Best Of Ml Python Save

? A ranked list of awesome machine learning Python libraries. Updated weekly.

Project README

Best-of Machine Learning with Python

?  A ranked list of awesome machine learning Python libraries. Updated weekly.

This curated list contains 910 awesome open-source projects with a total of 3.4M 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

  • ???  Combined project-quality score
  • ⭐️  Star count from GitHub
  • ?  New project (less than 6 months old)
  • ?  Inactive project (6 months no activity)
  • ?  Dead project (12 months no activity)
  • ??  Project is trending up or down
  • ➕  Project was recently added
  • ❗️  Warning (e.g. missing/risky license)
  • ?‍?  Contributors count from GitHub
  • ?  Fork count from GitHub
  • ?  Issue count from GitHub
  • ⏱️  Last update timestamp on package manager
  • ?  Download count from package manager
  • ?  Number of dependent projects
  •   Tensorflow related project
  •   Sklearn related project
  •   PyTorch related project
  •   MxNet related project
  •   Apache Spark related project
  •   Jupyter related project
  •   PaddlePaddle related project
  •   Pandas related project
  •   Jax related project

Machine Learning Frameworks

Back to top

General-purpose machine learning and deep learning frameworks.

Tensorflow (?55 · ⭐ 170K · ?) - An Open Source Machine Learning Framework for Everyone. Apache-2
  • GitHub (?‍? 4.1K · ? 87K · ? 220K · ? 36K - 6% open · ⏱️ 22.09.2022):

    it clone https://github.com/tensorflow/tensorflow
    
  • PyPi (? 15M / month · ? 14K · ⏱️ 06.09.2022):

    ip install tensorflow
    
  • Conda (? 3.6M · ⏱️ 20.07.2022):

    onda install -c conda-forge tensorflow
    
  • Docker Hub (? 68M · ⭐ 2.1K · ⏱️ 22.09.2022):

    ocker pull tensorflow/tensorflow
    
scikit-learn (?51 · ⭐ 51K) - scikit-learn: machine learning in Python. BSD-3
  • GitHub (?‍? 2.7K · ? 23K · ? 810 · ? 390K · ? 10K - 20% open · ⏱️ 21.09.2022):

    it clone https://github.com/scikit-learn/scikit-learn
    
  • PyPi (? 33M / month · ? 26K · ⏱️ 19.05.2022):

    ip install scikit-learn
    
  • Conda (? 16M · ⏱️ 05.08.2022):

    onda install -c conda-forge scikit-learn
    
PyTorch (?50 · ⭐ 59K) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
  • GitHub (?‍? 3.5K · ? 16K · ? 6.5K · ? 29K - 34% open · ⏱️ 22.09.2022):

    it clone https://github.com/pytorch/pytorch
    
  • PyPi (? 8.3M / month · ? 7.6K · ⏱️ 28.06.2022):

    ip install torch
    
  • Conda (? 19M · ⏱️ 04.08.2022):

    onda install -c pytorch pytorch
    
Keras (?45 · ⭐ 56K) - Deep Learning for humans. Apache-2
  • GitHub (?‍? 1.1K · ? 19K · ? 12K - 2% open · ⏱️ 22.09.2022):

    it clone https://github.com/keras-team/keras
    
  • PyPi (? 9.3M / month · ? 330 · ⏱️ 13.05.2022):

    ip install keras
    
  • Conda (? 2.6M · ⏱️ 04.09.2022):

    onda install -c conda-forge keras
    
XGBoost (?44 · ⭐ 23K) - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or.. Apache-2
  • GitHub (?‍? 580 · ? 8.5K · ? 5.2K · ? 36K · ? 4.6K - 6% open · ⏱️ 22.09.2022):

    it clone https://github.com/dmlc/xgboost
    
  • PyPi (? 8.2M / month · ? 1.4K · ⏱️ 09.05.2022):

    ip install xgboost
    
  • Conda (? 3.1M · ⏱️ 01.09.2022):

    onda install -c conda-forge xgboost
    
jax (?44 · ⭐ 20K) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
  • GitHub (?‍? 450 · ? 1.9K · ? 5.5K · ? 3.7K - 29% open · ⏱️ 22.09.2022):

    it clone https://github.com/google/jax
    
  • PyPi (? 620K / month · ? 320 · ⏱️ 28.06.2022):

    ip install jax
    
  • Conda (? 440K · ⏱️ 25.08.2022):

    onda install -c conda-forge jaxlib
    
PySpark (?43 · ⭐ 34K) - Apache Spark Python API. Apache-2
  • GitHub (?‍? 2.7K · ? 26K · ⏱️ 22.09.2022):

    it clone https://github.com/apache/spark
    
  • PyPi (? 25M / month · ? 850 · ⏱️ 15.06.2022):

    ip install pyspark
    
  • Conda (? 2M · ⏱️ 27.07.2022):

    onda install -c conda-forge pyspark
    
PaddlePaddle (?42 · ⭐ 19K · ?) - PArallel Distributed Deep LEarning: Machine Learning.. Apache-2
  • GitHub (?‍? 820 · ? 4.7K · ? 15K · ? 140 · ? 16K - 17% open · ⏱️ 22.09.2022):

    it clone https://github.com/PaddlePaddle/Paddle
    
  • PyPi (? 77K / month · ? 50 · ⏱️ 05.07.2022):

    ip install paddlepaddle
    
StatsModels (?42 · ⭐ 7.8K) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
  • GitHub (?‍? 380 · ? 2.4K · ? 26 · ? 70K · ? 4.8K - 47% open · ⏱️ 19.09.2022):

    it clone https://github.com/statsmodels/statsmodels
    
  • PyPi (? 9.1M / month · ? 4.5K · ⏱️ 08.02.2022):

    ip install statsmodels
    
  • Conda (? 7.3M · ⏱️ 09.06.2022):

    onda install -c conda-forge statsmodels
    
LightGBM (?41 · ⭐ 14K) - A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT,.. MIT
  • GitHub (?‍? 270 · ? 3.6K · ? 160K · ? 15K · ? 2.8K - 8% open · ⏱️ 15.09.2022):

    it clone https://github.com/microsoft/LightGBM
    
  • PyPi (? 7.2M / month · ? 640 · ⏱️ 07.01.2022):

    ip install lightgbm
    
  • Conda (? 1.2M · ⏱️ 08.01.2022):

    onda install -c conda-forge lightgbm
    
Fastai (?40 · ⭐ 23K) - The fastai deep learning library. Apache-2
  • GitHub (?‍? 610 · ? 7.3K · ? 11K · ? 1.7K - 7% open · ⏱️ 18.09.2022):

    it clone https://github.com/fastai/fastai
    
  • PyPi (? 250K / month · ? 300 · ⏱️ 04.07.2022):

    ip install fastai
    
pytorch-lightning (?40 · ⭐ 20K) - Build and train PyTorch models and connect them to.. Apache-2
  • GitHub (?‍? 760 · ? 2.6K · ? 8.4K · ? 86 · ? 5.5K - 11% open · ⏱️ 22.09.2022):

    it clone https://github.com/Lightning-AI/lightning
    
  • PyPi (? 2.4M / month · ? 400 · ⏱️ 01.06.2022):

    ip install pytorch-lightning
    
  • Conda (? 550K · ⏱️ 14.09.2022):

    onda install -c conda-forge pytorch-lightning
    
Jina (?39 · ⭐ 16K) - Build cross-modal and multimodal applications on the cloud Neural Search.. Apache-2
  • GitHub (?‍? 160 · ? 2K · ? 360 · ? 1.6K - 2% open · ⏱️ 22.09.2022):

    it clone https://github.com/jina-ai/jina
    
  • PyPi (? 88K / month · ? 2 · ⏱️ 06.07.2022):

    ip install jina
    
  • Conda (? 25K · ⏱️ 16.08.2022):

    onda install -c conda-forge jina-core
    
  • Docker Hub (? 1.1M · ⭐ 7 · ⏱️ 22.09.2022):

    ocker pull jinaai/jina
    
Catboost (?39 · ⭐ 6.7K) - A fast, scalable, high performance Gradient Boosting on Decision.. Apache-2
  • GitHub (?‍? 1K · ? 1K · ? 88K · ? 1.9K - 22% open · ⏱️ 22.09.2022):

    it clone https://github.com/catboost/catboost
    
  • PyPi (? 2.4M / month · ? 230 · ⏱️ 19.05.2022):

    ip install catboost
    
  • Conda (? 1.1M · ⏱️ 19.05.2022):

    onda install -c conda-forge catboost
    
MXNet (?38 · ⭐ 20K · ?) - Lightweight, Portable, Flexible Distributed/Mobile Deep.. Apache-2
  • GitHub (?‍? 980 · ? 6.9K · ? 25K · ? 9.7K - 20% open · ⏱️ 16.09.2022):

    it clone https://github.com/apache/incubator-mxnet
    
  • PyPi (? 400K / month · ? 280 · ⏱️ 17.05.2022):

    ip install mxnet
    
  • Conda (? 8.2K · ? 5 · ⏱️ 02.05.2022):

    onda install -c anaconda mxnet
    
Theano (?37 · ⭐ 9.6K · ?) - Theano was a Python library that allows you to define, optimize, and.. BSD-3
  • GitHub (?‍? 380 · ? 2.5K · ? 13K · ? 2.8K - 24% open · ⏱️ 23.11.2021):

    it clone https://github.com/Theano/Theano
    
  • PyPi (? 320K / month · ? 2.8K · ⏱️ 27.07.2020):

    ip install theano
    
  • Conda (? 2.1M · ⏱️ 16.03.2022):

    onda install -c conda-forge theano
    
PyFlink (?36 · ⭐ 20K) - Apache Flink Python API. Apache-2
  • GitHub (?‍? 1.6K · ? 11K · ⏱️ 22.09.2022):

    it clone https://github.com/apache/flink
    
  • PyPi (? 54K / month · ? 16 · ⏱️ 05.07.2022):

    ip install apache-flink
    
Thinc (?36 · ⭐ 2.6K) - A refreshing functional take on deep learning, compatible with your favorite.. MIT
  • GitHub (?‍? 55 · ? 260 · ? 24K · ? 140 - 21% open · ⏱️ 16.09.2022):

    it clone https://github.com/explosion/thinc
    
  • PyPi (? 4.4M / month · ? 620 · ⏱️ 22.06.2022):

    ip install thinc
    
  • Conda (? 2.2M · ⏱️ 08.07.2022):

    onda install -c conda-forge thinc
    
Vowpal Wabbit (?35 · ⭐ 8K) - Vowpal Wabbit is a machine learning system which pushes the.. BSD-3
  • GitHub (?‍? 320 · ? 1.8K · ? 1.2K - 12% open · ⏱️ 16.09.2022):

    it clone https://github.com/VowpalWabbit/vowpal_wabbit
    
  • PyPi (? 81K / month · ? 31 · ⏱️ 06.04.2022):

    ip install vowpalwabbit
    
  • Conda (? 76K · ⏱️ 13.09.2022):

    onda install -c conda-forge vowpalwabbit
    
Flax (?35 · ⭐ 3.5K) - Flax is a neural network library for JAX that is designed for.. Apache-2
  • GitHub (?‍? 170 · ? 400 · ? 42 · ? 1.4K · ? 600 - 18% open · ⏱️ 20.09.2022):

