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 600 Β· πŸ“¦ 6K Β· πŸ“‹ 340 - 55% open Β· ⏱️ 03.12.2023):

    it clone https://github.com/nmslib/hnswlib
    
  • PyPi (πŸ“₯ 680K / month Β· πŸ“¦ 66 Β· ⏱️ 03.12.2023):

    ip install hnswlib
    
  • Conda (πŸ“₯ 130K Β· ⏱️ 27.09.2023):

    onda install -c conda-forge hnswlib
    
PyNNDescent (πŸ₯‰29 Β· ⭐ 820) - A Python nearest neighbor descent for approximate nearest neighbors. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 100 Β· πŸ“¦ 5.4K Β· πŸ“‹ 130 - 53% open Β· ⏱️ 10.01.2024):

    it clone https://github.com/lmcinnes/pynndescent
    
  • PyPi (πŸ“₯ 1.2M / month Β· πŸ“¦ 72 Β· ⏱️ 20.11.2023):

    ip install pynndescent
    
  • Conda (πŸ“₯ 1.7M Β· ⏱️ 20.11.2023):

    onda install -c conda-forge pynndescent
    
USearch (πŸ₯‰27 Β· ⭐ 1.4K) - Fast Open-Source Search & Clustering engine for Vectors & Strings in.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 67 Β· πŸ“₯ 970 Β· πŸ“¦ 49 Β· πŸ“‹ 80 - 35% open Β· ⏱️ 24.01.2024):

    it clone https://github.com/unum-cloud/usearch
    
  • PyPi (πŸ“₯ 40K / month Β· πŸ“¦ 3 Β· ⏱️ 09.01.2024):

    ip install usearch
    
  • npm (πŸ“₯ 9.6K / month Β· πŸ“¦ 8 Β· ⏱️ 24.01.2024):

    pm install usearch
    
  • Docker Hub (πŸ“₯ 71 Β· ⭐ 1 Β· ⏱️ 24.01.2024):

    ocker pull unum/usearch
    
NGT (πŸ₯‰21 Β· ⭐ 1.2K) - Nearest Neighbor Search with Neighborhood Graph and Tree for High-.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 110 Β· πŸ“‹ 130 - 12% open Β· ⏱️ 06.12.2023):

    it clone https://github.com/yahoojapan/NGT
    
  • PyPi (πŸ“₯ 5.3K / month Β· πŸ“¦ 8 Β· ⏱️ 06.12.2023):

    ip install ngt
    
N2 (πŸ₯‰19 Β· ⭐ 560 Β· πŸ’€) - TOROS N2 - lightweight approximate Nearest Neighbor library which runs.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 75 Β· πŸ“¦ 31 Β· πŸ“‹ 35 - 37% open Β· ⏱️ 27.06.2023):

    it clone https://github.com/kakao/n2
    
  • PyPi (πŸ“₯ 300 / month Β· πŸ“¦ 4 Β· ⏱️ 16.10.2020):

    ip install n2
    
Show 4 hidden projects...
  • NMSLIB (πŸ₯ˆ30 Β· ⭐ 3.2K Β· πŸ’€) - Non-Metric Space Library (NMSLIB): An efficient similarity search.. Apache-2
  • Magnitude (πŸ₯‰22 Β· ⭐ 1.6K Β· πŸ’€) - A fast, efficient universal vector embedding utility package. MIT
  • NearPy (πŸ₯‰20 Β· ⭐ 750 Β· πŸ’€) - Python framework for fast (approximated) nearest neighbour search in.. MIT
  • PySparNN (πŸ₯‰11 Β· ⭐ 910 Β· πŸ’€) - Approximate Nearest Neighbor Search for Sparse Data in Python!. BSD-3

Probabilistics & Statistics

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Libraries providing capabilities for probabilistic programming/reasoning, bayesian inference, gaussian processes, or statistics.

PyMC3 (πŸ₯‡40 Β· ⭐ 8K) - Bayesian Modeling and Probabilistic Programming in Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 480 Β· πŸ”€ 1.9K Β· πŸ“₯ 1.9K Β· πŸ“¦ 2.7K Β· πŸ“‹ 3.2K - 8% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/pymc-devs/pymc
    
  • PyPi (πŸ“₯ 720K / month Β· πŸ“¦ 250 Β· ⏱️ 15.03.2022):

    ip install pymc3
    
  • Conda (πŸ“₯ 550K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge pymc3
    
tensorflow-probability (πŸ₯‡36 Β· ⭐ 4K) - Probabilistic reasoning and statistical analysis in.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 490 Β· πŸ”€ 1.1K Β· πŸ“‹ 1.4K - 46% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/tensorflow/probability
    
  • PyPi (πŸ“₯ 2.9M / month Β· πŸ“¦ 460 Β· ⏱️ 20.11.2023):

    ip install tensorflow-probability
    
  • Conda (πŸ“₯ 120K Β· ⏱️ 09.01.2024):

    onda install -c conda-forge tensorflow-probability
    
Pyro (πŸ₯‡33 Β· ⭐ 8.3K) - Deep universal probabilistic programming with Python and PyTorch. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 970 Β· πŸ“‹ 1.1K - 22% open Β· ⏱️ 10.02.2024):

    it clone https://github.com/pyro-ppl/pyro
    
  • PyPi (πŸ“₯ 280K / month Β· πŸ“¦ 120 Β· ⏱️ 29.07.2023):

    ip install pyro-ppl
    
  • Conda (πŸ“₯ 140K Β· ⏱️ 29.07.2023):

    onda install -c conda-forge pyro-ppl
    
patsy (πŸ₯‡33 Β· ⭐ 920) - Describing statistical models in Python using symbolic formulas. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 110 Β· πŸ“¦ 89K Β· πŸ“‹ 150 - 47% open Β· ⏱️ 04.01.2024):

    it clone https://github.com/pydata/patsy
    
  • PyPi (πŸ“₯ 13M / month Β· πŸ“¦ 2.8K Β· ⏱️ 04.01.2024):

    ip install patsy
    
  • Conda (πŸ“₯ 9.6M Β· ⏱️ 05.01.2024):

    onda install -c conda-forge patsy
    
pgmpy (πŸ₯ˆ31 Β· ⭐ 2.6K) - Python Library for learning (Structure and Parameter), inference.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 690 Β· πŸ“₯ 310 Β· πŸ“¦ 860 Β· πŸ“‹ 880 - 29% open Β· ⏱️ 30.01.2024):

    it clone https://github.com/pgmpy/pgmpy
    
  • PyPi (πŸ“₯ 46K / month Β· πŸ“¦ 33 Β· ⏱️ 16.10.2023):

    ip install pgmpy
    
emcee (πŸ₯ˆ31 Β· ⭐ 1.4K) - The Python ensemble sampling toolkit for affine-invariant MCMC. MIT
  • GitHub (πŸ‘¨β€πŸ’» 73 Β· πŸ”€ 430 Β· πŸ“¦ 2.3K Β· πŸ“‹ 280 - 17% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/dfm/emcee
    
  • PyPi (πŸ“₯ 130K / month Β· πŸ“¦ 370 Β· ⏱️ 02.02.2023):

    ip install emcee
    
  • Conda (πŸ“₯ 320K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge emcee
    
GPyTorch (πŸ₯ˆ30 Β· ⭐ 3.4K) - A highly efficient implementation of Gaussian Processes in PyTorch. MIT
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 530 Β· πŸ“¦ 1.9K Β· πŸ“‹ 1.3K - 26% open Β· ⏱️ 04.02.2024):

    it clone https://github.com/cornellius-gp/gpytorch
    
  • PyPi (πŸ“₯ 170K / month Β· πŸ“¦ 93 Β· ⏱️ 02.06.2023):

    ip install gpytorch
    
  • Conda (πŸ“₯ 140K Β· ⏱️ 11.08.2023):

    onda install -c conda-forge gpytorch
    
pomegranate (πŸ₯ˆ30 Β· ⭐ 3.2K) - Fast, flexible and easy to use probabilistic modelling in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 570 Β· πŸ“¦ 1.1K Β· πŸ“‹ 740 - 4% open Β· ⏱️ 13.11.2023):

    it clone https://github.com/jmschrei/pomegranate
    
  • PyPi (πŸ“₯ 38K / month Β· πŸ“¦ 59 Β· ⏱️ 17.09.2023):

    ip install pomegranate
    
  • Conda (πŸ“₯ 140K Β· ⏱️ 10.12.2023):

    onda install -c conda-forge pomegranate
    
hmmlearn (πŸ₯ˆ30 Β· ⭐ 2.9K) - Hidden Markov Models in Python, with scikit-learn like API. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 730 Β· πŸ“¦ 2.3K Β· πŸ“‹ 430 - 13% open Β· ⏱️ 20.01.2024):

    it clone https://github.com/hmmlearn/hmmlearn
    
  • PyPi (πŸ“₯ 200K / month Β· πŸ“¦ 150 Β· ⏱️ 18.04.2023):

    ip install hmmlearn
    
  • Conda (πŸ“₯ 210K Β· ⏱️ 07.10.2023):

    onda install -c conda-forge hmmlearn
    
GPflow (πŸ₯ˆ30 Β· ⭐ 1.8K) - Gaussian processes in TensorFlow. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 84 Β· πŸ”€ 440 Β· πŸ“¦ 620 Β· πŸ“‹ 830 - 17% open Β· ⏱️ 07.02.2024):

    it clone https://github.com/GPflow/GPflow
    
  • PyPi (πŸ“₯ 46K / month Β· πŸ“¦ 37 Β· ⏱️ 07.02.2024):

    ip install gpflow
    
  • Conda (πŸ“₯ 25K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge gpflow
    
PyStan (πŸ₯‰29 Β· ⭐ 300) - PyStan, a Python interface to Stan, a platform for statistical modeling... ISC
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 56 Β· πŸ“¦ 9.6K Β· πŸ“‹ 200 - 6% open Β· ⏱️ 07.02.2024):