    it clone https://github.com/google/flax
    
  • PyPi (? 320K / month · ? 75 · ⏱️ 21.06.2022):

    ip install flax
    
  • Conda (? 11K · ⏱️ 22.06.2022):

    onda install -c conda-forge flax
    
Chainer (?34 · ⭐ 5.7K) - A flexible framework of neural networks for deep learning. MIT
  • GitHub (?‍? 320 · ? 1.4K · ? 2.8K · ? 2K - 0% open · ⏱️ 29.06.2022):

    it clone https://github.com/chainer/chainer
    
  • PyPi (? 23K / month · ? 400 · ⏱️ 05.01.2022):

    ip install chainer
    
  • Conda (? 10K · ⏱️ 21.01.2022):

    onda install -c conda-forge chainer
    
tensorflow-upstream (?34 · ⭐ 610) - TensorFlow ROCm port. Apache-2
  • GitHub (?‍? 4.2K · ? 71 · ? 20 · ? 340 - 19% open · ⏱️ 21.09.2022):

    it clone https://github.com/ROCmSoftwarePlatform/tensorflow-upstream
    
  • PyPi (? 10K / month · ? 5 · ⏱️ 05.06.2022):

    ip install tensorflow-rocm
    
Ludwig (?33 · ⭐ 8.5K) - Data-centric declarative deep learning framework. Apache-2
  • GitHub (?‍? 130 · ? 1K · ? 130 · ? 860 - 25% open · ⏱️ 21.09.2022):

    it clone https://github.com/ludwig-ai/ludwig
    
  • PyPi (? 1.7K / month · ? 9 · ⏱️ 25.06.2022):

    ip install ludwig
    
einops (?33 · ⭐ 5.6K) - Deep learning operations reinvented (for pytorch, tensorflow, jax and.. MIT
  • GitHub (?‍? 21 · ? 250 · ? 4.2K · ? 120 - 32% open · ⏱️ 06.09.2022):

    it clone https://github.com/arogozhnikov/einops
    
  • PyPi (? 1.4M / month · ? 260 · ⏱️ 04.03.2022):

    ip install einops
    
  • Conda (? 35K · ⏱️ 04.03.2022):

    onda install -c conda-forge einops
    
Ignite (?33 · ⭐ 4K) - High-level library to help with training and evaluating neural.. BSD-3
  • GitHub (?‍? 180 · ? 560 · ? 1.1K - 13% open · ⏱️ 21.09.2022):

    it clone https://github.com/pytorch/ignite
    
  • PyPi (? 92K / month · ? 83 · ⏱️ 07.07.2022):

    ip install pytorch-ignite
    
  • Conda (? 100K · ⏱️ 05.09.2022):

    onda install -c pytorch ignite
    
Turi Create (?32 · ⭐ 11K · ?) - Turi Create simplifies the development of custom machine.. BSD-3
  • GitHub (?‍? 85 · ? 1.1K · ? 7.1K · ? 320 · ? 1.8K - 27% open · ⏱️ 29.11.2021):

    it clone https://github.com/apple/turicreate
    
  • PyPi (? 22K / month · ? 19 · ⏱️ 30.09.2020):

    ip install turicreate
    
tensorpack (?32 · ⭐ 6.2K) - A Neural Net Training Interface on TensorFlow, with focus.. Apache-2
  • GitHub (?‍? 58 · ? 1.8K · ? 140 · ? 1.1K · ? 1.4K - 0% open · ⏱️ 04.05.2022):

    it clone https://github.com/tensorpack/tensorpack
    
  • PyPi (? 19K / month · ? 46 · ⏱️ 22.01.2021):

    ip install tensorpack
    
  • Conda (? 3.6K · ⏱️ 06.02.2022):

    onda install -c conda-forge tensorpack
    
ivy (?32 · ⭐ 6.2K) - The Unified Machine Learning Framework. Apache-2
  • GitHub (?‍? 430 · ? 1.8K · ? 2.3K - 25% open · ⏱️ 22.09.2022):

    it clone https://github.com/unifyai/ivy
    
  • PyPi (? 350 / month · ? 6 · ⏱️ 01.06.2022):

    ip install ivy-core
    
mlpack (?32 · ⭐ 4.1K) - mlpack: a scalable C++ machine learning library --. BSD-3
  • GitHub (?‍? 290 · ? 1.4K · ? 1.5K - 3% open · ⏱️ 22.09.2022):

    it clone https://github.com/mlpack/mlpack
    
  • PyPi (? 250 / month · ? 1 · ⏱️ 28.10.2020):

    ip install mlpack
    
  • Conda (? 110K · ⏱️ 09.11.2021):

    onda install -c conda-forge mlpack
    
Sonnet (?31 · ⭐ 9.4K) - TensorFlow-based neural network library. Apache-2
  • GitHub (?‍? 54 · ? 1.3K · ? 910 · ? 180 - 14% open · ⏱️ 23.08.2022):

    it clone https://github.com/deepmind/sonnet
    
  • PyPi (? 23K / month · ? 52 · ⏱️ 27.03.2020):

    ip install dm-sonnet
    
  • Conda (? 17K · ⏱️ 14.11.2020):

    onda install -c conda-forge sonnet
    
Haiku (?31 · ⭐ 2.2K) - JAX-based neural network library. Apache-2
  • GitHub (?‍? 64 · ? 180 · ? 570 · ? 220 - 35% open · ⏱️ 21.09.2022):

    it clone https://github.com/deepmind/dm-haiku
    
  • PyPi (? 120K / month · ? 42 · ⏱️ 04.07.2022):

    ip install dm-haiku
    
  • Conda (? 5.5K · ⏱️ 21.09.2022):

    onda install -c conda-forge dm-haiku
    
dyNET (?30 · ⭐ 3.3K) - DyNet: The Dynamic Neural Network Toolkit. Apache-2
  • GitHub (?‍? 160 · ? 700 · ? 7.2K · ? 220 · ? 920 - 28% open · ⏱️ 14.08.2022):

    it clone https://github.com/clab/dynet
    
  • PyPi (? 18K / month · ? 28 · ⏱️ 21.10.2020):

    ip install dyNET
    
Neural Network Libraries (?30 · ⭐ 2.6K) - Neural Network Libraries. Apache-2
  • GitHub (?‍? 68 · ? 320 · ? 540 · ? 82 - 40% open · ⏱️ 22.09.2022):

    it clone https://github.com/sony/nnabla
    
  • PyPi (? 4.1K / month · ? 51 · ⏱️ 19.06.2022):

    ip install nnabla
    
skorch (?29 · ⭐ 4.7K) - A scikit-learn compatible neural network library that wraps.. BSD-3
  • GitHub (?‍? 50 · ? 310 · ? 570 · ? 450 - 11% open · ⏱️ 05.09.2022):

    it clone https://github.com/skorch-dev/skorch
    
  • PyPi (? 46K / month · ? 33 · ⏱️ 31.10.2021):

    ip install skorch
    
  • Conda (? 630K · ⏱️ 30.11.2021):

    onda install -c conda-forge skorch
    
ktrain (?29 · ⭐ 1.1K) - ktrain is a Python library that makes deep learning and AI more.. Apache-2
  • GitHub (?‍? 15 · ? 240 · ? 340 · ? 420 - 0% open · ⏱️ 08.09.2022):

    it clone https://github.com/amaiya/ktrain
    
  • PyPi (? 21K / month · ? 3 · ⏱️ 20.05.2022):

    ip install ktrain
    
Neural Tangents (?27 · ⭐ 1.8K) - Fast and Easy Infinite Neural Networks in Python. Apache-2
  • GitHub (?‍? 23 · ? 210 · ? 250 · ? 48 · ? 130 - 38% open · ⏱️ 12.09.2022):

    it clone https://github.com/google/neural-tangents
    
  • PyPi (? 1.5K / month · ? 1 · ⏱️ 23.02.2022):

    ip install neural-tangents
    
Geomstats (?27 · ⭐ 820) - Computations and statistics on manifolds with geometric structures. MIT
  • GitHub (?‍? 69 · ? 180 · ? 460 - 36% open · ⏱️ 22.09.2022):

    it clone https://github.com/geomstats/geomstats
    
  • PyPi (? 610 / month · ⏱️ 22.04.2022):

    ip install geomstats
    
  • Conda (? 560 · ⏱️ 01.06.2022):

    onda install -c conda-forge geomstats
    
xLearn (?26 · ⭐ 3K) - High performance, easy-to-use, and scalable machine learning (ML).. Apache-2
  • GitHub (?‍? 30 · ? 530 · ? 3.4K · ? 95 · ? 310 - 62% open · ⏱️ 05.06.2022):

    it clone https://github.com/aksnzhy/xlearn
    
  • PyPi (? 5.3K / month · ? 12 · ⏱️ 04.12.2018):

    ip install xlearn
    
Towhee (?26 · ⭐ 1.2K) - Towhee is a framework that is dedicated to making neural data.. Apache-2
  • GitHub (?‍? 28 · ? 140 · ? 190 · ? 500 - 7% open · ⏱️ 22.09.2022):

    it clone https://github.com/towhee-io/towhee
    
  • PyPi (? 800 / month · ⏱️ 07.07.2022):

    ip install towhee
    
fklearn (?25 · ⭐ 1.4K) - fklearn: Functional Machine Learning. Apache-2
  • GitHub (?‍? 48 · ? 160 · ? 13 · ? 58 - 62% open · ⏱️ 15.09.2022):

    it clone https://github.com/nubank/fklearn
    
  • PyPi (? 8.6K / month · ⏱️ 30.12.2021):

    ip install fklearn
    
mace (?23 · ⭐ 4.7K) - MACE is a deep learning inference framework optimized for mobile.. Apache-2
  • GitHub (?‍? 64 · ? 800 · ? 1.4K · ? 670 - 7% open · ⏱️ 30.05.2022):

    it clone https://github.com/XiaoMi/mace
    
NeoML (?22 · ⭐ 700) - Machine learning framework for both deep learning and traditional.. Apache-2
  • GitHub (?‍? 32 · ? 110 · ? 77 - 37% open · ⏱️ 31.08.2022):

    it clone https://github.com/neoml-lib/neoml
    
  • PyPi (? 380 / month · ⏱️ 31.05.2022):

    ip install neoml
    
Objax (?21 · ⭐ 720) - Objax is a machine learning framework that provides an Object.. Apache-2
  • GitHub (?‍? 24 · ? 60 · ? 25 · ? 100 - 42% open · ⏱️ 30.08.2022):

    it clone https://github.com/google/objax
    
  • PyPi (? 490 / month · ? 2 · ⏱️ 31.01.2022):

    ip install objax
    
ThunderSVM (?20 · ⭐ 1.4K) - ThunderSVM: A Fast SVM Library on GPUs and CPUs. Apache-2
  • GitHub (?‍? 34 · ? 200 · ? 2.5K · ? 210 - 29% open · ⏱️ 09.04.2022):

    it clone https://github.com/Xtra-Computing/thundersvm
    
  • PyPi (? 360 / month · ⏱️ 13.03.2020):

    ip install thundersvm
    
ThunderGBM (?18 · ⭐ 640) - ThunderGBM: Fast GBDTs and Random Forests on GPUs. Apache-2
  • GitHub (?‍? 10 · ? 84 · ? 75 - 44% open · ⏱️ 13.09.2022):

    it clone https://github.com/Xtra-Computing/thundergbm
    
  • PyPi (? 310 / month · ⏱️ 01.05.2020):

    ip install thundergbm
    
chefboost (?18 · ⭐ 350) - A Lightweight Decision Tree Framework supporting regular algorithms:.. MIT
  • GitHub (?‍? 6 · ? 91 · ? 26 · ? 31 - 16% open · ⏱️ 21.05.2022):

    it clone https://github.com/serengil/chefboost
    
  • PyPi (? 560 / month · ⏱️ 16.02.2022):

    ip install chefboost
    
elegy (?17 · ⭐ 410) - A High Level API for Deep Learning in JAX. MIT
  • GitHub (?‍? 17 · ? 26 · ? 100 - 34% open · ⏱️ 23.05.2022):

    it clone https://github.com/poets-ai/elegy
    
  • PyPi (? 640 / month · ⏱️ 22.04.2022):

    ip install elegy
    
Show 11 hidden projects...
  • dlib (?38 · ⭐ 11K) - A toolkit for making real world machine learning and data analysis.. ❗️BSL-1.0
  • TFlearn (?32 · ⭐ 9.6K · ?) - Deep learning library featuring a higher-level API for TensorFlow. MIT
  • CNTK (?31 · ⭐ 17K · ?) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit. MIT
  • MindsDB (?31 · ⭐ 10K) - In-Database Machine Learning. ❗️GPL-3.0
  • NuPIC (?28 · ⭐ 6.3K · ?) - Numenta Platform for Intelligent Computing is an implementation.. ❗️AGPL-3.0
  • Lasagne (?28 · ⭐ 3.8K · ?) - Lightweight library to build and train neural networks in Theano. MIT
  • SHOGUN (?26 · ⭐ 2.9K · ?) - Unified and efficient Machine Learning. BSD-3
  • NeuPy (?24 · ⭐ 720 · ?) - NeuPy is a Tensorflow based python library for prototyping and building.. MIT
  • neon (?22 · ⭐ 3.9K · ?) - Intel Nervana reference deep learning framework committed to best.. Apache-2
  • Torchbearer (?21 · ⭐ 630 · ?) - torchbearer: A model fitting library for PyTorch. MIT
  • StarSpace (?16 · ⭐ 3.8K · ?) - Learning embeddings for classification, retrieval and ranking. MIT

Data Visualization

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General-purpose and task-specific data visualization libraries.

Matplotlib (?50 · ⭐ 16K · ?) - matplotlib: plotting with Python. Python-2.0
  • GitHub (?‍? 1.4K · ? 6.5K · ? 630K · ? 9.2K - 20% open · ⏱️ 21.09.2022):

    it clone https://github.com/matplotlib/matplotlib
    
  • PyPi (? 29M / month · ? 55K · ⏱️ 03.05.2022):

    ip install matplotlib
    
  • Conda (? 14M · ⏱️ 16.09.2022):

    onda install -c conda-forge matplotlib
    
Bokeh (?42 · ⭐ 17K) - Interactive Data Visualization in the browser, from Python. BSD-3
  • GitHub (?‍? 620 · ? 4K · ? 150 · ? 7K - 9% open · ⏱️ 21.09.2022):

    it clone https://github.com/bokeh/bokeh
    
  • PyPi (? 3.8M / month · ? 3.6K · ⏱️ 05.07.2022):

    ip install bokeh
    
  • Conda (? 8.5M · ⏱️ 15.08.2022):

    onda install -c conda-forge bokeh
    
Plotly (?42 · ⭐ 12K) - The interactive graphing library for Python (includes Plotly Express). MIT
  • GitHub (?‍? 200 · ? 2.2K · ? 12 · ? 2.4K - 50% open · ⏱️ 11.08.2022):

    it clone https://github.com/plotly/plotly.py
    
  • PyPi (? 7.8M / month · ? 4.1K · ⏱️ 24.06.2022):

    ip install plotly
    
  • Conda (? 3.2M · ⏱️ 14.08.2022):

    onda install -c conda-forge plotly
    
  • npm (? 46K / month · ? 4 · ⏱️ 12.01.2021):

    pm install plotlywidget
    
Seaborn (?42 · ⭐ 9.8K) - Statistical data visualization in Python. BSD-3
  • GitHub (?‍? 180 · ? 1.6K · ? 240 · ? 2.1K - 5% open · ⏱️ 22.09.2022):

    it clone https://github.com/mwaskom/seaborn
    
  • PyPi (? 9.1M / month · ? 9.4K · ⏱️ 27.06.2022):

    ip install seaborn
    
  • Conda (? 4.7M · ⏱️ 06.09.2022):

    onda install -c conda-forge seaborn
    
dash (?41 · ⭐ 17K) - Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. MIT
  • GitHub (?‍? 120 · ? 1.8K · ? 35K · ? 1.4K - 48% open · ⏱️ 16.09.2022):

    it clone https://github.com/plotly/dash
    
  • PyPi (? 1.2M / month · ? 1.2K · ⏱️ 13.06.2022):

    ip install dash
    
  • Conda (? 630K · ⏱️ 03.08.2022):

    onda install -c conda-forge dash
    
pandas-profiling (?39 · ⭐ 9.6K) - Create HTML profiling reports from pandas DataFrame.. MIT
  • GitHub (?‍? 95 · ? 1.4K · ? 9.1K · ? 610 - 21% open · ⏱️ 22.09.2022):

    it clone https://github.com/ydataai/pandas-profiling
    
  • PyPi (? 1.2M / month · ? 160 · ⏱️ 27.09.2021):

    ip install pandas-profiling
    
  • Conda (? 280K · ⏱️ 13.09.2022):

    onda install -c conda-forge pandas-profiling
    
Altair (?39 · ⭐ 7.7K) - Declarative statistical visualization library for Python. BSD-3
  • GitHub (?‍? 140 · ? 660 · ? 33K · ? 1.6K - 13% open · ⏱️ 23.08.2022):

    it clone https://github.com/altair-viz/altair
    
  • PyPi (? 8.2M / month · ? 340 · ⏱️ 29.12.2021):

    ip install altair
    
  • Conda (? 1.4M · ⏱️ 29.12.2021):

    onda install -c conda-forge altair
    
UMAP (?36 · ⭐ 5.8K) - Uniform Manifold Approximation and Projection. BSD-3
  • GitHub (?‍? 110 · ? 640 · ? 6.2K · ? 640 - 53% open · ⏱️ 19.09.2022):

    it clone https://github.com/lmcinnes/umap
    
  • PyPi (? 670K / month · ? 320 · ⏱️ 13.04.2022):

    ip install umap-learn
    
  • Conda (? 1.4M · ⏱️ 14.04.2022):

    onda install -c conda-forge umap-learn
    
VisPy (?35 · ⭐ 2.9K) - High-performance interactive 2D/3D data visualization library. BSD-3
  • GitHub (?‍? 180 · ? 590 · ? 860 · ? 1.3K - 21% open · ⏱️ 20.09.2022):

    it clone https://github.com/vispy/vispy
    
  • PyPi (? 79K / month · ? 100 · ⏱️ 04.07.2022):

    ip install vispy
    
  • Conda (? 280K · ⏱️ 05.07.2022):

    onda install -c conda-forge vispy
    
  • npm (? 23 / month · ⏱️ 15.03.2020):

    pm install vispy
    
PyVista (?35 · ⭐ 1.5K) - 3D plotting and mesh analysis through a streamlined interface for.. MIT
  • GitHub (?‍? 110 · ? 280 · ? 660 · ? 940 · ? 960 - 29% open · ⏱️ 19.09.2022):

    it clone https://github.com/pyvista/pyvista
    
  • PyPi (? 57K / month · ? 110 · ⏱️ 30.06.2022):

    ip install pyvista
    
  • Conda (? 220K · ⏱️ 01.08.2022):

    onda install -c conda-forge pyvista
    
HoloViews (?34 · ⭐ 2.3K) - With Holoviews, your data visualizes itself. BSD-3
  • GitHub (?‍? 120 · ? 360 · ? 2.9K - 31% open · ⏱️ 20.09.2022):

    it clone https://github.com/holoviz/holoviews
    
  • PyPi (? 390K / month · ? 220 · ⏱️ 07.07.2022):

    ip install holoviews
    
  • Conda (? 880K · ⏱️ 07.07.2022):

    onda install -c conda-forge holoviews
    
  • npm (? 980 / month · ⏱️ 24.05.2020):

    pm install @pyviz/jupyterlab_pyviz
    
Graphviz (?34 · ⭐ 1.3K) - Simple Python interface for Graphviz. MIT
  • GitHub (?‍? 19 · ? 180 · ? 35K · ? 140 - 5% open · ⏱️ 05.09.2022):

    it clone https://github.com/xflr6/graphviz
    
  • PyPi (? 9.4M / month · ? 3K · ⏱️ 16.04.2022):

    ip install graphviz
    
  • Conda (? 29K · ⏱️ 10.08.2022):

    onda install -c anaconda python-graphviz
    
pyecharts (?33 · ⭐ 13K) - Python Echarts Plotting Library. MIT
  • GitHub (?‍? 31 · ? 2.7K · ? 2.5K · ? 1.6K - 1% open · ⏱️ 30.08.2022):

    it clone https://github.com/pyecharts/pyecharts
    
  • PyPi (? 49K / month · ? 220 · ⏱️ 16.11.2021):

    ip install pyecharts
    
datashader (?33 · ⭐ 2.8K) - Quickly and accurately render even the largest data. BSD-3
  • GitHub (?‍? 50 · ? 360 · ? 1.4K · ? 510 - 24% open · ⏱️ 20.09.2022):

    it clone https://github.com/holoviz/datashader
    
  • PyPi (? 62K / month · ? 96 · ⏱️ 21.06.2022):

    ip install datashader
    
  • Conda (? 390K · ⏱️ 10.08.2022):

    onda install -c conda-forge datashader
    
FiftyOne (?33 · ⭐ 1.9K) - Visualize, create, and debug image and video datasets.. Apache-2
  • GitHub (?‍? 48 · ? 230 · ? 170 · ? 950 - 34% open · ⏱️ 22.09.2022):

    it clone https://github.com/voxel51/fiftyone
    
  • PyPi (? 16K / month · ? 2 · ⏱️ 24.06.2022):

    ip install fiftyone
    
wordcloud (?32 · ⭐ 9K) - A little word cloud generator in Python. MIT
  • GitHub (?‍? 65 · ? 2.2K · ? 500 - 24% open · ⏱️ 27.06.2022):

    it clone https://github.com/amueller/word_cloud
    
  • PyPi (? 760K / month · ? 740 · ⏱️ 27.06.2022):

    ip install wordcloud
    
  • Conda (? 320K · ⏱️ 25.08.2022):

    onda install -c conda-forge wordcloud
    
plotnine (?32 · ⭐ 3.2K) - A grammar of graphics for Python. MIT
  • GitHub (?‍? 96 · ? 170 · ? 520 - 13% open · ⏱️ 18.09.2022):

    it clone https://github.com/has2k1/plotnine
    
  • PyPi (? 320K / month · ? 220 · ⏱️ 01.07.2022):

    ip install plotnine
    
  • Conda (? 200K · ⏱️ 02.07.2022):

    onda install -c conda-forge plotnine
    
PyQtGraph (?32 · ⭐ 3K) - Fast data visualization and GUI tools for scientific / engineering.. MIT
  • GitHub (?‍? 240 · ? 950 · ? 1.1K - 33% open · ⏱️ 22.09.2022):