    it clone https://github.com/stan-dev/pystan
    
  • PyPi (πŸ“₯ 1.7M / month Β· πŸ“¦ 260 Β· ⏱️ 07.02.2024):

    ip install pystan
    
  • Conda (πŸ“₯ 2.8M Β· ⏱️ 16.06.2023):

    onda install -c conda-forge pystan
    
SALib (πŸ₯‰28 Β· ⭐ 790) - Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 230 Β· πŸ“¦ 1K Β· πŸ“‹ 310 - 14% open Β· ⏱️ 22.01.2024):

    it clone https://github.com/SALib/SALib
    
  • PyPi (πŸ“₯ 140K / month Β· πŸ“¦ 89 Β· ⏱️ 08.01.2023):

    ip install salib
    
  • Conda (πŸ“₯ 140K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge salib
    
Orbit (πŸ₯‰26 Β· ⭐ 1.8K) - A Python package for Bayesian forecasting with object-oriented design.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 130 Β· πŸ“¦ 45 Β· πŸ“‹ 400 - 13% open Β· ⏱️ 22.01.2024):

    it clone https://github.com/uber/orbit
    
  • PyPi (πŸ“₯ 34K / month Β· πŸ“¦ 1 Β· ⏱️ 29.01.2023):

    ip install orbit-ml
    
bambi (πŸ₯‰26 Β· ⭐ 980) - BAyesian Model-Building Interface (Bambi) in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 110 Β· πŸ“¦ 100 Β· πŸ“‹ 380 - 17% open Β· ⏱️ 04.02.2024):

    it clone https://github.com/bambinos/bambi
    
  • PyPi (πŸ“₯ 22K / month Β· πŸ“¦ 9 Β· ⏱️ 25.10.2023):

    ip install bambi
    
  • Conda (πŸ“₯ 29K Β· ⏱️ 27.10.2023):

    onda install -c conda-forge bambi
    
scikit-posthocs (πŸ₯‰24 Β· ⭐ 320) - Multiple Pairwise Comparisons (Post Hoc) Tests in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 38 Β· πŸ“₯ 39 Β· πŸ“¦ 610 Β· πŸ“‹ 53 - 11% open Β· ⏱️ 13.12.2023):

    it clone https://github.com/maximtrp/scikit-posthocs
    
  • PyPi (πŸ“₯ 96K / month Β· πŸ“¦ 29 Β· ⏱️ 19.12.2023):

    ip install scikit-posthocs
    
  • Conda (πŸ“₯ 910K Β· ⏱️ 20.12.2023):

    onda install -c conda-forge scikit-posthocs
    
Baal (πŸ₯‰22 Β· ⭐ 820) - Library to enable Bayesian active learning in your research or labeling.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 82 Β· πŸ“¦ 53 Β· πŸ“‹ 110 - 22% open Β· ⏱️ 02.12.2023):

    it clone https://github.com/baal-org/baal
    
  • PyPi (πŸ“₯ 1.1K / month Β· πŸ“¦ 1 Β· ⏱️ 02.10.2023):

    ip install baal
    
  • Conda (πŸ“₯ 7.8K Β· ⏱️ 12.06.2023):

    onda install -c conda-forge baal
    
Show 7 hidden projects...
  • filterpy (πŸ₯ˆ32 Β· ⭐ 3K Β· πŸ’€) - Python Kalman filtering and optimal estimation library. Implements.. MIT
  • pandas-ta (πŸ₯ˆ30 Β· ⭐ 4.5K Β· πŸ’€) - Technical Analysis Indicators - Pandas TA is an easy to use.. MIT
  • pingouin (πŸ₯ˆ30 Β· ⭐ 1.5K) - Statistical package in Python based on Pandas. ❗️GPL-3.0
  • Edward (πŸ₯‰27 Β· ⭐ 4.8K Β· πŸ’€) - A probabilistic programming language in TensorFlow. Deep.. Apache-2
  • pyhsmm (πŸ₯‰20 Β· ⭐ 540 Β· πŸ’€) - Bayesian inference in HSMMs and HMMs. MIT
  • Funsor (πŸ₯‰20 Β· ⭐ 230) - Functional tensors for probabilistic programming. Apache-2
  • ZhuSuan (πŸ₯‰15 Β· ⭐ 2.2K Β· πŸ’€) - A probabilistic programming library for Bayesian deep learning,.. MIT

Adversarial Robustness

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Libraries for testing the robustness of machine learning models against attacks with adversarial/malicious examples.

ART (πŸ₯‡34 Β· ⭐ 4.3K) - Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 1.1K Β· πŸ“¦ 480 Β· πŸ“‹ 890 - 16% open Β· ⏱️ 12.02.2024):

    it clone https://github.com/Trusted-AI/adversarial-robustness-toolbox
    
  • PyPi (πŸ“₯ 29K / month Β· πŸ“¦ 11 Β· ⏱️ 27.12.2023):

    ip install adversarial-robustness-toolbox
    
  • Conda (πŸ“₯ 36K Β· ⏱️ 27.12.2023):

    onda install -c conda-forge adversarial-robustness-toolbox
    
TextAttack (πŸ₯ˆ29 Β· ⭐ 2.7K) - TextAttack is a Python framework for adversarial attacks, data.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 61 Β· πŸ”€ 350 Β· πŸ“¦ 230 Β· πŸ“‹ 260 - 18% open Β· ⏱️ 11.11.2023):

    it clone https://github.com/QData/TextAttack
    
  • PyPi (πŸ“₯ 5.3K / month Β· πŸ“¦ 5 Β· ⏱️ 11.09.2023):

    ip install textattack
    
  • Conda (πŸ“₯ 7.1K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge textattack
    
Foolbox (πŸ₯ˆ27 Β· ⭐ 2.6K) - A Python toolbox to create adversarial examples that fool neural networks.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 420 Β· πŸ“¦ 560 Β· πŸ“‹ 370 - 7% open Β· ⏱️ 22.01.2024):

    it clone https://github.com/bethgelab/foolbox
    
  • PyPi (πŸ“₯ 1.7K / month Β· πŸ“¦ 14 Β· ⏱️ 02.04.2022):

    ip install foolbox
    
  • Conda (πŸ“₯ 13K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge foolbox
    
Show 6 hidden projects...
  • CleverHans (πŸ₯ˆ30 Β· ⭐ 6K Β· πŸ’€) - An adversarial example library for constructing attacks,.. MIT
  • advertorch (πŸ₯‰22 Β· ⭐ 1.3K Β· πŸ’€) - A Toolbox for Adversarial Robustness Research. ❗️GPL-3.0
  • robustness (πŸ₯‰19 Β· ⭐ 870 Β· πŸ’€) - A library for experimenting with, training and evaluating neural.. MIT
  • AdvBox (πŸ₯‰18 Β· ⭐ 1.4K Β· πŸ’€) - Advbox is a toolbox to generate adversarial examples that fool.. Apache-2
  • textflint (πŸ₯‰16 Β· ⭐ 630 Β· πŸ’€) - Unified Multilingual Robustness Evaluation Toolkit for.. ❗️GPL-3.0
  • Adversary (πŸ₯‰15 Β· ⭐ 390 Β· πŸ’€) - Tool to generate adversarial text examples and test machine.. MIT

GPU & Accelerator Utilities

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Libraries that require and make use of CUDA/GPU or other accelerator hardware capabilities to optimize machine learning tasks.

CuPy (πŸ₯‡38 Β· ⭐ 7.6K) - NumPy & SciPy for GPU. MIT
  • GitHub (πŸ‘¨β€πŸ’» 360 Β· πŸ”€ 740 Β· πŸ“₯ 170K Β· πŸ“¦ 1.9K Β· πŸ“‹ 2.2K - 25% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/cupy/cupy
    
  • PyPi (πŸ“₯ 21K / month Β· πŸ“¦ 210 Β· ⏱️ 07.12.2023):

    ip install cupy
    
  • Conda (πŸ“₯ 3.3M Β· ⏱️ 05.02.2024):

    onda install -c conda-forge cupy
    
  • Docker Hub (πŸ“₯ 59K Β· ⭐ 11 Β· ⏱️ 18.01.2024):

    ocker pull cupy/cupy
    
optimum (πŸ₯‡34 Β· ⭐ 2K) - Accelerate training and inference of Transformers and Diffusers with.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 97 Β· πŸ”€ 320 Β· πŸ“¦ 1.6K Β· πŸ“‹ 650 - 44% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/huggingface/optimum
    
  • PyPi (πŸ“₯ 860K / month Β· πŸ“¦ 60 Β· ⏱️ 19.01.2024):

    ip install optimum
    
  • Conda (πŸ“₯ 11K Β· ⏱️ 19.01.2024):

    onda install -c conda-forge optimum
    
cuDF (πŸ₯ˆ33 Β· ⭐ 7K) - cuDF - GPU DataFrame Library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 270 Β· πŸ”€ 800 Β· πŸ“¦ 51 Β· πŸ“‹ 5.9K - 15% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/rapidsai/cudf
    