    it clone https://github.com/pyqtgraph/pyqtgraph
    
  • PyPi (? 100K / month · ? 790 · ⏱️ 04.03.2022):

    ip install pyqtgraph
    
  • Conda (? 290K · ⏱️ 05.03.2022):

    onda install -c conda-forge pyqtgraph
    
bqplot (?31 · ⭐ 3.4K) - Plotting library for IPython/Jupyter notebooks. Apache-2
  • GitHub (?‍? 59 · ? 470 · ? 35 · ? 600 - 40% open · ⏱️ 02.09.2022):

    it clone https://github.com/bqplot/bqplot
    
  • PyPi (? 94K / month · ? 97 · ⏱️ 11.02.2022):

    ip install bqplot
    
  • Conda (? 1M · ⏱️ 02.09.2022):

    onda install -c conda-forge bqplot
    
  • npm (? 8.1K / month · ? 11 · ⏱️ 02.09.2022):

    pm install bqplot
    
Perspective (?30 · ⭐ 4.9K) - A data visualization and analytics component, especially.. Apache-2
  • GitHub (?‍? 72 · ? 510 · ? 4 · ? 560 - 16% open · ⏱️ 30.08.2022):

    it clone https://github.com/finos/perspective
    
  • PyPi (? 3.6K / month · ? 9 · ⏱️ 06.06.2022):

    ip install perspective-python
    
  • Conda (? 150K · ⏱️ 10.09.2022):

    onda install -c conda-forge perspective
    
  • npm (? 1.5K / month · ⏱️ 26.08.2022):

    pm install @finos/perspective-jupyterlab
    
D-Tale (?30 · ⭐ 3.6K) - Visualizer for pandas data structures. ❗️LGPL-2.1
  • GitHub (?‍? 27 · ? 300 · ? 490 · ? 480 - 9% open · ⏱️ 09.09.2022):

    it clone https://github.com/man-group/dtale
    
  • PyPi (? 130K / month · ? 12 · ⏱️ 17.06.2022):

    ip install dtale
    
  • Conda (? 150K · ⏱️ 09.09.2022):

    onda install -c conda-forge dtale
    
pythreejs (?30 · ⭐ 830) - A Jupyter - Three.js bridge. BSD-3
  • GitHub (?‍? 30 · ? 180 · ? 21 · ? 220 - 25% open · ⏱️ 25.08.2022):

    it clone https://github.com/jupyter-widgets/pythreejs
    
  • PyPi (? 75K / month · ? 42 · ⏱️ 26.02.2021):

    ip install pythreejs
    
  • Conda (? 420K · ⏱️ 06.09.2022):

    onda install -c conda-forge pythreejs
    
  • npm (? 5.7K / month · ? 7 · ⏱️ 24.08.2022):

    pm install jupyter-threejs
    
missingno (?29 · ⭐ 3.3K · ?) - Missing data visualization module for Python. MIT
  • GitHub (?‍? 17 · ? 410 · ? 8.6K · ? 120 - 6% open · ⏱️ 27.02.2022):

    it clone https://github.com/ResidentMario/missingno
    
  • PyPi (? 950K / month · ? 120 · ⏱️ 27.02.2022):

    ip install missingno
    
  • Conda (? 220K · ⏱️ 15.02.2020):

    onda install -c conda-forge missingno
    
mpld3 (?29 · ⭐ 2.2K) - D3 Renderings of Matplotlib Graphics. BSD-3
  • GitHub (?‍? 51 · ? 350 · ? 29 · ? 360 - 59% open · ⏱️ 03.08.2022):

    it clone https://github.com/mpld3/mpld3
    
  • PyPi (? 250K / month · ? 400 · ⏱️ 27.05.2022):

    ip install mpld3
    
  • Conda (? 160K · ⏱️ 27.05.2022):

    onda install -c conda-forge mpld3
    
  • npm (? 290 / month · ? 4 · ⏱️ 27.05.2022):

    pm install mpld3
    
data-validation (?29 · ⭐ 670) - Library for exploring and validating machine learning.. Apache-2
  • GitHub (?‍? 24 · ? 130 · ? 370 · ? 550 · ? 160 - 22% open · ⏱️ 21.09.2022):

    it clone https://github.com/tensorflow/data-validation
    
  • PyPi (? 1.2M / month · ? 28 · ⏱️ 29.06.2022):

    ip install tensorflow-data-validation
    
hvPlot (?29 · ⭐ 650) - A high-level plotting API for pandas, dask, xarray, and networkx built on.. BSD-3
  • GitHub (?‍? 38 · ? 73 · ? 1.8K · ? 520 - 40% open · ⏱️ 19.09.2022):

    it clone https://github.com/holoviz/hvplot
    
  • PyPi (? 180K / month · ? 65 · ⏱️ 23.06.2022):

    ip install hvplot
    
  • Conda (? 230K · ⏱️ 26.08.2022):

    onda install -c conda-forge hvplot
    
AutoViz (?26 · ⭐ 910) - Automatically Visualize any dataset, any size with a single line of.. Apache-2
  • GitHub (?‍? 12 · ? 130 · ? 260 · ? 60 - 5% open · ⏱️ 07.09.2022):

    it clone https://github.com/AutoViML/AutoViz
    
  • PyPi (? 260K / month · ? 6 · ⏱️ 17.06.2022):

    ip install autoviz
    
  • Conda (? 17K · ⏱️ 07.09.2022):

    onda install -c conda-forge autoviz
    
lets-plot (?26 · ⭐ 790) - An open-source plotting library for statistical data. MIT
  • GitHub (?‍? 17 · ? 37 · ? 310 · ? 17 · ? 280 - 26% open · ⏱️ 21.09.2022):

    it clone https://github.com/JetBrains/lets-plot
    
  • PyPi (? 2.8K / month · ? 1 · ⏱️ 20.06.2022):

    ip install lets-plot
    
HyperTools (?25 · ⭐ 1.7K · ?) - A Python toolbox for gaining geometric insights into high-.. MIT
  • GitHub (?‍? 21 · ? 160 · ? 22 · ? 210 · ? 190 - 35% open · ⏱️ 12.02.2022):

    it clone https://github.com/ContextLab/hypertools
    
  • PyPi (? 670 / month · ? 10 · ⏱️ 12.02.2022):

    ip install hypertools
    
Popmon (?24 · ⭐ 380) - Monitor the stability of a Pandas or Spark dataframe. MIT
  • GitHub (?‍? 15 · ? 32 · ? 32 · ? 16 · ? 46 - 32% open · ⏱️ 09.09.2022):

    it clone https://github.com/ing-bank/popmon
    
  • PyPi (? 21K / month · ? 2 · ⏱️ 21.06.2022):

    ip install popmon
    
vega (?24 · ⭐ 330) - IPython/Jupyter notebook module for Vega and Vega-Lite. BSD-3
  • GitHub (?‍? 11 · ? 59 · ? 95 - 13% open · ⏱️ 01.09.2022):

    it clone https://github.com/vega/ipyvega
    
  • PyPi (? 7.4K / month · ? 84 · ⏱️ 10.02.2022):

    ip install vega
    
  • Conda (? 500K · ⏱️ 10.02.2022):

    onda install -c conda-forge vega
    
HiPlot (?23 · ⭐ 2.4K) - HiPlot makes understanding high dimensional data easy. MIT
  • GitHub (?‍? 8 · ? 120 · ? 5 · ? 82 - 17% open · ⏱️ 05.07.2022):

    it clone https://github.com/facebookresearch/hiplot
    
  • PyPi (? 35K / month · ? 12 · ⏱️ 05.07.2022):

    ip install hiplot
    
  • Conda (? 100K · ⏱️ 31.05.2022):

    onda install -c conda-forge hiplot
    
Sweetviz (?23 · ⭐ 2.2K) - Visualize and compare datasets, target values and associations, with one.. MIT
  • GitHub (?‍? 6 · ? 210 · ? 100 - 30% open · ⏱️ 08.06.2022):

    it clone https://github.com/fbdesignpro/sweetviz
    
  • PyPi (? 64K / month · ? 8 · ⏱️ 14.06.2022):

    ip install sweetviz
    
  • Conda (? 14K · ⏱️ 15.06.2022):

    onda install -c conda-forge sweetviz
    
openTSNE (?23 · ⭐ 1.1K) - Extensible, parallel implementations of t-SNE. BSD-3
  • GitHub (?‍? 10 · ? 120 · ? 390 · ? 110 - 6% open · ⏱️ 18.03.2022):

    it clone https://github.com/pavlin-policar/openTSNE
    
  • PyPi (? 30K / month · ? 11 · ⏱️ 18.03.2022):

    ip install opentsne
    
  • Conda (? 160K · ⏱️ 27.05.2022):

    onda install -c conda-forge opentsne
    
python-ternary (?23 · ⭐ 590 · ?) - Ternary plotting library for python with matplotlib. MIT
  • GitHub (?‍? 27 · ? 140 · ? 18 · ? 100 · ? 130 - 25% open · ⏱️ 27.02.2022):

    it clone https://github.com/marcharper/python-ternary
    
  • PyPi (? 53K / month · ? 21 · ⏱️ 17.02.2021):

    ip install python-ternary
    
  • Conda (? 66K · ⏱️ 17.02.2021):

    onda install -c conda-forge python-ternary
    
Plotly-Resampler (?22 · ⭐ 520) - Visualize large time series data with plotly.py. MIT
  • GitHub (?‍? 8 · ? 29 · ? 62 - 25% open · ⏱️ 25.08.2022):

    it clone https://github.com/predict-idlab/plotly-resampler
    
  • PyPi (? 12K / month · ⏱️ 29.06.2022):

    ip install plotly-resampler
    
  • Conda (? 7.5K · ⏱️ 25.08.2022):

    onda install -c conda-forge plotly-resampler
    
Pandas-Bokeh (?21 · ⭐ 800) - Bokeh Plotting Backend for Pandas and GeoPandas. MIT
  • GitHub (?‍? 14 · ? 100 · ? 99 - 32% open · ⏱️ 25.03.2022):

    it clone https://github.com/PatrikHlobil/Pandas-Bokeh
    
  • PyPi (? 18K / month · ? 11 · ⏱️ 11.04.2021):

    ip install pandas-bokeh
    
PyWaffle (?21 · ⭐ 510) - Make Waffle Charts in Python. MIT
  • GitHub (?‍? 6 · ? 95 · ? 160 · ? 18 - 22% open · ⏱️ 08.06.2022):

    it clone https://github.com/gyli/PyWaffle
    
  • PyPi (? 8.6K / month · ? 2 · ⏱️ 08.06.2022):

    ip install pywaffle
    
  • Conda (? 6.8K · ⏱️ 05.06.2022):

    onda install -c conda-forge pywaffle
    
joypy (?21 · ⭐ 440 · ?) - Joyplots in Python with matplotlib & pandas. MIT
  • GitHub (?‍? 6 · ? 47 · ? 190 · ? 48 - 22% open · ⏱️ 19.12.2021):

    it clone https://github.com/leotac/joypy
    
  • PyPi (? 13K / month · ? 5 · ⏱️ 19.12.2021):

    ip install joypy
    
  • Conda (? 16K · ⏱️ 28.12.2020):