  • PyPi (πŸ“₯ 2.6K / month Β· πŸ“¦ 11 Β· ⏱️ 01.06.2020):

    ip install cudf
    
Apex (πŸ₯ˆ30 Β· ⭐ 7.9K) - A PyTorch Extension: Tools for easy mixed precision and distributed.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 1.3K Β· πŸ“¦ 2.3K Β· πŸ“‹ 1.2K - 57% open Β· ⏱️ 08.02.2024):

    it clone https://github.com/NVIDIA/apex
    
  • Conda (πŸ“₯ 180K Β· ⏱️ 12.01.2024):

    onda install -c conda-forge nvidia-apex
    
cuML (πŸ₯ˆ30 Β· ⭐ 3.8K) - cuML - RAPIDS Machine Learning Library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 170 Β· πŸ”€ 490 Β· πŸ“‹ 2.4K - 35% open Β· ⏱️ 12.02.2024):

    it clone https://github.com/rapidsai/cuml
    
  • PyPi (πŸ“₯ 2.2K / month Β· πŸ“¦ 7 Β· ⏱️ 01.06.2020):

    ip install cuml
    
gpustat (πŸ₯ˆ30 Β· ⭐ 3.8K) - A simple command-line utility for querying and monitoring GPU status. MIT
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 270 Β· πŸ“¦ 4.7K Β· πŸ“‹ 120 - 21% open Β· ⏱️ 12.01.2024):

    it clone https://github.com/wookayin/gpustat
    
  • PyPi (πŸ“₯ 1.2M / month Β· πŸ“¦ 140 Β· ⏱️ 22.08.2023):

    ip install gpustat
    
  • Conda (πŸ“₯ 280K Β· ⏱️ 23.08.2023):

    onda install -c conda-forge gpustat
    
PyCUDA (πŸ₯ˆ30 Β· ⭐ 1.7K) - CUDA integration for Python, plus shiny features. MIT
  • GitHub (πŸ‘¨β€πŸ’» 81 Β· πŸ”€ 280 Β· πŸ“¦ 2.6K Β· πŸ“‹ 260 - 30% open Β· ⏱️ 15.01.2024):

    it clone https://github.com/inducer/pycuda
    
  • PyPi (πŸ“₯ 35K / month Β· πŸ“¦ 220 Β· ⏱️ 03.01.2024):

    ip install pycuda
    
  • Conda (πŸ“₯ 280K Β· ⏱️ 06.01.2024):

    onda install -c conda-forge pycuda
    
cuGraph (πŸ₯ˆ27 Β· ⭐ 1.5K) - cuGraph - RAPIDS Graph Analytics Library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 280 Β· πŸ“¦ 2 Β· πŸ“‹ 1.7K - 18% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/rapidsai/cugraph
    
  • PyPi (πŸ“₯ 180 / month Β· πŸ“¦ 2 Β· ⏱️ 01.06.2020):

    ip install cugraph
    
  • Conda (πŸ“₯ 18K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge libcugraph
    
ArrayFire (πŸ₯‰26 Β· ⭐ 4.3K) - ArrayFire: a general purpose GPU library. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 88 Β· πŸ”€ 510 Β· πŸ“₯ 5.4K Β· πŸ“‹ 1.6K - 18% open Β· ⏱️ 05.10.2023):

    it clone https://github.com/arrayfire/arrayfire
    
  • PyPi (πŸ“₯ 950 / month Β· πŸ“¦ 9 Β· ⏱️ 22.02.2022):

    ip install arrayfire
    
DALI (πŸ₯‰25 Β· ⭐ 4.8K) - A GPU-accelerated library containing highly optimized building blocks.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 88 Β· πŸ”€ 600 Β· πŸ“‹ 1.6K - 13% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/NVIDIA/DALI
    
Vulkan Kompute (πŸ₯‰24 Β· ⭐ 1.4K) - General purpose GPU compute framework built on Vulkan to.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 110 Β· πŸ“₯ 490 Β· πŸ“‹ 210 - 34% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/KomputeProject/kompute
    
  • PyPi (πŸ“₯ 220 / month Β· ⏱️ 20.01.2024):

    ip install kp
    
scikit-cuda (πŸ₯‰24 Β· ⭐ 960) - Python interface to GPU-powered libraries. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 170 Β· πŸ“¦ 280 Β· πŸ“‹ 220 - 23% open Β· ⏱️ 15.10.2023):

    it clone https://github.com/lebedov/scikit-cuda
    
  • PyPi (πŸ“₯ 560 / month Β· πŸ“¦ 50 Β· ⏱️ 27.05.2019):

    ip install scikit-cuda
    
Merlin (πŸ₯‰21 Β· ⭐ 650) - NVIDIA Merlin is an open source library providing end-to-end GPU-.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 100 Β· πŸ“‹ 440 - 44% open Β· ⏱️ 15.01.2024):

    it clone https://github.com/NVIDIA-Merlin/Merlin
    
  • PyPi (πŸ“₯ 4K / month Β· πŸ“¦ 1 Β· ⏱️ 29.08.2023):

    ip install merlin-core
    
cuSignal (πŸ₯‰16 Β· ⭐ 700) - GPU accelerated signal processing. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 120 Β· πŸ“‹ 160 - 16% open Β· ⏱️ 21.09.2023):

    it clone https://github.com/rapidsai/cusignal
    
Show 6 hidden projects...
  • GPUtil (πŸ₯‰24 Β· ⭐ 1K Β· πŸ’€) - A Python module for getting the GPU status from NVIDA GPUs using nvidia-.. MIT
  • py3nvml (πŸ₯‰22 Β· ⭐ 230 Β· πŸ’€) - Python 3 Bindings for NVML library. Get NVIDIA GPU status inside.. BSD-3
  • BlazingSQL (πŸ₯‰20 Β· ⭐ 1.9K Β· πŸ’€) - BlazingSQL is a lightweight, GPU accelerated, SQL engine for.. Apache-2
  • ipyexperiments (πŸ₯‰18 Β· ⭐ 180) - Automatic GPU+CPU memory profiling, re-use and memory.. Apache-2
  • nvidia-ml-py3 (πŸ₯‰18 Β· ⭐ 130 Β· πŸ’€) - Python 3 Bindings for the NVIDIA Management Library. BSD-3
  • SpeedTorch (πŸ₯‰15 Β· ⭐ 670 Β· πŸ’€) - Library for faster pinned CPU - GPU transfer in Pytorch. MIT

Tensorflow Utilities

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Libraries that extend TensorFlow with additional capabilities.

TensorFlow Datasets (πŸ₯‡38 Β· ⭐ 4.1K) - TFDS is a collection of datasets ready to use with.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 1.5K Β· πŸ“¦ 16K Β· πŸ“‹ 1.4K - 48% open Β· ⏱️ 09.02.2024):

    it clone https://github.com/tensorflow/datasets
    
  • PyPi (πŸ“₯ 3M / month Β· πŸ“¦ 220 Β· ⏱️ 18.12.2023):

    ip install tensorflow-datasets
    
  • Conda (πŸ“₯ 26K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge tensorflow-datasets
    
TF Addons (πŸ₯‡35 Β· ⭐ 1.7K) - Useful extra functionality for TensorFlow 2.x maintained by.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 610 Β· πŸ“¦ 14K Β· πŸ“‹ 980 - 8% open Β· ⏱️ 13.12.2023):

    it clone https://github.com/tensorflow/addons
    
  • PyPi (πŸ“₯ 860K / month Β· πŸ“¦ 220 Β· ⏱️ 28.11.2023):

    ip install tensorflow-addons
    
tensorflow-hub (πŸ₯ˆ34 Β· ⭐ 3.4K) - A library for transfer learning by reusing parts of.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 1.7K Β· πŸ“‹ 690 - 0% open Β· ⏱️ 06.02.2024):

    it clone https://github.com/tensorflow/hub
    
  • PyPi (πŸ“₯ 3.7M / month Β· πŸ“¦ 340 Β· ⏱️ 30.01.2024):

    ip install tensorflow-hub
    
  • Conda (πŸ“₯ 93K Β· ⏱️ 30.01.2024):

    onda install -c conda-forge tensorflow-hub
    
tensor2tensor (πŸ₯ˆ32 Β· ⭐ 15K Β· πŸ’€) - Library of deep learning models and datasets designed.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 3.4K Β· πŸ“¦ 1.5K Β· πŸ“‹ 1.3K - 46% open Β· ⏱️ 01.04.2023):

    it clone https://github.com/tensorflow/tensor2tensor
    
  • PyPi (πŸ“₯ 4.2K / month Β· πŸ“¦ 90 Β· ⏱️ 17.06.2020):

    ip install tensor2tensor
    
TF Model Optimization (πŸ₯ˆ32 Β· ⭐ 1.5K) - A toolkit to optimize ML models for deployment for.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 83 Β· πŸ”€ 330 Β· πŸ“¦ 3.5K Β· πŸ“‹ 380 - 56% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/tensorflow/model-optimization
    
  • PyPi (πŸ“₯ 750K / month Β· πŸ“¦ 30 Β· ⏱️ 08.02.2024):

    ip install tensorflow-model-optimization
    
TFX (πŸ₯ˆ31 Β· ⭐ 2.1K) - TFX is an end-to-end platform for deploying production ML pipelines. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 700 Β· πŸ“‹ 1.1K - 19% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/tensorflow/tfx
    