    onda install -c conda-forge joypy
    
Show 15 hidden projects...
  • cartopy (?33 · ⭐ 1.1K) - Cartopy - a cartographic python library with matplotlib support. ❗️LGPL-3.0
  • Cufflinks (?29 · ⭐ 2.7K · ?) - Productivity Tools for Plotly + Pandas. MIT
  • Facets Overview (?27 · ⭐ 7K · ?) - Visualizations for machine learning datasets. Apache-2
  • Chartify (?26 · ⭐ 3.2K · ?) - Python library that makes it easy for data scientists to create.. Apache-2
  • Multicore-TSNE (?24 · ⭐ 1.7K · ?) - Parallel t-SNE implementation with Python and Torch.. BSD-3
  • PandasGUI (?22 · ⭐ 2.7K) - A GUI for Pandas DataFrames. ❗️MIT-0
  • PDPbox (?22 · ⭐ 700 · ?) - python partial dependence plot toolbox. MIT
  • pivottablejs (?22 · ⭐ 470 · ?) - Dragndrop Pivot Tables and Charts for Jupyter/IPython.. MIT
  • ivis (?18 · ⭐ 280) - Dimensionality reduction in very large datasets using Siamese.. Apache-2
  • animatplot (?17 · ⭐ 390 · ?) - A python package for animating plots build on matplotlib. MIT
  • data-describe (?17 · ⭐ 290 · ?) - datadescribe: Pythonic EDA Accelerator for Data Science. Apache-2
  • vegafusion (?17 · ⭐ 110) - Serverside acceleration for the Vega visualization grammar. ❗️AGPL-3.0
  • pdvega (?16 · ⭐ 340 · ?) - Interactive plotting for Pandas using Vega-Lite. MIT
  • nx-altair (?15 · ⭐ 200 · ?) - Draw interactive NetworkX graphs with Altair. MIT
  • nptsne (?12 · ⭐ 29 · ?) - 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 (?49 · ⭐ 71K) - Transformers: State-of-the-art Machine Learning for.. Apache-2
  • GitHub (?‍? 1.5K · ? 16K · ? 890 · ? 35K · ? 10K - 5% open · ⏱️ 22.09.2022):

    it clone https://github.com/huggingface/transformers
    
  • PyPi (? 7.6M / month · ? 980 · ⏱️ 21.06.2022):

    ip install transformers
    
  • Conda (? 440K · ⏱️ 17.09.2022):

    onda install -c conda-forge transformers
    
spaCy (?44 · ⭐ 24K) - Industrial-strength Natural Language Processing (NLP) in Python. MIT
  • GitHub (?‍? 700 · ? 3.9K · ? 3.1K · ? 43K · ? 5.2K - 1% open · ⏱️ 16.09.2022):

    it clone https://github.com/explosion/spaCy
    
  • PyPi (? 4.9M / month · ? 2.4K · ⏱️ 05.04.2022):

    ip install spacy
    
  • Conda (? 2.8M · ⏱️ 27.07.2022):

    onda install -c conda-forge spacy
    
nltk (?43 · ⭐ 11K) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
  • GitHub (?‍? 440 · ? 2.6K · ? 160K · ? 1.6K - 13% open · ⏱️ 21.09.2022):

    it clone https://github.com/nltk/nltk
    
  • PyPi (? 11M / month · ? 12K · ⏱️ 09.02.2022):

    ip install nltk
    
  • Conda (? 1.5M · ⏱️ 29.12.2021):

    onda install -c conda-forge nltk
    
gensim (?40 · ⭐ 14K) - Topic Modelling for Humans. ❗️LGPL-2.1
  • GitHub (?‍? 430 · ? 4.3K · ? 3.8K · ? 37K · ? 1.8K - 21% open · ⏱️ 08.09.2022):

    it clone https://github.com/RaRe-Technologies/gensim
    
  • PyPi (? 4.8M / month · ? 2.9K · ⏱️ 01.05.2022):

    ip install gensim
    
  • Conda (? 880K · ⏱️ 29.07.2022):

    onda install -c conda-forge gensim
    
Rasa (?39 · ⭐ 15K) - Open source machine learning framework to automate text- and voice-.. Apache-2
  • GitHub (?‍? 550 · ? 4.1K · ? 6.7K - 13% open · ⏱️ 22.09.2022):

    it clone https://github.com/RasaHQ/rasa
    
  • PyPi (? 190K / month · ? 60 · ⏱️ 06.07.2022):

    ip install rasa
    
flair (?39 · ⭐ 12K · ?) - A very simple framework for state-of-the-art Natural Language.. MIT
  • GitHub (?‍? 230 · ? 1.9K · ? 1.6K · ? 2K - 5% open · ⏱️ 03.09.2022):

    it clone https://github.com/flairNLP/flair
    
  • PyPi (? 160K / month · ? 76 · ⏱️ 20.05.2022):

    ip install flair
    
  • Conda (? 12K · ⏱️ 21.05.2022):

    onda install -c conda-forge python-flair
    
fairseq (?38 · ⭐ 19K) - Facebook AI Research Sequence-to-Sequence Toolkit written in Python. MIT
  • GitHub (?‍? 410 · ? 4.8K · ? 260 · ? 950 · ? 3.6K - 19% open · ⏱️ 21.09.2022):

    it clone https://github.com/facebookresearch/fairseq
    
  • PyPi (? 60K / month · ? 39 · ⏱️ 27.06.2022):

    ip install fairseq
    
  • Conda (? 19K · ⏱️ 13.07.2022):

    onda install -c conda-forge fairseq
    
AllenNLP (?37 · ⭐ 11K · ?) - An open-source NLP research library, built on PyTorch. Apache-2
  • GitHub (?‍? 260 · ? 2.2K · ? 47 · ? 2.7K · ? 2.5K - 3% open · ⏱️ 24.08.2022):

    it clone https://github.com/allenai/allennlp
    
  • PyPi (? 74K / month · ? 180 · ⏱️ 14.04.2022):

    ip install allennlp
    
  • Conda (? 83K · ⏱️ 15.07.2022):

    onda install -c conda-forge allennlp
    
sentence-transformers (?37 · ⭐ 8.5K · ?) - Multilingual Sentence & Image Embeddings with BERT. Apache-2
  • GitHub (?‍? 100 · ? 1.7K · ? 4.2K · ? 1.5K - 52% open · ⏱️ 15.09.2022):

    it clone https://github.com/UKPLab/sentence-transformers
    
  • PyPi (? 1.5M / month · ? 130 · ⏱️ 26.06.2022):

    ip install sentence-transformers
    
  • Conda (? 36K · ⏱️ 27.06.2022):

    onda install -c conda-forge sentence-transformers
    
sentencepiece (?36 · ⭐ 6.2K) - Unsupervised text tokenizer for Neural Network-based text.. Apache-2
  • GitHub (?‍? 69 · ? 840 · ? 22K · ? 18K · ? 560 - 5% open · ⏱️ 09.09.2022):

    it clone https://github.com/google/sentencepiece
    
  • PyPi (? 5.8M / month · ? 410 · ⏱️ 18.06.2021):

    ip install sentencepiece
    
  • Conda (? 230K · ⏱️ 08.04.2022):

    onda install -c conda-forge sentencepiece
    
spark-nlp (?36 · ⭐ 2.9K) - State of the Art Natural Language Processing. Apache-2
  • GitHub (?‍? 130 · ? 590 · ? 730 - 7% open · ⏱️ 21.09.2022):

    it clone https://github.com/JohnSnowLabs/spark-nlp
    
  • PyPi (? 2.6M / month · ? 13 · ⏱️ 01.07.2022):

    ip install spark-nlp
    
ParlAI (?35 · ⭐ 9.4K) - A framework for training and evaluating AI models on a variety of.. MIT
  • GitHub (?‍? 200 · ? 1.9K · ? 87 · ? 1.5K - 7% open · ⏱️ 20.09.2022):

    it clone https://github.com/facebookresearch/ParlAI
    
  • PyPi (? 3.7K / month · ? 3 · ⏱️ 30.03.2022):

    ip install parlai
    
stanza (?35 · ⭐ 6.3K) - Official Stanford NLP Python Library for Many Human Languages. Apache-2
  • GitHub (?‍? 54 · ? 820 · ? 1.2K · ? 720 - 9% open · ⏱️ 15.09.2022):

    it clone https://github.com/stanfordnlp/stanza
    
  • PyPi (? 260K / month · ? 70 · ⏱️ 23.04.2022):

    ip install stanza
    
  • Conda (? 5.7K · ⏱️ 14.09.2022):

    onda install -c stanfordnlp stanza
    
fastText (?34 · ⭐ 24K) - Library for fast text representation and classification. MIT
  • GitHub (?‍? 59 · ? 4.4K · ? 3.3K · ? 1.1K - 43% open · ⏱️ 04.03.2022):

    it clone https://github.com/facebookresearch/fastText
    
  • PyPi (? 840K / month · ? 180 · ⏱️ 28.04.2020):

    ip install fasttext
    
  • Conda (? 38K · ⏱️ 16.04.2022):

    onda install -c conda-forge fasttext
    
TextBlob (?34 · ⭐ 8.3K · ?) - Simple, Pythonic, text processing--Sentiment analysis, part-of-.. MIT
  • GitHub (?‍? 36 · ? 1.1K · ? 100 · ? 23K · ? 260 - 39% open · ⏱️ 22.10.2021):

    it clone https://github.com/sloria/TextBlob
    
  • PyPi (? 920K / month · ? 1.4K · ⏱️ 15.12.2021):

    ip install textblob
    
  • Conda (? 180K · ⏱️ 24.02.2019):

    onda install -c conda-forge textblob
    
torchtext (?34 · ⭐ 3.1K) - Data loaders and abstractions for text and NLP. BSD-3
  • GitHub (?‍? 140 · ? 740 · ? 750 - 39% open · ⏱️ 20.09.2022):

    it clone https://github.com/pytorch/text
    
  • PyPi (? 340K / month · ? 440 · ⏱️ 28.06.2022):

    ip install torchtext
    
Tokenizers (?33 · ⭐ 5.9K) - Fast State-of-the-Art Tokenizers optimized for Research and.. Apache-2
  • GitHub (?‍? 59 · ? 500 · ? 51 · ? 670 - 31% open · ⏱️ 21.09.2022):

    it clone https://github.com/huggingface/tokenizers
    
  • PyPi (? 7M / month · ? 130 · ⏱️ 13.04.2022):

    ip install tokenizers
    
  • Conda (? 400K · ⏱️ 21.05.2022):

    onda install -c conda-forge tokenizers
    
OpenNMT (?33 · ⭐ 5.7K) - Open Source Neural Machine Translation in PyTorch. MIT
  • GitHub (?‍? 180 · ? 2.1K · ? 150 · ? 1.4K - 8% open · ⏱️ 16.09.2022):

    it clone https://github.com/OpenNMT/OpenNMT-py
    
  • PyPi (? 3.3K / month · ? 9 · ⏱️ 14.09.2021):

    ip install OpenNMT-py
    
NeMo (?32 · ⭐ 4.8K) - NeMo: a toolkit for conversational AI. Apache-2
  • GitHub (?‍? 180 · ? 1.2K · ? 19K · ? 1.3K - 8% open · ⏱️ 21.09.2022):

    it clone https://github.com/NVIDIA/NeMo
    
  • PyPi (? 15K / month · ? 7 · ⏱️ 01.07.2022):

    ip install nemo-toolkit
    
Dedupe (?32 · ⭐ 3.5K) - A python library for accurate and scalable fuzzy matching, record.. MIT
  • GitHub (?‍? 64 · ? 480 · ? 770 - 8% open · ⏱️ 21.09.2022):

    it clone https://github.com/dedupeio/dedupe
    
  • PyPi (? 250K / month · ? 48 · ⏱️ 06.07.2022):

    ip install dedupe
    
  • Conda (? 12K · ⏱️ 15.09.2022):

    onda install -c conda-forge dedupe
    
haystack (?31 · ⭐ 5.5K) - Haystack is an open source NLP framework that leverages pre-trained.. Apache-2
  • GitHub (?‍? 140 · ? 880 · ? 15 · ? 1.6K - 16% open · ⏱️ 22.09.2022):

    it clone https://github.com/deepset-ai/haystack
    
  • PyPi (? 1K / month · ? 85 · ⏱️ 15.12.2021):

    ip install haystack
    
nlpaug (?31 · ⭐ 3.5K) - Data augmentation for NLP. MIT
  • GitHub (?‍? 33 · ? 390 · ? 420 · ? 190 - 20% open · ⏱️ 07.07.2022):

    it clone https://github.com/makcedward/nlpaug
    
  • PyPi (? 99K / month · ? 19 · ⏱️ 07.07.2022):

    ip install nlpaug
    
  • Conda (? 4.7K · ⏱️ 07.07.2022):

    onda install -c conda-forge nlpaug
    
TextDistance (?31 · ⭐ 2.9K) - Compute distance between sequences. 30+ algorithms, pure python.. MIT
  • GitHub (?‍? 13 · ? 230 · ? 840 · ? 2.8K · ⏱️ 18.09.2022):

    it clone https://github.com/life4/textdistance
    
  • PyPi (? 700K / month · ? 43 · ⏱️ 29.06.2022):

    ip install textdistance
    
  • Conda (? 210K · ⏱️ 18.09.2022):

    onda install -c conda-forge textdistance
    
jellyfish (?31 · ⭐ 1.7K) - a python library for doing approximate and phonetic matching of.. BSD-2
  • GitHub (?‍? 27 · ? 150 · ? 4.2K · ? 110 - 9% open · ⏱️ 17.09.2022):

    it clone https://github.com/jamesturk/jellyfish
    
  • PyPi (? 2.5M / month · ? 400 · ⏱️ 07.01.2022):

    ip install jellyfish
    
  • Conda (? 330K · ⏱️ 08.04.2022):

    onda install -c conda-forge jellyfish
    
TensorFlow Text (?31 · ⭐ 980) - Making text a first-class citizen in TensorFlow. Apache-2
  • GitHub (?‍? 94 · ? 230 · ? 2.3K · ? 240 - 38% open · ⏱️ 19.09.2022):

    it clone https://github.com/tensorflow/text
    
  • PyPi (? 1.9M / month · ? 83 · ⏱️ 18.05.2022):

    ip install tensorflow-text
    
DeepPavlov (?30 · ⭐ 5.8K) - An open source library for deep learning end-to-end dialog.. Apache-2
  • GitHub (?‍? 67 · ? 1.1K · ? 290 · ? 620 - 8% open · ⏱️ 16.09.2022):

    it clone https://github.com/deepmipt/DeepPavlov
    
  • PyPi (? 8.2K / month · ? 6 · ⏱️ 31.05.2022):

    ip install deeppavlov
    
SciSpacy (?30 · ⭐ 1.2K) - A full spaCy pipeline and models for scientific/biomedical documents. Apache-2
  • GitHub (?‍? 24 · ? 160 · ? 510 · ? 270 - 11% open · ⏱️ 07.09.2022):

    it clone https://github.com/allenai/scispacy
    
  • PyPi (? 27K / month · ? 19 · ⏱️ 10.03.2022):

    ip install scispacy
    
snowballstemmer (?30 · ⭐ 580 · ?) - Snowball compiler and stemming algorithms. BSD-3
  • GitHub (?‍? 28 · ? 160 · ? 4 · ? 77 - 42% open · ⏱️ 17.12.2021):

    it clone https://github.com/snowballstem/snowball
    
  • PyPi (? 7.9M / month · ? 6.7K · ⏱️ 16.11.2021):

    ip install snowballstemmer
    
  • Conda (? 5.1M · ⏱️ 17.11.2021):

    onda install -c conda-forge snowballstemmer
    
ftfy (?29 · ⭐ 3.3K · ?) - Fixes mojibake and other glitches in Unicode text, after the fact. MIT
  • GitHub (?‍? 18 · ? 110 · ? 6.8K · ? 130 - 9% open · ⏱️ 09.02.2022):

    it clone https://github.com/rspeer/python-ftfy
    
  • PyPi (? 2.8M / month · ? 490 · ⏱️ 09.02.2022):

    ip install ftfy
    
  • Conda (? 190K · ⏱️ 13.03.2022):

    onda install -c conda-forge ftfy
    
Sumy (?29 · ⭐ 2.9K) - Module for automatic summarization of text documents and HTML pages. Apache-2
  • GitHub (?‍? 23 · ? 480 · ? 1.4K · ? 110 - 14% open · ⏱️ 26.08.2022):

    it clone https://github.com/miso-belica/sumy
    
  • PyPi (? 20K / month · ? 100 · ⏱️ 21.04.2022):

    ip install sumy
    
  • Conda (? 2.4K · ⏱️ 22.04.2022):

    onda install -c conda-forge sumy
    
fastNLP (?29 · ⭐ 2.7K) - fastNLP: A Modularized and Extensible NLP Framework. Currently still.. Apache-2
  • GitHub (?‍? 59 · ? 430 · ? 66 · ? 92 · ? 200 - 24% open · ⏱️ 23.08.2022):

    it clone https://github.com/fastnlp/fastNLP
    
  • PyPi (? 4.1K / month · ? 3 · ⏱️ 04.02.2019):

    ip install fastnlp
    
PyTextRank (?29 · ⭐ 1.9K) - Python implementation of TextRank algorithms (textgraphs) for phrase.. MIT
  • GitHub (?‍? 18 · ? 330 · ? 280 · ? 89 - 19% open · ⏱️ 27.07.2022):

    it clone https://github.com/DerwenAI/pytextrank
    
  • PyPi (? 65K / month · ? 13 · ⏱️ 06.03.2022):

    ip install pytextrank
    
PyText (?28 · ⭐ 6.3K) - A natural language modeling framework based on PyTorch. BSD-3
  • GitHub (?‍? 230 · ? 800 · ? 300 · ? 110 · ? 220 - 66% open · ⏱️ 21.09.2022):

    it clone https://github.com/facebookresearch/pytext
    
  • PyPi (? 410 / month · ? 1 · ⏱️ 08.06.2020):

    ip install pytext-nlp
    
T5 (?28 · ⭐ 4.4K) - Code for the paper Exploring the Limits of Transfer Learning with a.. Apache-2
  • GitHub (?‍? 51 · ? 600 · ? 110 · ? 400 - 15% open · ⏱️ 19.09.2022):

    it clone https://github.com/google-research/text-to-text-transfer-transformer
    
  • PyPi (? 11K / month · ? 2 · ⏱️ 18.10.2021):

    ip install t5
    
textacy (?28 · ⭐ 2K) - NLP, before and after spaCy. Apache-2
  • GitHub (?‍? 32 · ? 240 · ? 250 - 11% open · ⏱️ 06.03.2022):

    it clone https://github.com/chartbeat-labs/textacy
    
  • PyPi (? 35K / month · ? 100 · ⏱️ 06.12.2021):

    ip install textacy
    
  • Conda (? 110K · ⏱️ 06.02.2022):

    onda install -c conda-forge textacy
    
spacy-transformers (?28 · ⭐ 1.2K) - Use pretrained transformers like BERT, XLNet and GPT-2.. MIT spacy
  • GitHub (?‍? 18 · ? 150 · ? 650 · ⏱️ 23.08.2022):

    it clone https://github.com/explosion/spacy-transformers
    
  • PyPi (? 120K / month · ? 22 · ⏱️ 05.07.2022):

    ip install spacy-transformers
    
  • Conda (? 4.8K · ⏱️ 13.08.2022):

    onda install -c conda-forge spacy-transformers
    
vaderSentiment (?27 · ⭐ 3.7K) - VADER Sentiment Analysis. VADER (Valence Aware Dictionary and.. MIT
  • GitHub (?‍? 11 · ? 890 · ? 4.2K · ? 110 - 32% open · ⏱️ 01.04.2022):

    it clone https://github.com/cjhutto/vaderSentiment
    
  • PyPi (? 200K / month · ? 170 · ⏱️ 22.05.2020):

    ip install vadersentiment
    
  • Conda (? 9.7K · ⏱️ 22.03.2021):

    onda install -c conda-forge vadersentiment
    
qdrant (?27 · ⭐ 2.6K) - Qdrant - Vector Search Engine for the next generation of AI.. Apache-2
  • GitHub (?‍? 28 · ? 120 · ? 420 · ? 320 - 15% open · ⏱️ 22.09.2022):

    it clone https://github.com/qdrant/qdrant
    
CLTK (?27 · ⭐ 740) - The Classical Language Toolkit. MIT
  • GitHub (?‍? 120 · ? 310 · ? 25 · ? 210 · ? 530 - 5% open · ⏱️ 30.08.2022):

    it clone https://github.com/cltk/cltk
    
  • PyPi (? 1K / month · ? 42 · ⏱️ 09.06.2022):

    ip install cltk
    
Ciphey (?26 · ⭐ 11K) - Automatically decrypt encryptions without knowing the key or cipher, decode.. MIT
  • GitHub (?‍? 46 · ? 660 · ? 290 - 16% open · ⏱️ 28.06.2022):

    it clone https://github.com/Ciphey/Ciphey
    
  • PyPi (? 32K / month · ⏱️ 06.06.2021):

    ip install ciphey
    
  • Docker Hub (? 16K · ⭐ 8 · ⏱️ 27.05.2022):

    ocker pull remnux/ciphey
    
english-words (?25 · ⭐ 8.1K) - A text file containing 479k English words for all your.. Unlicense
  • GitHub (?‍? 29 · ? 1.5K · ? 100 - 68% open · ⏱️ 07.09.2022):

    it clone https://github.com/dwyl/english-words
    
  • PyPi (? 47K / month · ? 6 · ⏱️ 29.01.2022):

    ip install english-words
    
DeepKE (?25 · ⭐ 1.3K) - An Open Toolkit for Knowledge Graph Extraction and Construction.. MIT
  • GitHub (?‍? 13 · ? 360 · ? 6 · ? 130 - 0% open · ⏱️ 21.09.2022):

    it clone https://github.com/zjunlp/deepke
    
  • PyPi (? 2K / month · ⏱️ 05.07.2022):

    ip install deepke
    
rubrix (?25 · ⭐ 1.3K) - Rubrix, open-source framework for data-centric NLP. Data annotation.. Apache-2
  • GitHub (?‍? 24 · ? 110 · ? 600 - 4% open · ⏱️ 22.09.2022):

    it clone https://github.com/recognai/rubrix
    
  • PyPi (? 1.5K / month · ⏱️ 08.06.2022):

    ip install rubrix
    
  • Conda (? 11K · ⏱️ 22.08.2022):