  • PyPi (πŸ“₯ 49K / month Β· πŸ“¦ 14 Β· ⏱️ 06.09.2023):

    ip install tfx
    
TensorFlow Transform (πŸ₯ˆ30 Β· ⭐ 980) - Input pipeline framework. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 210 Β· πŸ“¦ 1.6K Β· πŸ“‹ 220 - 20% open Β· ⏱️ 07.02.2024):

    it clone https://github.com/tensorflow/transform
    
  • PyPi (πŸ“₯ 680K / month Β· πŸ“¦ 56 Β· ⏱️ 11.08.2023):

    ip install tensorflow-transform
    
TensorFlow I/O (πŸ₯ˆ30 Β· ⭐ 680) - Dataset, streaming, and file system extensions.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 280 Β· πŸ“‹ 630 - 42% open Β· ⏱️ 06.02.2024):

    it clone https://github.com/tensorflow/io
    
  • PyPi (πŸ“₯ 3M / month Β· πŸ“¦ 36 Β· ⏱️ 06.02.2024):

    ip install tensorflow-io
    
Neural Structured Learning (πŸ₯‰25 Β· ⭐ 980) - Training neural models with structured signals. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 190 Β· πŸ“¦ 420 Β· πŸ“‹ 69 - 1% open Β· ⏱️ 20.09.2023):

    it clone https://github.com/tensorflow/neural-structured-learning
    
  • PyPi (πŸ“₯ 15K / month Β· πŸ“¦ 3 Β· ⏱️ 29.07.2022):

    ip install neural-structured-learning
    
TensorFlow Cloud (πŸ₯‰24 Β· ⭐ 360) - The TensorFlow Cloud repository provides APIs that.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 84 Β· πŸ“¦ 340 Β· πŸ“‹ 100 - 73% open Β· ⏱️ 20.10.2023):

    it clone https://github.com/tensorflow/cloud
    
  • PyPi (πŸ“₯ 36K / month Β· πŸ“¦ 7 Β· ⏱️ 17.06.2021):

    ip install tensorflow-cloud
    
TF Compression (πŸ₯‰23 Β· ⭐ 800) - Data compression in TensorFlow. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 250 Β· πŸ“‹ 100 - 9% open Β· ⏱️ 01.02.2024):

    it clone https://github.com/tensorflow/compression
    
  • PyPi (πŸ“₯ 8.2K / month Β· πŸ“¦ 2 Β· ⏱️ 02.02.2024):

    ip install tensorflow-compression
    
Show 5 hidden projects...
  • Keras-Preprocessing (πŸ₯‰29 Β· ⭐ 1K Β· πŸ’€) - Utilities for working with image data, text data, and.. MIT
  • efficientnet (πŸ₯‰27 Β· ⭐ 2K Β· πŸ’€) - Implementation of EfficientNet model. Keras and.. Apache-2
  • Saliency (πŸ₯‰21 Β· ⭐ 920 Β· πŸ’€) - Framework-agnostic implementation for state-of-the-art.. Apache-2
  • TensorNets (πŸ₯‰20 Β· ⭐ 1K Β· πŸ’€) - High level network definitions with pre-trained weights in.. MIT
  • tffm (πŸ₯‰18 Β· ⭐ 780 Β· πŸ’€) - TensorFlow implementation of an arbitrary order Factorization Machine. MIT

Jax Utilities

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Libraries that extend Jax with additional capabilities.

equinox (πŸ₯‡29 Β· ⭐ 1.7K) - Elegant easy-to-use neural networks + scientific computing in.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 110 Β· πŸ“¦ 420 Β· πŸ“‹ 320 - 30% open Β· ⏱️ 11.01.2024):

    it clone https://github.com/patrick-kidger/equinox
    
  • PyPi (πŸ“₯ 110K / month Β· πŸ“¦ 61 Β· ⏱️ 10.01.2024):

    ip install equinox
    
evojax (πŸ₯‰19 Β· ⭐ 740) - EvoJAX: Hardware-accelerated Neuroevolution. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 65 Β· πŸ“¦ 18 Β· πŸ“‹ 27 - 37% open Β· ⏱️ 29.08.2023):

    it clone https://github.com/google/evojax
    
  • PyPi (πŸ“₯ 1.1K / month Β· πŸ“¦ 2 Β· ⏱️ 29.08.2023):

    ip install evojax
    
  • Conda (πŸ“₯ 23K Β· ⏱️ 29.08.2023):

    onda install -c conda-forge evojax
    
Show 1 hidden projects...

Sklearn Utilities

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Libraries that extend scikit-learn with additional capabilities.

imbalanced-learn (πŸ₯‡36 Β· ⭐ 6.6K) - A Python Package to Tackle the Curse of Imbalanced.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 82 Β· πŸ”€ 1.3K Β· πŸ“¦ 24K Β· πŸ“‹ 580 - 6% open Β· ⏱️ 24.01.2024):

    it clone https://github.com/scikit-learn-contrib/imbalanced-learn
    
  • PyPi (πŸ“₯ 9.2M / month Β· πŸ“¦ 360 Β· ⏱️ 24.01.2024):

    ip install imbalanced-learn
    
  • Conda (πŸ“₯ 530K Β· ⏱️ 24.01.2024):

    onda install -c conda-forge imbalanced-learn
    
scikit-learn-intelex (πŸ₯‡35 Β· ⭐ 1.1K) - Intel(R) Extension for Scikit-learn is a seamless way.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 77 Β· πŸ”€ 170 Β· πŸ“¦ 9.6K Β· πŸ“‹ 250 - 29% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/intel/scikit-learn-intelex
    
  • PyPi (πŸ“₯ 180K / month Β· πŸ“¦ 24 Β· ⏱️ 23.01.2024):

    ip install scikit-learn-intelex
    
  • Conda (πŸ“₯ 240K Β· ⏱️ 25.01.2024):

    onda install -c conda-forge scikit-learn-intelex
    
MLxtend (πŸ₯ˆ34 Β· ⭐ 4.7K) - A library of extension and helper modules for Pythons data.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 840 Β· πŸ“¦ 12K Β· πŸ“‹ 480 - 29% open Β· ⏱️ 05.01.2024):

    it clone https://github.com/rasbt/mlxtend
    
  • PyPi (πŸ“₯ 640K / month Β· πŸ“¦ 190 Β· ⏱️ 05.01.2024):

    ip install mlxtend
    
  • Conda (πŸ“₯ 300K Β· ⏱️ 05.01.2024):

    onda install -c conda-forge mlxtend
    
category_encoders (πŸ₯ˆ32 Β· ⭐ 2.3K) - A library of sklearn compatible categorical variable.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 70 Β· πŸ”€ 400 Β· πŸ“¦ 1.4K Β· πŸ“‹ 280 - 15% open Β· ⏱️ 13.12.2023):

    it clone https://github.com/scikit-learn-contrib/category_encoders
    
  • PyPi (πŸ“₯ 1.4M / month Β· πŸ“¦ 180 Β· ⏱️ 29.10.2023):

    ip install category_encoders
    
  • Conda (πŸ“₯ 250K Β· ⏱️ 30.10.2023):

    onda install -c conda-forge category_encoders
    
scikit-lego (πŸ₯ˆ28 Β· ⭐ 1.1K) - Extra blocks for scikit-learn pipelines. MIT
  • GitHub (πŸ‘¨β€πŸ’» 62 Β· πŸ”€ 110 Β· πŸ“¦ 130 Β· πŸ“‹ 290 - 11% open Β· ⏱️ 29.01.2024):

    it clone https://github.com/koaning/scikit-lego
    
  • PyPi (πŸ“₯ 29K / month Β· πŸ“¦ 8 Β· ⏱️ 29.01.2024):

    ip install scikit-lego
    
  • Conda (πŸ“₯ 46K Β· ⏱️ 19.07.2023):

    onda install -c conda-forge scikit-lego
    
scikit-multilearn (πŸ₯ˆ28 Β· ⭐ 890 Β· πŸ’€) - A scikit-learn based module for multi-label et. al... BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 170 Β· πŸ“¦ 1.4K Β· πŸ“‹ 210 - 41% open Β· ⏱️ 19.04.2023):

    it clone https://github.com/scikit-multilearn/scikit-multilearn
    
  • PyPi (πŸ“₯ 61K / month Β· πŸ“¦ 25 Β· ⏱️ 10.12.2018):

    ip install scikit-multilearn
    
scikit-opt (πŸ₯‰24 Β· ⭐ 4.7K) - Genetic Algorithm, Particle Swarm Optimization, Simulated.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 940 Β· πŸ“¦ 180 Β· πŸ“‹ 170 - 35% open Β· ⏱️ 19.11.2023):

    it clone https://github.com/guofei9987/scikit-opt
    
  • PyPi (πŸ“₯ 2.5K / month Β· πŸ“¦ 8 Β· ⏱️ 14.01.2022):

    ip install scikit-opt
    
DESlib (πŸ₯‰17 Β· ⭐ 460 Β· πŸ’€) - A Python library for dynamic classifier and ensemble selection. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 79 Β· πŸ“‹ 150 - 11% open Β· ⏱️ 18.06.2023):

    it clone https://github.com/scikit-learn-contrib/DESlib
    
  • PyPi (πŸ“₯ 1.2K / month Β· πŸ“¦ 2 Β· ⏱️ 08.02.2021):

    ip install deslib
    
Show 11 hidden projects...
  • scikit-survival (πŸ₯ˆ28 Β· ⭐ 1K) - Survival analysis built on top of scikit-learn. ❗️GPL-3.0
  • fancyimpute (πŸ₯ˆ26 Β· ⭐ 1.2K Β· πŸ’€) - Multivariate imputation and matrix completion.. Apache-2
  • sklearn-crfsuite (πŸ₯ˆ26 Β· ⭐ 420 Β· πŸ’€) - scikit-learn inspired API for CRFsuite. MIT
  • sklearn-contrib-lightning (πŸ₯‰22 Β· ⭐ 1.7K Β· πŸ’€) - Large-scale linear classification, regression and.. BSD-3
  • iterative-stratification (πŸ₯‰22 Β· ⭐ 810 Β· πŸ’€) - scikit-learn cross validators for iterative.. BSD-3
  • skope-rules (πŸ₯‰22 Β· ⭐ 580 Β· πŸ’€) - machine learning with logical rules in Python. ❗️BSD-1-Clause
  • combo (πŸ₯‰21 Β· ⭐ 630 Β· πŸ’€) - (AAAI 20) A Python Toolbox for Machine Learning Model.. BSD-2 xgboost
  • scikit-tda (πŸ₯‰18 Β· ⭐ 480 Β· πŸ’€) - Topological Data Analysis for Python. MIT
  • celer (πŸ₯‰18 Β· ⭐ 190 Β· πŸ’€) - Fast solver for L1-type problems: Lasso, sparse Logisitic.. BSD-3
  • skggm (πŸ₯‰17 Β· ⭐ 230 Β· πŸ’€) - Scikit-learn compatible estimation of general graphical models. MIT
  • dabl (πŸ₯‰16 Β· ⭐ 130) - Data Analysis Baseline Library. BSD-3

Pytorch Utilities

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Libraries that extend Pytorch with additional capabilities.

accelerate (πŸ₯‡40 Β· ⭐ 6.5K) - A simple way to train and use PyTorch models with multi-.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 730 Β· πŸ“¦ 26K Β· πŸ“‹ 1.2K - 9% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/huggingface/accelerate
    
  • PyPi (πŸ“₯ 8.8M / month Β· πŸ“¦ 560 Β· ⏱️ 13.02.2024):

    ip install accelerate
    
  • Conda (πŸ“₯ 100K Β· ⏱️ 09.02.2024):

    onda install -c conda-forge accelerate
    
PML (πŸ₯‡33 Β· ⭐ 5.7K) - The easiest way to use deep metric learning in your application. Modular,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 650 Β· πŸ“¦ 1.2K Β· πŸ“‹ 480 - 10% open Β· ⏱️ 16.12.2023):

    it clone https://github.com/KevinMusgrave/pytorch-metric-learning
    
  • PyPi (πŸ“₯ 250K / month Β· πŸ“¦ 31 Β· ⏱️ 16.12.2023):

    ip install pytorch-metric-learning
    
  • Conda (πŸ“₯ 11K Β· ⏱️ 16.06.2023):

    onda install -c metric-learning pytorch-metric-learning
    
torchdiffeq (πŸ₯‡29 Β· ⭐ 5.1K) - Differentiable ODE solvers with full GPU support and.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 880 Β· πŸ“¦ 2.9K Β· πŸ“‹ 210 - 32% open Β· ⏱️ 19.10.2023):

    it clone https://github.com/rtqichen/torchdiffeq
    
  • PyPi (πŸ“₯ 750K / month Β· πŸ“¦ 47 Β· ⏱️ 22.04.2022):

    ip install torchdiffeq
    
  • Conda (πŸ“₯ 14K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge torchdiffeq
    
torchsde (πŸ₯‡29 Β· ⭐ 1.4K) - Differentiable SDE solvers with GPU support and efficient.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 170 Β· πŸ“¦ 2.4K Β· πŸ“‹ 71 - 26% open Β· ⏱️ 26.09.2023):

    it clone https://github.com/google-research/torchsde
    
  • PyPi (πŸ“₯ 1.6M / month Β· πŸ“¦ 15 Β· ⏱️ 26.09.2023):

    ip install torchsde
    
  • Conda (πŸ“₯ 19K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge torchsde
    
pytorch-optimizer (πŸ₯ˆ28 Β· ⭐ 2.9K Β· πŸ’€) - torch-optimizer -- collection of optimizers for.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 280 Β· πŸ“¦ 1.1K Β· πŸ“‹ 63 - 52% open Β· ⏱️ 20.06.2023):

    it clone https://github.com/jettify/pytorch-optimizer
    
  • PyPi (πŸ“₯ 98K / month Β· πŸ“¦ 46 Β· ⏱️ 31.10.2021):

    ip install torch_optimizer
    
  • Conda (πŸ“₯ 9.6K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge torch-optimizer
    
lightning-flash (πŸ₯ˆ27 Β· ⭐ 1.7K) - Your PyTorch AI Factory - Flash enables you to easily.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 87 Β· πŸ”€ 210 Β· πŸ“¦ 260 Β· πŸ“‹ 520 - 4% open Β· ⏱️ 08.10.2023):

    it clone https://github.com/Lightning-AI/lightning-flash
    
  • PyPi (πŸ“₯ 1.6K / month Β· πŸ“¦ 3 Β· ⏱️ 11.05.2022):

    ip install lightning-flash
    
  • Conda (πŸ“₯ 17K Β· ⏱️ 04.07.2023):

    onda install -c conda-forge lightning-flash
    
TabNet (πŸ₯ˆ26 Β· ⭐ 2.4K Β· πŸ’€) - PyTorch implementation of TabNet paper :.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 450 Β· πŸ“‹ 330 - 15% open Β· ⏱️ 23.07.2023):

    it clone https://github.com/dreamquark-ai/tabnet
    
  • PyPi (πŸ“₯ 38K / month Β· πŸ“¦ 11 Β· ⏱️ 23.07.2023):

    ip install pytorch-tabnet
    
  • Conda (πŸ“₯ 6.2K Β· ⏱️ 20.12.2023):

    onda install -c conda-forge pytorch-tabnet
    
torch-scatter (πŸ₯ˆ26 Β· ⭐ 1.4K) - PyTorch Extension Library of Optimized Scatter Operations. MIT
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 170 Β· πŸ“‹ 360 - 8% open Β· ⏱️ 01.02.2024):

    it clone https://github.com/rusty1s/pytorch_scatter
    
  • PyPi (πŸ“₯ 34K / month Β· πŸ“¦ 84 Β· ⏱️ 06.10.2023):

    ip install torch-scatter
    
  • Conda (πŸ“₯ 240K Β· ⏱️ 12.01.2024):

    onda install -c conda-forge pytorch_scatter
    
PyTorch Sparse (πŸ₯ˆ24 Β· ⭐ 920) - PyTorch Extension Library of Optimized Autograd Sparse.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 140 Β· πŸ“‹ 260 - 11% open Β· ⏱️ 02.02.2024):

    it clone https://github.com/rusty1s/pytorch_sparse
    
  • PyPi (πŸ“₯ 22K / month Β· πŸ“¦ 75 Β· ⏱️ 06.10.2023):

    ip install torch-sparse
    
  • Conda (πŸ“₯ 250K Β· ⏱️ 09.01.2024):

    onda install -c conda-forge pytorch_sparse
    
Pytorch Toolbelt (πŸ₯‰23 Β· ⭐ 1.5K) - PyTorch extensions for fast R&D prototyping and Kaggle.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 120 Β· πŸ“₯ 13 Β· πŸ“‹ 31 - 6% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/BloodAxe/pytorch-toolbelt
    
  • PyPi (πŸ“₯ 7.2K / month Β· πŸ“¦ 7 Β· ⏱️ 27.06.2022):

    ip install pytorch_toolbelt
    
reformer-pytorch (πŸ₯‰20 Β· ⭐ 2K Β· πŸ’€) - Reformer, the efficient Transformer, in Pytorch. MIT
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 250 Β· πŸ“‹ 120 - 12% open Β· ⏱️ 21.06.2023):

    it clone https://github.com/lucidrains/reformer-pytorch
    
  • PyPi (πŸ“₯ 3K / month Β· ⏱️ 06.11.2021):

    ip install reformer-pytorch
    
madgrad (πŸ₯‰16 Β· ⭐ 800 Β· πŸ’€) - MADGRAD Optimization Method. MIT
  • GitHub (πŸ‘¨β€πŸ’» 2 Β· πŸ”€ 56 Β· πŸ“¦ 72 Β· πŸ“‹ 11 - 9% open Β· ⏱️ 11.04.2023):

    it clone https://github.com/facebookresearch/madgrad
    
  • PyPi (πŸ“₯ 3.1K / month Β· πŸ“¦ 1 Β· ⏱️ 08.03.2022):

    ip install madgrad
    
Show 20 hidden projects...
  • pretrainedmodels (πŸ₯‡29 Β· ⭐ 8.9K Β· πŸ’€) - Pretrained ConvNets for pytorch: NASNet, ResNeXt,.. BSD-3
  • pytorch-summary (πŸ₯ˆ28 Β· ⭐ 3.9K Β· πŸ’€) - Model summary in PyTorch similar to model.summary().. MIT
  • EfficientNet-PyTorch (πŸ₯ˆ27 Β· ⭐ 7.7K Β· πŸ’€) - A PyTorch implementation of EfficientNet and.. Apache-2
  • Higher (πŸ₯ˆ24 Β· ⭐ 1.6K Β· πŸ’€) - higher is a pytorch library allowing users to obtain higher.. Apache-2
  • SRU (πŸ₯‰23 Β· ⭐ 2.1K Β· πŸ’€) - Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755). MIT
  • Torchmeta (πŸ₯‰23 Β· ⭐ 1.9K Β· πŸ’€) - A collection of extensions and data-loaders for few-shot.. MIT
  • EfficientNets (πŸ₯‰23 Β· ⭐ 1.6K Β· πŸ’€) - Pretrained EfficientNet, EfficientNet-Lite, MixNet,.. Apache-2
  • Antialiased CNNs (πŸ₯‰22 Β· ⭐ 1.6K Β· πŸ’€) - pip install antialiased-cnns to improve stability and.. ❗️CC BY-NC-SA 4.0
  • pytorchviz (πŸ₯‰20 Β· ⭐ 3K Β· πŸ’€) - A small package to create visualizations of PyTorch execution graphs. MIT
  • AdaBound (πŸ₯‰20 Β· ⭐ 2.9K Β· πŸ’€) - An optimizer that trains as fast as Adam and as good as SGD. Apache-2
  • Lambda Networks (πŸ₯‰20 Β· ⭐ 1.5K Β· πŸ’€) - Implementation of LambdaNetworks, a new approach to.. MIT
  • Performer Pytorch (πŸ₯‰19 Β· ⭐ 1K Β· πŸ’€) - An implementation of Performer, a linear attention-.. MIT
  • Poutyne (πŸ₯‰19 Β· ⭐ 560 Β· πŸ’€) - A simplified framework and utilities for PyTorch. ❗️LGPL-3.0
  • micrograd (πŸ₯‰18 Β· ⭐ 7.4K Β· πŸ’€) - A tiny scalar-valued autograd engine and a neural net library.. MIT
  • Tez (πŸ₯‰17 Β· ⭐ 1.2K Β· πŸ’€) - Tez is a super-simple and lightweight Trainer for PyTorch. It.. Apache-2
  • Torch-Struct (πŸ₯‰17 Β· ⭐ 1.1K Β· πŸ’€) - Fast, general, and tested differentiable structured.. MIT
  • Tensor Sensor (πŸ₯‰17 Β· ⭐ 750 Β· πŸ’€) - The goal of this library is to generate more helpful.. MIT
  • Pywick (πŸ₯‰15 Β· ⭐ 400 Β· πŸ’€) - High-level batteries-included neural network training library for.. MIT
  • tinygrad (πŸ₯‰15 Β· ⭐ 28 Β· πŸ“‰) - You like pytorch? You like micrograd? You love tinygrad!. MIT
  • TorchDrift (πŸ₯‰14 Β· ⭐ 300 Β· πŸ’€) - Drift Detection for your PyTorch Models. Apache-2

Database Clients

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Libraries for connecting to, operating, and querying databases.