    onda install -c conda-forge rubrix
    
scattertext (?24 · ⭐ 2K) - Beautiful visualizations of how language differs among document.. Apache-2
  • GitHub (?‍? 12 · ? 260 · ? 310 · ? 90 - 18% open · ⏱️ 26.03.2022):

    it clone https://github.com/JasonKessler/scattertext
    
  • PyPi (? 3.3K / month · ? 10 · ⏱️ 26.03.2022):

    ip install scattertext
    
  • Conda (? 68K · ⏱️ 26.03.2022):

    onda install -c conda-forge scattertext
    
promptsource (?24 · ⭐ 790) - Toolkit for creating, sharing and using natural language.. Apache-2
  • GitHub (?‍? 58 · ? 160 · ? 11 · ? 160 - 14% open · ⏱️ 08.07.2022):

    it clone https://github.com/bigscience-workshop/promptsource
    
  • PyPi (? 1.2K / month · ⏱️ 18.04.2022):

    ip install promptsource
    
OpenPrompt (?23 · ⭐ 1.9K) - An Open-Source Framework for Prompt-Learning. Apache-2
  • GitHub (?‍? 17 · ? 200 · ? 19 · ? 160 - 15% open · ⏱️ 19.09.2022):

    it clone https://github.com/thunlp/OpenPrompt
    
  • PyPi (? 930 / month · ⏱️ 06.07.2022):

    ip install openprompt
    
fast-bert (?23 · ⭐ 1.8K) - Super easy library for BERT based NLP models. Apache-2
  • GitHub (?‍? 36 · ? 340 · ? 250 - 62% open · ⏱️ 22.09.2022):

    it clone https://github.com/utterworks/fast-bert
    
  • PyPi (? 1.5K / month · ? 2 · ⏱️ 03.06.2022):

    ip install fast-bert
    
Sockeye (?23 · ⭐ 1.1K) - Sequence-to-sequence framework with a focus on Neural Machine.. Apache-2
  • GitHub (?‍? 58 · ? 310 · ? 15 · ? 290 - 2% open · ⏱️ 18.09.2022):

    it clone https://github.com/awslabs/sockeye
    
  • PyPi (? 710 / month · ? 2 · ⏱️ 05.05.2022):

    ip install sockeye
    
gpt-2-simple (?22 · ⭐ 3K) - Python package to easily retrain OpenAIs GPT-2 text-generating.. MIT
  • GitHub (?‍? 21 · ? 600 · ? 350 · ? 250 - 61% open · ⏱️ 22.05.2022):

    it clone https://github.com/minimaxir/gpt-2-simple
    
  • PyPi (? 5.5K / month · ? 5 · ⏱️ 18.10.2021):

    ip install gpt-2-simple
    
Texthero (?22 · ⭐ 2.6K) - Text preprocessing, representation and visualization from zero to hero. MIT
  • GitHub (?‍? 19 · ? 210 · ? 92 · ? 140 - 55% open · ⏱️ 19.07.2022):

    it clone https://github.com/jbesomi/texthero
    
  • PyPi (? 19K / month · ? 4 · ⏱️ 01.07.2021):

    ip install texthero
    
lightseq (?22 · ⭐ 2.3K) - LightSeq: A High Performance Library for Sequence Processing and.. Apache-2
  • GitHub (?‍? 13 · ? 250 · ? 650 · ? 220 - 56% open · ⏱️ 19.09.2022):

    it clone https://github.com/bytedance/lightseq
    
  • PyPi (? 1.8K / month · ? 1 · ⏱️ 26.01.2022):

    ip install lightseq
    
FARM (?22 · ⭐ 1.6K) - Fast & easy transfer learning for NLP. Harvesting language models.. Apache-2
  • GitHub (?‍? 37 · ? 220 · ? 440 - 8% open · ⏱️ 31.08.2022):

    it clone https://github.com/deepset-ai/FARM
    
  • PyPi (? 3.2K / month · ? 2 · ⏱️ 10.06.2021):

    ip install farm
    
  • Conda (? 1.6K · ⏱️ 14.06.2021):

    onda install -c conda-forge farm
    
jiant (?22 · ⭐ 1.4K) - jiant is an nlp toolkit. MIT
  • GitHub (?‍? 58 · ? 270 · ? 2 · ? 550 - 11% open · ⏱️ 23.06.2022):

    it clone https://github.com/nyu-mll/jiant
    
  • PyPi (? 81 / month · ⏱️ 10.05.2021):

    ip install jiant
    
detoxify (?22 · ⭐ 470) - Trained models & code to predict toxic comments on all 3 Jigsaw.. Apache-2
  • GitHub (?‍? 8 · ? 66 · ? 78K · ? 120 · ? 38 - 52% open · ⏱️ 09.09.2022):

    it clone https://github.com/unitaryai/detoxify
    
  • PyPi (? 31K / month · ? 2 · ⏱️ 12.04.2022):

    ip install detoxify
    
happy-transformer (?21 · ⭐ 330) - A package built on top of Hugging Faces transformers.. Apache-2 huggingface
  • GitHub (?‍? 14 · ? 41 · ? 85 · ? 100 - 10% open · ⏱️ 22.08.2022):

    it clone https://github.com/EricFillion/happy-transformer
    
  • PyPi (? 3.6K / month · ? 1 · ⏱️ 06.02.2022):

    ip install happytransformer
    
small-text (?21 · ⭐ 330) - Active Learning for Text Classification in Python. MIT
  • GitHub (?‍? 2 · ? 32 · ? 12 · ? 19 - 26% open · ⏱️ 12.09.2022):

    it clone https://github.com/webis-de/small-text
    
  • PyPi (? 280 / month · ⏱️ 14.06.2022):

    ip install small-text
    
  • Conda (? 480 · ⏱️ 12.09.2022):

    onda install -c conda-forge small-text
    
finetune (?20 · ⭐ 660) - Scikit-learn style model finetuning for NLP. MPL-2.0
  • GitHub (?‍? 19 · ? 71 · ? 9 · ? 140 - 15% open · ⏱️ 16.06.2022):

    it clone https://github.com/IndicoDataSolutions/finetune
    
  • PyPi (? 120 / month · ? 2 · ⏱️ 20.12.2021):

    ip install finetune
    
NLP Architect (?19 · ⭐ 2.9K) - A model library for exploring state-of-the-art deep learning.. Apache-2
  • GitHub (?‍? 37 · ? 450 · ? 8 · ? 130 - 16% open · ⏱️ 29.06.2022):

    it clone https://github.com/IntelLabs/nlp-architect
    
  • PyPi (? 95 / month · ⏱️ 12.04.2020):

    ip install nlp-architect
    
TextBox (?19 · ⭐ 390) - TextBox 2.0 is a text generation library with pre-trained language models. MIT
  • GitHub (?‍? 15 · ? 67 · ? 5 · ? 22 - 13% open · ⏱️ 12.09.2022):

    it clone https://github.com/RUCAIBox/TextBox
    
  • PyPi (? 44 / month · ⏱️ 15.04.2021):

    ip install textbox
    
fastT5 (?18 · ⭐ 350) - boost inference speed of T5 models by 5x & reduce the model size by 3x. Apache-2
  • GitHub (?‍? 5 · ? 40 · ? 24 · ? 52 - 23% open · ⏱️ 05.04.2022):

    it clone https://github.com/Ki6an/fastT5
    
  • PyPi (? 980 / month · ⏱️ 05.04.2022):

    ip install fastt5
    
OpenNRE (?16 · ⭐ 3.8K) - An Open-Source Package for Neural Relation Extraction (NRE). MIT
  • GitHub (?‍? 10 · ? 950 · ? 360 - 5% open · ⏱️ 06.04.2022):

    it clone https://github.com/thunlp/OpenNRE
    
Translate (?15 · ⭐ 760) - Translate - a PyTorch Language Library. BSD-3
  • GitHub (?‍? 87 · ? 200 · ? 55 - 50% open · ⏱️ 10.06.2022):

    it clone https://github.com/pytorch/translate
    
  • PyPi (? 7 / month · ⏱️ 01.05.2018):

    ip install pytorch-translate
    
VizSeq (?14 · ⭐ 400) - An Analysis Toolkit for Natural Language Generation (Translation,.. MIT
  • GitHub (?‍? 3 · ? 49 · ? 6 · ? 16 - 43% open · ⏱️ 20.07.2022):

    it clone https://github.com/facebookresearch/vizseq
    
  • PyPi (? 120 / month · ⏱️ 07.08.2020):

    ip install vizseq
    
Show 37 hidden projects...
  • ChatterBot (?36 · ⭐ 13K · ?) - ChatterBot is a machine learning, conversational dialog engine.. BSD-3
  • fuzzywuzzy (?32 · ⭐ 8.8K · ?) - Fuzzy String Matching in Python. ❗️GPL-2.0
  • GluonNLP (?30 · ⭐ 2.4K · ?) - Toolkit that enables easy text preprocessing, datasets.. Apache-2
  • neuralcoref (?27 · ⭐ 2.6K · ?) - Fast Coreference Resolution in spaCy with Neural Networks. MIT
  • langid (?27 · ⭐ 2K · ?) - Stand-alone language identification system. BSD-3
  • flashtext (?26 · ⭐ 5.3K · ?) - Extract Keywords from sentence or Replace keywords in sentences. MIT
  • textgenrnn (?26 · ⭐ 4.8K · ?) - Easily train your own text-generating neural network of any.. MIT
  • Snips NLU (?25 · ⭐ 3.7K · ?) - Snips Python library to extract meaning from text. Apache-2
  • pytorch-nlp (?25 · ⭐ 2.1K · ?) - Basic Utilities for PyTorch Natural Language Processing.. BSD-3
  • polyglot (?25 · ⭐ 2K · ?) - Multilingual text (NLP) processing toolkit. ❗️GPL-3.0
  • underthesea (?25 · ⭐ 1K) - Underthesea - Vietnamese NLP Toolkit. ❗️GPL-3.0
  • MatchZoo (?24 · ⭐ 3.7K · ?) - Facilitating the design, comparison and sharing of deep.. Apache-2
  • sense2vec (?24 · ⭐ 1.4K · ?) - Contextually-keyed word vectors. MIT
  • whoosh (?24 · ⭐ 300 · ?) - Pure-Python full-text search library. ❗️BSD-1-Clause
  • Kashgari (?23 · ⭐ 2.3K · ?) - Kashgari is a production-level NLP Transfer learning.. Apache-2
  • anaGo (?23 · ⭐ 1.5K · ?) - Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition,.. MIT
  • YouTokenToMe (?23 · ⭐ 820 · ?) - Unsupervised text tokenizer focused on computational efficiency. MIT
  • pySBD (?23 · ⭐ 480 · ?) - pySBD (Python Sentence Boundary Disambiguation) is a rule-based sentence.. MIT
  • DeepMatcher (?22 · ⭐ 4.4K · ?) - Python package for performing Entity and Text Matching using.. BSD-3
  • Texar (?22 · ⭐ 2.3K · ?) - Toolkit for Machine Learning, Natural Language Processing, and.. Apache-2
  • stop-words (?22 · ⭐ 140 · ?) - Get list of common stop words in various languages in Python. BSD-3
  • DELTA (?21 · ⭐ 1.5K · ?) - DELTA is a deep learning based natural language and speech.. Apache-2
  • pyfasttext (?20 · ⭐ 230 · ?) - Yet another Python binding for fastText. ❗️GPL-3.0
  • textpipe (?19 · ⭐ 300 · ?) - Textpipe: clean and extract metadata from text. MIT
  • textaugment (?18 · ⭐ 270) - TextAugment: Text Augmentation Library. MIT
  • NeuroNER (?17 · ⭐ 1.6K · ?) - Named-entity recognition using neural networks. Easy-to-use and.. MIT
  • nboost (?17 · ⭐ 630 · ?) - NBoost is a scalable, search-api-boosting platform for deploying.. Apache-2
  • skift (?17 · ⭐ 230) - scikit-learn wrappers for Python fastText. MIT
  • Camphr (?16 · ⭐ 340 · ?) - Camphr - NLP libary for creating pipeline components. Apache-2 spacy
  • numerizer (?16 · ⭐ 180) - A Python module to convert natural language numerics into ints and.. MIT
  • BLINK (?15 · ⭐ 940 · ?) - Entity Linker solution. MIT
  • NeuralQA (?15 · ⭐ 220 · ?) - NeuralQA: A Usable Library for Question Answering on Large Datasets.. MIT
  • Headliner (?14 · ⭐ 230 · ?) - Easy training and deployment of seq2seq models. MIT
  • ONNX-T5 (?14 · ⭐ 210 · ?) - Summarization, translation, sentiment-analysis, text-generation.. Apache-2
  • spacy-dbpedia-spotlight (?14 · ⭐ 73) - A spaCy wrapper for DBpedia Spotlight. MIT spacy
  • TransferNLP (?13 · ⭐ 290 · ?) - NLP library designed for reproducible experimentation.. MIT
  • textvec (?13 · ⭐ 180) - Text vectorization tool to outperform TFIDF for classification tasks. MIT