πŸ”—Β best-of-python - DB Clients ( ⭐ 3.3K) - Collection of database clients for python.


Others

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scipy (πŸ₯‡50 Β· ⭐ 12K) - Ecosystem of open-source software for mathematics, science, and engineering. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 1.6K Β· πŸ”€ 5K Β· πŸ“₯ 390K Β· πŸ“¦ 920K Β· πŸ“‹ 10K - 17% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/scipy/scipy
    
  • PyPi (πŸ“₯ 80M / month Β· πŸ“¦ 66K Β· ⏱️ 20.01.2024):

    ip install scipy
    
  • Conda (πŸ“₯ 45M Β· ⏱️ 24.01.2024):

    onda install -c conda-forge scipy
    
SymPy (πŸ₯‡46 Β· ⭐ 12K) - A computer algebra system written in pure Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 1.3K Β· πŸ”€ 4.2K Β· πŸ“₯ 530K Β· πŸ“¦ 110K Β· πŸ“‹ 14K - 36% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/sympy/sympy
    
  • PyPi (πŸ“₯ 11M / month Β· πŸ“¦ 4.9K Β· ⏱️ 10.05.2023):

    ip install sympy
    
  • Conda (πŸ“₯ 5M Β· ⏱️ 16.06.2023):

    onda install -c conda-forge sympy
    
Streamlit (πŸ₯‡44 Β· ⭐ 30K Β· πŸ“ˆ) - Streamlit A faster way to build and share data apps. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 2.7K Β· πŸ“¦ 310K Β· πŸ“‹ 3.9K - 18% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/streamlit/streamlit
    
  • PyPi (πŸ“₯ 3.5M / month Β· πŸ“¦ 1.4K Β· ⏱️ 12.02.2024):

    ip install streamlit
    
Gradio (πŸ₯‡43 Β· ⭐ 26K) - Wrap UIs around any model, share with anyone. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 260 Β· πŸ”€ 1.9K Β· πŸ“¦ 23K Β· πŸ“‹ 3.7K - 11% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/gradio-app/gradio
    
  • PyPi (πŸ“₯ 6.6M / month Β· πŸ“¦ 290 Β· ⏱️ 14.02.2024):

    ip install gradio
    
DeepChem (πŸ₯‡36 Β· ⭐ 4.9K) - Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 1.6K Β· πŸ“¦ 320 Β· πŸ“‹ 1.8K - 31% open Β· ⏱️ 12.02.2024):

    it clone https://github.com/deepchem/deepchem
    
  • PyPi (πŸ“₯ 20K / month Β· πŸ“¦ 12 Β· ⏱️ 12.02.2024):

    ip install deepchem
    
  • Conda (πŸ“₯ 110K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge deepchem
    
carla (πŸ₯‡35 Β· ⭐ 10K) - Open-source simulator for autonomous driving research. MIT
  • GitHub (πŸ‘¨β€πŸ’» 170 Β· πŸ”€ 3.2K Β· πŸ“¦ 640 Β· πŸ“‹ 4.9K - 21% open Β· ⏱️ 02.02.2024):

    it clone https://github.com/carla-simulator/carla
    
  • PyPi (πŸ“₯ 17K / month Β· πŸ“¦ 7 Β· ⏱️ 14.11.2023):

    ip install carla
    
Datasette (πŸ₯‡35 Β· ⭐ 8.7K) - An open source multi-tool for exploring and publishing data. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 76 Β· πŸ”€ 640 Β· πŸ“₯ 59 Β· πŸ“¦ 1.2K Β· πŸ“‹ 1.7K - 31% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/simonw/datasette
    
  • PyPi (πŸ“₯ 41K / month Β· πŸ“¦ 220 Β· ⏱️ 07.02.2024):

    ip install datasette
    
  • Conda (πŸ“₯ 30K Β· ⏱️ 03.01.2024):

    onda install -c conda-forge datasette
    
PyOD (πŸ₯‡35 Β· ⭐ 7.8K) - A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly.. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 50 Β· πŸ”€ 1.3K Β· πŸ“¦ 3.3K Β· πŸ“‹ 340 - 57% open Β· ⏱️ 09.02.2024):

    it clone https://github.com/yzhao062/pyod
    
  • PyPi (πŸ“₯ 650K / month Β· πŸ“¦ 65 Β· ⏱️ 09.02.2024):

    ip install pyod
    
  • Conda (πŸ“₯ 90K Β· ⏱️ 09.02.2024):

    onda install -c conda-forge pyod
    
Autograd (πŸ₯ˆ34 Β· ⭐ 6.7K) - Efficiently computes derivatives of numpy code. MIT
  • GitHub (πŸ‘¨β€πŸ’» 56 Β· πŸ”€ 870 Β· πŸ“¦ 7.3K Β· πŸ“‹ 410 - 42% open Β· ⏱️ 16.11.2023):

    it clone https://github.com/HIPS/autograd
    
  • PyPi (πŸ“₯ 1.5M / month Β· πŸ“¦ 320 Β· ⏱️ 23.06.2023):

    ip install autograd
    
  • Conda (πŸ“₯ 390K Β· ⏱️ 26.06.2023):

    onda install -c conda-forge autograd
    
agate (πŸ₯ˆ34 Β· ⭐ 1.2K Β· πŸ“ˆ) - A Python data analysis library that is optimized for humans instead of.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 150 Β· πŸ“¦ 2.8K Β· πŸ“‹ 650 - 1% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/wireservice/agate
    
  • PyPi (πŸ“₯ 4.8M / month Β· πŸ“¦ 150 Β· ⏱️ 21.12.2023):

    ip install agate
    
  • Conda (πŸ“₯ 160K Β· ⏱️ 21.12.2023):

    onda install -c conda-forge agate
    
PennyLane (πŸ₯ˆ33 Β· ⭐ 2K) - PennyLane is a cross-platform Python library for differentiable.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 520 Β· πŸ“₯ 70 Β· πŸ“¦ 750 Β· πŸ“‹ 1.2K - 22% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/PennyLaneAI/PennyLane
    
  • PyPi (πŸ“₯ 45K / month Β· πŸ“¦ 69 Β· ⏱️ 08.01.2024):

    ip install pennylane
    
  • Conda (πŸ“₯ 34K Β· ⏱️ 16.01.2024):

    onda install -c conda-forge pennylane
    
Pythran (πŸ₯ˆ33 Β· ⭐ 1.9K) - Ahead of Time compiler for numeric kernels. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 190 Β· πŸ“¦ 1.8K Β· πŸ“‹ 840 - 14% open Β· ⏱️ 11.02.2024):

    it clone https://github.com/serge-sans-paille/pythran
    
  • PyPi (πŸ“₯ 170K / month Β· πŸ“¦ 22 Β· ⏱️ 07.01.2024):

    ip install pythran
    
  • Conda (πŸ“₯ 450K Β· ⏱️ 08.01.2024):

    onda install -c conda-forge pythran
    
PaddleHub (πŸ₯ˆ32 Β· ⭐ 12K Β· πŸ’€) - Awesome pre-trained models toolkit based on PaddlePaddle... Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 69 Β· πŸ”€ 2.1K Β· πŸ“₯ 660 Β· πŸ“¦ 1.5K Β· πŸ“‹ 1.3K - 44% open Β· ⏱️ 28.03.2023):

    it clone https://github.com/PaddlePaddle/PaddleHub
    
  • PyPi (πŸ“₯ 4.3K / month Β· πŸ“¦ 6 Β· ⏱️ 20.09.2023):

    ip install paddlehub
    
River (πŸ₯ˆ32 Β· ⭐ 4.6K) - Online machine learning in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 550 Β· πŸ“¦ 430 Β· πŸ“‹ 560 - 18% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/online-ml/river
    
  • PyPi (πŸ“₯ 21K / month Β· πŸ“¦ 31 Β· ⏱️ 05.12.2023):

    ip install river
    
  • Conda (πŸ“₯ 53K Β· ⏱️ 06.10.2023):

    onda install -c conda-forge river
    
pyjanitor (πŸ₯ˆ31 Β· ⭐ 1.3K) - Clean APIs for data cleaning. Python implementation of R package.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 160 Β· πŸ“¦ 540 Β· πŸ“‹ 550 - 19% open Β· ⏱️ 14.02.2024):

    it clone https://github.com/pyjanitor-devs/pyjanitor
    
  • PyPi (πŸ“₯ 200K / month Β· πŸ“¦ 20 Β· ⏱️ 18.09.2023):

    ip install pyjanitor
    
  • Conda (πŸ“₯ 190K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge pyjanitor
    
hdbscan (πŸ₯ˆ30 Β· ⭐ 2.6K) - A high performance implementation of HDBSCAN clustering. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 86 Β· πŸ”€ 480 Β· πŸ“¦ 3.1K Β· πŸ“‹ 500 - 67% open Β· ⏱️ 20.11.2023):

    it clone https://github.com/scikit-learn-contrib/hdbscan
    
  • PyPi (πŸ“₯ 610K / month Β· πŸ“¦ 230 Β· ⏱️ 20.11.2023):

    ip install hdbscan
    
  • Conda (πŸ“₯ 1.8M Β· ⏱️ 06.10.2023):

    onda install -c conda-forge hdbscan
    
pyopencl (πŸ₯ˆ30 Β· ⭐ 1K) - OpenCL integration for Python, plus shiny features. MIT
  • GitHub (πŸ‘¨β€πŸ’» 95 Β· πŸ”€ 240 Β· πŸ“¦ 1.8K Β· πŸ“‹ 330 - 21% open Β· ⏱️ 23.01.2024):

    it clone https://github.com/inducer/pyopencl
    
  • PyPi (πŸ“₯ 55K / month Β· πŸ“¦ 210 Β· ⏱️ 23.01.2024):

    ip install pyopencl
    
  • Conda (πŸ“₯ 980K Β· ⏱️ 24.01.2024):

    onda install -c conda-forge pyopencl
    
datalad (πŸ₯ˆ30 Β· ⭐ 480) - Keep code, data, containers under control with git and git-annex. MIT
  • GitHub (πŸ‘¨β€πŸ’» 55 Β· πŸ”€ 110 Β· πŸ“‹ 3.9K - 13% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/datalad/datalad
    
  • PyPi (πŸ“₯ 20K / month Β· πŸ“¦ 65 Β· ⏱️ 02.02.2024):

    ip install datalad
    
  • Conda (πŸ“₯ 420K Β· ⏱️ 03.02.2024):

    onda install -c conda-forge datalad
    
pandas-ai (πŸ₯ˆ29 Β· ⭐ 9.7K) - Chat with your data (SQL, CSV, pandas, polars, noSQL, etc). PandasAI.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 64 Β· πŸ”€ 850 Β· πŸ“¦ 2.6K Β· πŸ“‹ 470 - 41% open Β· ⏱️ 08.02.2024):

    it clone https://github.com/gventuri/pandas-ai
    
  • PyPi:

    ip install pandas-ai
    
causalml (πŸ₯ˆ29 Β· ⭐ 4.6K) - Uplift modeling and causal inference with machine learning.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 760 Β· πŸ“¦ 180 Β· πŸ“‹ 370 - 15% open Β· ⏱️ 13.02.2024):

    it clone https://github.com/uber/causalml
    
  • PyPi (πŸ“₯ 78K / month Β· πŸ“¦ 1 Β· ⏱️ 28.08.2023):

    ip install causalml
    
avalanche (πŸ₯ˆ29 Β· ⭐ 1.6K) - Avalanche: an End-to-End Library for Continual Learning based on.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 77 Β· πŸ”€ 260 Β· πŸ“₯ 4 Β· πŸ“¦ 67 Β· πŸ“‹ 780 - 10% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/ContinualAI/avalanche
    
  • PyPi (πŸ“₯ 1.1K / month Β· πŸ“¦ 1 Β· ⏱️ 28.07.2023):

    ip install avalanche-lib
    
tensorly (πŸ₯ˆ29 Β· ⭐ 1.5K) - TensorLy: Tensor Learning in Python. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 66 Β· πŸ”€ 270 Β· πŸ“¦ 570 Β· πŸ“‹ 250 - 23% open Β· ⏱️ 08.01.2024):

    it clone https://github.com/tensorly/tensorly
    
  • PyPi (πŸ“₯ 13K / month Β· πŸ“¦ 54 Β· ⏱️ 08.03.2023):

    ip install tensorly
    
  • Conda (πŸ“₯ 360K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge tensorly
    
kmodes (πŸ₯ˆ29 Β· ⭐ 1.2K) - Python implementations of the k-modes and k-prototypes clustering.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 420 Β· πŸ“¦ 2.4K Β· πŸ“‹ 160 - 10% open Β· ⏱️ 17.01.2024):

    it clone https://github.com/nicodv/kmodes
    
  • PyPi (πŸ“₯ 230K / month Β· πŸ“¦ 33 Β· ⏱️ 06.09.2022):

    ip install kmodes
    
  • Conda (πŸ“₯ 40K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge kmodes
    
anomalib (πŸ₯ˆ28 Β· ⭐ 2.9K) - An anomaly detection library comprising state-of-the-art algorithms.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 69 Β· πŸ”€ 520 Β· πŸ“₯ 6.4K Β· πŸ“¦ 52 Β· πŸ“‹ 700 - 13% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/openvinotoolkit/anomalib
    
  • PyPi (πŸ“₯ 20K / month Β· πŸ“¦ 1 Β· ⏱️ 09.01.2024):

    ip install anomalib
    
PySwarms (πŸ₯ˆ28 Β· ⭐ 1.2K Β· πŸ’€) - A research toolkit for particle swarm optimization in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 330 Β· πŸ“¦ 340 Β· πŸ“‹ 220 - 10% open Β· ⏱️ 06.06.2023):

    it clone https://github.com/ljvmiranda921/pyswarms
    
  • PyPi (πŸ“₯ 31K / month Β· πŸ“¦ 14 Β· ⏱️ 03.01.2021):

    ip install pyswarms
    
Prince (πŸ₯ˆ28 Β· ⭐ 1.2K) - Multivariate exploratory data analysis in Python PCA, CA, MCA, MFA,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 180 Β· πŸ“¦ 490 Β· πŸ“‹ 130 - 3% open Β· ⏱️ 21.12.2023):

    it clone https://github.com/MaxHalford/prince
    
  • PyPi (πŸ“₯ 110K / month Β· πŸ“¦ 10 Β· ⏱️ 11.10.2023):

    ip install prince
    
  • Conda (πŸ“₯ 18K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge prince-factor-analysis
    
pyclustering (πŸ₯ˆ28 Β· ⭐ 1.1K) - pyclustering is a Python, C++ data mining library. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 250 Β· πŸ“₯ 480 Β· πŸ“¦ 620 Β· πŸ“‹ 660 - 10% open Β· ⏱️ 08.02.2024):

    it clone https://github.com/annoviko/pyclustering
    
  • PyPi (πŸ“₯ 88K / month Β· πŸ“¦ 34 Β· ⏱️ 25.11.2020):

    ip install pyclustering
    
  • Conda (πŸ“₯ 60K Β· ⏱️ 16.11.2023):

    onda install -c conda-forge pyclustering
    
pysc2 (πŸ₯‰27 Β· ⭐ 7.9K Β· πŸ’€) - StarCraft II Learning Environment. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 1.2K Β· πŸ“₯ 31K Β· πŸ“¦ 690 Β· πŸ“‹ 280 - 17% open Β· ⏱️ 19.04.2023):

    it clone https://github.com/deepmind/pysc2
    
  • PyPi (πŸ“₯ 1K / month Β· πŸ“¦ 26 Β· ⏱️ 13.07.2022):

    ip install pysc2
    
TabPy (πŸ₯‰27 Β· ⭐ 1.5K) - Execute Python code on the fly and display results in Tableau visualizations:. MIT
  • GitHub (πŸ‘¨β€πŸ’» 50 Β· πŸ”€ 570 Β· πŸ“¦ 150 Β· πŸ“‹ 310 - 4% open Β· ⏱️ 04.01.2024):

    it clone https://github.com/tableau/TabPy
    
  • PyPi (πŸ“₯ 10K / month Β· πŸ“¦ 2 Β· ⏱️ 30.01.2023):

    ip install tabpy
    
  • Conda (πŸ“₯ 4.5K Β· ⏱️ 16.06.2023):

    onda install -c anaconda tabpy-client
    
metric-learn (πŸ₯‰27 Β· ⭐ 1.4K) - Metric learning algorithms in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 260 Β· πŸ“¦ 350 Β· πŸ“‹ 170 - 31% open Β· ⏱️ 29.09.2023):

    it clone https://github.com/scikit-learn-contrib/metric-learn
    
  • PyPi (πŸ“₯ 15K / month Β· πŸ“¦ 13 Β· ⏱️ 09.10.2023):

    ip install metric-learn
    
  • Conda (πŸ“₯ 11K Β· ⏱️ 09.10.2023):

    onda install -c conda-forge metric-learn
    
adapter-transformers (πŸ₯‰26 Β· ⭐ 2.3K) - A Unified Library for Parameter-Efficient and Modular.. Apache-2 huggingface
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 310 Β· πŸ“¦ 20 Β· πŸ“‹ 360 - 12% open Β· ⏱️ 31.01.2024):

    it clone https://github.com/Adapter-Hub/adapter-transformers
    
  • PyPi (πŸ“₯ 19K / month Β· πŸ“¦ 7 Β· ⏱️ 16.12.2023):

    ip install adapter-transformers
    
modAL (πŸ₯‰26 Β· ⭐ 2.1K Β· πŸ’€) - A modular active learning framework for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 360 Β· πŸ“₯ 29 Β· πŸ“‹ 150 - 63% open Β· ⏱️ 01.06.2023):

    it clone https://github.com/modAL-python/modAL
    
  • PyPi (πŸ“₯ 310K / month Β· πŸ“¦ 11 Β· ⏱️ 15.02.2024):

    ip install modAL
    
pycm (πŸ₯‰26 Β· ⭐ 1.4K Β· πŸ’€) - Multi-class confusion matrix library in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 120 Β· πŸ“¦ 280 Β· πŸ“‹ 200 - 5% open Β· ⏱️ 07.06.2023):

    it clone https://github.com/sepandhaghighi/pycm
    
  • PyPi (πŸ“₯ 46K / month Β· πŸ“¦ 18 Β· ⏱️ 07.06.2023):

    ip install pycm
    
Trax (πŸ₯‰25 Β· ⭐ 7.9K) - Trax Deep Learning with Clear Code and Speed. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 79 Β· πŸ”€ 810 Β· πŸ“¦ 140 Β· πŸ“‹ 240 - 47% open Β· ⏱️ 01.02.2024):

    it clone https://github.com/google/trax
    
  • PyPi (πŸ“₯ 2.9K / month Β· πŸ“¦ 1 Β· ⏱️ 26.10.2021):

    ip install trax
    
AugLy (πŸ₯‰25 Β· ⭐ 4.9K) - A data augmentations library for audio, image, text, and video. MIT
  • GitHub (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 290 Β· πŸ“¦ 99 Β· πŸ“‹ 76 - 28% open Β· ⏱️ 27.01.2024):

    it clone https://github.com/facebookresearch/AugLy
    
  • PyPi (πŸ“₯ 1.7K / month Β· πŸ“¦ 4 Β· ⏱️ 05.12.2023):

    ip install augly
    
Mars (πŸ₯‰25 Β· ⭐ 2.7K) - Mars is a tensor-based unified framework for large-scale data.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 320 Β· πŸ“‹ 1.2K - 17% open Β· ⏱️ 02.11.2023):

    it clone https://github.com/mars-project/mars
    
  • PyPi (πŸ“₯ 14K / month Β· πŸ“¦ 1 Β· ⏱️ 12.06.2022):

    ip install pymars
    
gplearn (πŸ₯‰25 Β· ⭐ 1.5K) - Genetic Programming in Python, with a scikit-learn inspired API. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 270 Β· πŸ“¦ 500 Β· πŸ“‹ 210 - 10% open Β· ⏱️ 12.08.2023):

    it clone https://github.com/trevorstephens/gplearn
    
  • PyPi (πŸ“₯ 5.5K / month Β· πŸ“¦ 16 Β· ⏱️ 03.05.2022):

    ip install gplearn
    
  • Conda (πŸ“₯ 6.5K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge gplearn
    
dstack (πŸ₯‰25 Β· ⭐ 940) - dstack is an open-source toolkit for running GPU workloads on any.. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 64 Β· πŸ“¦ 14 Β· πŸ“‹ 480 - 5% open Β· ⏱️ 15.02.2024):

    it clone https://github.com/dstackai/dstack
    
  • PyPi (πŸ“₯ 1.9K / month Β· ⏱️ 14.02.2024):

    ip install dstack
    
MONAILabel (πŸ₯‰24 Β· ⭐ 500) - MONAI Label is an intelligent open source image labeling and.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 57 Β· πŸ”€ 170 Β· πŸ“₯ 72K Β· πŸ“‹ 480 - 20% open Β· ⏱️ 24.01.2024):

    it clone https://github.com/Project-MONAI/MONAILabel
    
  • PyPi (πŸ“₯ 780 / month Β· ⏱️ 01.10.2023):

    ip install monailabel-weekly
    
SUOD (πŸ₯‰23 Β· ⭐ 370) - (MLSys 21) An Acceleration System for Large-scare Unsupervised Heterogeneous.. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 48 Β· πŸ“¦ 500 Β· πŸ“‹ 14 - 78% open Β· ⏱️ 08.02.2024):

    it clone https://github.com/yzhao062/SUOD
    
  • PyPi (πŸ“₯ 14K / month Β· πŸ“¦ 2 Β· ⏱️ 08.02.2024):

    ip install suod
    
AstroML (πŸ₯‰22 Β· ⭐ 1K) - Machine learning, statistics, and data mining for astronomy and.. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 290 Β· πŸ“‹ 160 - 38% open Β· ⏱️ 04.01.2024):

    it clone https://github.com/astroML/astroML
    
  • PyPi (πŸ“₯ 1.4K / month Β· πŸ“¦ 37 Β· ⏱️ 01.03.2022):

    ip install astroML
    
  • Conda (πŸ“₯ 42K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge astroml
    
BioPandas (πŸ₯‰22 Β· ⭐ 660) - Working with molecular structures in pandas DataFrames. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 120 Β· πŸ“¦ 230 Β· πŸ“‹ 56 - 41% open Β· ⏱️ 19.09.2023):

    it clone https://github.com/rasbt/biopandas
    
  • PyPi (πŸ“₯ 84K / month Β· πŸ“¦ 23 Β· ⏱️ 28.08.2023):

    ip install biopandas
    
  • Conda (πŸ“₯ 150K Β· ⏱️ 16.06.2023):

    onda install -c conda-forge biopandas
    
benchmark_VAE (πŸ₯‰21 Β· ⭐ 1.6K) - Unifying Variational Autoencoder (VAE) implementations.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 140 Β· πŸ“¦ 19 Β· πŸ“‹ 52 - 32% open Β· ⏱️ 21.01.2024):

    it clone https://github.com/clementchadebec/benchmark_VAE
    
  • PyPi (πŸ“₯ 2.1K / month Β· ⏱️ 06.09.2023):

    ip install pythae
    
pykale (πŸ₯‰20 Β· ⭐ 420) - Knowledge-Aware machine LEarning (KALE): accessible machine learning.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 60 Β· πŸ“¦ 1 Β· πŸ“‹ 120 - 7% open Β· ⏱️ 10.01.2024):

    it clone https://github.com/pykale/pykale
    
  • PyPi (πŸ“₯ 84 / month Β· ⏱️ 12.04.2022):

    ip install pykale
    
rrcf (πŸ₯‰19 Β· ⭐ 470) - Implementation of the Robust Random Cut Forest algorithm for anomaly detection.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 100 Β· πŸ“¦ 58 Β· πŸ“‹ 47 - 57% open Β· ⏱️ 12.08.2023):

    it clone https://github.com/kLabUM/rrcf
    
  • PyPi (πŸ“₯ 2.5K / month Β· πŸ“¦ 8 Β· ⏱️ 30.04.2023):

    ip install rrcf
    
pymdp (πŸ₯‰17 Β· ⭐ 360) - A Python implementation of active inference for Markov Decision Processes. MIT
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 63 Β· πŸ“¦ 9 Β· πŸ“‹ 40 - 37% open Β· ⏱️ 11.02.2024):

    it clone https://github.com/infer-actively/pymdp
    
  • PyPi (πŸ“₯ 140 / month Β· ⏱️ 08.12.2022):

    ip install inferactively-pymdp
    
KD-Lib (πŸ₯‰15 Β· ⭐ 570 Β· πŸ’€) - A Pytorch Knowledge Distillation library for benchmarking and.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 52 Β· πŸ“‹ 67 - 26% open Β· ⏱️ 01.03.2023):

    it clone https://github.com/SforAiDl/KD_Lib
    
  • PyPi (πŸ“₯ 58 / month Β· ⏱️ 18.05.2022):

    ip install KD-Lib
    
NeuralCompression (πŸ₯‰15 Β· ⭐ 440) - A collection of tools for neural compression enthusiasts. MIT
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 42 Β· πŸ“‹ 66 - 4% open Β· ⏱️ 09.02.2024):

    it clone https://github.com/facebookresearch/NeuralCompression
    
  • PyPi (πŸ“₯ 94 / month Β· ⏱️ 03.10.2023):

    ip install neuralcompression
    
Show 18 hidden projects...
  • cleanlab (πŸ₯ˆ31 Β· ⭐ 7.9K) - The standard data-centric AI package for data quality and machine.. ❗️AGPL-3.0
  • Cython BLIS (πŸ₯ˆ29 Β· ⭐ 210) - Fast matrix-multiplication as a self-contained Python library no.. BSD-3
  • alibi-detect (πŸ₯ˆ28 Β· ⭐ 2K) - Algorithms for outlier, adversarial and drift detection. ❗️Intel
  • minisom (πŸ₯ˆ28 Β· ⭐ 1.3K) - MiniSom is a minimalistic implementation of the Self Organizing.. ❗️CC-BY-3.0
  • metricflow (πŸ₯‰26 Β· ⭐ 1K) - MetricFlow allows you to define, build, and maintain metrics.. ❗Unlicensed
  • Feature Engine (πŸ₯‰24 Β· ⭐ 1.5K Β· πŸ’€) - Feature engineering package with sklearn like functionality. BSD-3
  • findspark (πŸ₯‰24 Β· ⭐ 500 Β· πŸ’€) - Find pyspark to make it importable. BSD-3
  • opyrator (πŸ₯‰22 Β· ⭐ 3K Β· πŸ’€) - Turns your machine learning code into microservices with web API,.. MIT
  • mlens (πŸ₯‰22 Β· ⭐ 820 Β· πŸ’€) - ML-Ensemble high performance ensemble learning. MIT
  • vecstack (πŸ₯‰22 Β· ⭐ 680 Β· πŸ’€) - Python package for stacking (machine learning technique). MIT
  • apricot (πŸ₯‰21 Β· ⭐ 480 Β· πŸ’€) - apricot implements submodular optimization for the purpose of.. MIT
  • impyute (πŸ₯‰21 Β· ⭐ 340 Β· πŸ’€) - Data imputations library to preprocess datasets with missing data. MIT
  • StreamAlert (πŸ₯‰20 Β· ⭐ 2.8K Β· πŸ’€) - StreamAlert is a serverless, realtime data analysis.. Apache-2
  • scikit-rebate (πŸ₯‰20 Β· ⭐ 390 Β· πŸ’€) - A scikit-learn-compatible Python implementation of.. MIT
  • baikal (πŸ₯‰18 Β· ⭐ 590 Β· πŸ’€) - A graph-based functional API for building complex scikit-learn.. BSD-3
  • pandas-ml (πŸ₯‰18 Β· ⭐ 310 Β· πŸ’€) - pandas, scikit-learn, xgboost and seaborn integration. BSD-3
  • traingenerator (πŸ₯‰13 Β· ⭐ 1.3K Β· πŸ’€) - A web app to generate template code for machine learning. MIT
  • nylon (πŸ₯‰12 Β· ⭐ 85 Β· πŸ’€) - An intelligent, flexible grammar of machine learning. MIT

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