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 (?47 · ⭐ 10K) - The friendly PIL fork (Python Imaging Library). ❗️PIL
  • GitHub (?‍? 410 · ? 1.9K · ? 850K · ? 2.6K - 4% open · ⏱️ 21.09.2022):

    it clone https://github.com/python-pillow/Pillow
    
  • PyPi (? 47M / month · ? 63K · ⏱️ 01.07.2022):

    ip install Pillow
    
  • Conda (? 19M · ⏱️ 13.08.2022):

    onda install -c conda-forge pillow
    
scikit-image (?44 · ⭐ 5K · ?) - Image processing in Python. BSD-2
  • GitHub (?‍? 570 · ? 2K · ? 110K · ? 2.5K - 25% open · ⏱️ 21.09.2022):

    it clone https://github.com/scikit-image/scikit-image
    
  • PyPi (? 5M / month · ? 9.4K · ⏱️ 12.06.2022):

    ip install scikit-image
    
  • Conda (? 4M · ⏱️ 10.08.2022):

    onda install -c conda-forge scikit-image
    
torchvision (?42 · ⭐ 12K · ?) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
  • GitHub (?‍? 500 · ? 6.2K · ? 12K · ? 2.7K - 28% open · ⏱️ 22.09.2022):

    it clone https://github.com/pytorch/vision
    
  • PyPi (? 5.9M / month · ? 3.7K · ⏱️ 28.06.2022):

    ip install torchvision
    
  • Conda (? 360K · ⏱️ 24.07.2022):

    onda install -c conda-forge torchvision
    
PyTorch Image Models (?38 · ⭐ 21K) - PyTorch image models, scripts, pretrained weights --.. Apache-2
  • GitHub (?‍? 79 · ? 3.4K · ? 1.8M · ? 4.7K · ? 600 - 11% open · ⏱️ 14.09.2022):

    it clone https://github.com/rwightman/pytorch-image-models
    
  • PyPi (? 1.1M / month · ? 110 · ⏱️ 15.05.2022):

    ip install timm
    
  • Conda (? 29K · ⏱️ 30.06.2021):

    onda install -c conda-forge timm
    
MMDetection (?37 · ⭐ 21K) - OpenMMLab Detection Toolbox and Benchmark. Apache-2
  • GitHub (?‍? 360 · ? 7.8K · ? 600 · ? 6.4K - 10% open · ⏱️ 16.09.2022):

    it clone https://github.com/open-mmlab/mmdetection
    
  • PyPi (? 80K / month · ? 10 · ⏱️ 01.06.2022):

    ip install mmdet
    
MoviePy (?37 · ⭐ 9.6K · ?) - Video editing with Python. MIT
  • GitHub (?‍? 150 · ? 1.3K · ? 18K · ? 1.2K - 25% open · ⏱️ 01.06.2022):

    it clone https://github.com/Zulko/moviepy
    
  • PyPi (? 2.7M / month · ? 780 · ⏱️ 05.10.2020):

    ip install moviepy
    
  • Conda (? 130K · ⏱️ 16.04.2022):

    onda install -c conda-forge moviepy
    
imageio (?37 · ⭐ 1.1K) - Python library for reading and writing image data. BSD-2
  • GitHub (?‍? 92 · ? 220 · ? 380 · ? 69K · ? 480 - 13% open · ⏱️ 19.09.2022):

    it clone https://github.com/imageio/imageio
    
  • PyPi (? 12M / month · ? 2.6K · ⏱️ 30.05.2022):

    ip install imageio
    
  • Conda (? 3.6M · ⏱️ 19.09.2022):

    onda install -c conda-forge imageio
    
Albumentations (?36 · ⭐ 11K) - Fast image augmentation library and an easy-to-use wrapper.. MIT
  • GitHub (?‍? 120 · ? 1.4K · ? 9.4K · ? 680 - 42% open · ⏱️ 19.09.2022):

    it clone https://github.com/albumentations-team/albumentations
    
  • PyPi (? 590K / month · ? 220 · ⏱️ 15.06.2022):

    ip install albumentations
    
  • Conda (? 60K · ⏱️ 20.09.2022):

    onda install -c conda-forge albumentations
    
Kornia (?36 · ⭐ 7.1K) - Open Source Differentiable Computer Vision Library. Apache-2
  • GitHub (?‍? 180 · ? 710 · ? 440 · ? 1.8K · ? 650 - 31% open · ⏱️ 20.09.2022):

    it clone https://github.com/kornia/kornia
    
  • PyPi (? 900K / month · ? 58 · ⏱️ 17.05.2022):

    ip install kornia
    
  • Conda (? 37K · ⏱️ 30.08.2022):

    onda install -c conda-forge kornia
    
Wand (?35 · ⭐ 1.2K) - The ctypes-based simple ImageMagick binding for Python. MIT
  • GitHub (?‍? 100 · ? 200 · ? 8.5K · ? 13K · ? 380 - 4% open · ⏱️ 22.08.2022):

    it clone https://github.com/emcconville/wand
    
  • PyPi (? 570K / month · ? 690 · ⏱️ 17.08.2021):

    ip install wand
    
  • Conda (? 16K · ⏱️ 22.08.2022):

    onda install -c conda-forge wand
    
ImageHash (?34 · ⭐ 2.5K) - A Python Perceptual Image Hashing Module. BSD-2
  • GitHub (?‍? 23 · ? 300 · ? 6K · ? 120 - 10% open · ⏱️ 18.09.2022):

    it clone https://github.com/JohannesBuchner/imagehash
    
  • PyPi (? 1.4M / month · ? 340 · ⏱️ 15.07.2021):

    ip install ImageHash
    
  • Conda (? 240K · ⏱️ 05.09.2022):

    onda install -c conda-forge imagehash
    
detectron2 (?33 · ⭐ 22K) - Detectron2 is a platform for object detection, segmentation.. Apache-2
  • GitHub (?‍? 210 · ? 6K · ? 730 · ? 3.2K - 9% open · ⏱️ 12.09.2022):

    it clone https://github.com/facebookresearch/detectron2
    
  • PyPi (? 3 · ⏱️ 06.02.2020):

    ip install detectron2
    
  • Conda (? 86K · ⏱️ 25.04.2022):

    onda install -c conda-forge detectron2
    
InsightFace (?33 · ⭐ 13K) - State-of-the-art 2D and 3D Face Analysis Project. MIT
  • GitHub (?‍? 47 · ? 3.9K · ? 190 · ? 2K - 55% open · ⏱️ 22.09.2022):

    it clone https://github.com/deepinsight/insightface
    
  • PyPi (? 25K / month · ? 5 · ⏱️ 29.01.2022):

    ip install insightface
    
PaddleDetection (?33 · ⭐ 8.5K) - Object Detection toolkit based on PaddlePaddle. It.. Apache-2
  • GitHub (?‍? 120 · ? 2.2K · ? 37 · ? 4K - 20% open · ⏱️ 21.09.2022):

    it clone https://github.com/PaddlePaddle/PaddleDetection
    
  • PyPi (? 510 / month · ⏱️ 24.04.2022):

    ip install paddledet
    
GluonCV (?33 · ⭐ 5.3K) - Gluon CV Toolkit. Apache-2
  • GitHub (?‍? 120 · ? 1.2K · ? 870 · ? 830 - 7% open · ⏱️ 11.08.2022):

    it clone https://github.com/dmlc/gluon-cv
    
  • PyPi (? 550K / month · ? 59 · ⏱️ 07.07.2022):

    ip install gluoncv
    
opencv-python (?33 · ⭐ 3K) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
  • GitHub (?‍? 40 · ? 590 · ? 580 - 9% open · ⏱️ 29.08.2022):

    it clone https://github.com/opencv/opencv-python
    
  • PyPi (? 6.6M / month · ? 9.4K · ⏱️ 08.06.2022):

    ip install opencv-python
    
Face Recognition (?32 · ⭐ 46K) - The worlds simplest facial recognition api for Python and.. MIT
  • GitHub (?‍? 54 · ? 12K · ? 470 · ? 1.2K - 54% open · ⏱️ 10.06.2022):

    it clone https://github.com/ageitgey/face_recognition
    
  • PyPi (? 42K / month · ? 45 · ⏱️ 20.02.2020):

    ip install face_recognition
    
  • Conda (? 9.4K · ⏱️ 30.04.2021):

    onda install -c conda-forge face_recognition
    
PaddleSeg (?32 · ⭐ 5.4K) - Easy-to-use image segmentation library with awesome pre-.. Apache-2
  • GitHub (?‍? 84 · ? 1.2K · ? 670 · ? 1.3K - 43% open · ⏱️ 21.09.2022):

    it clone https://github.com/PaddlePaddle/PaddleSeg
    
  • PyPi (? 2.1K / month · ? 2 · ⏱️ 20.04.2022):

    ip install paddleseg
    
imutils (?31 · ⭐ 4.2K · ?) - A series of convenience functions to make basic image processing.. MIT
  • GitHub (?‍? 21 · ? 1K · ? 28K · ? 230 - 65% open · ⏱️ 27.01.2022):

    it clone https://github.com/PyImageSearch/imutils
    
  • PyPi (? 360K / month · ? 780 · ⏱️ 15.01.2021):

    ip install imutils
    
  • Conda (? 100K · ⏱️ 26.08.2022):

    onda install -c conda-forge imutils
    
deepface (?30 · ⭐ 4.6K) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,.. MIT
  • GitHub (?‍? 27 · ? 980 · ? 790 · ? 520 - 0% open · ⏱️ 20.08.2022):

    it clone https://github.com/serengil/deepface
    
  • PyPi (? 31K / month · ? 3 · ⏱️ 10.05.2022):

    ip install deepface
    
sahi (?29 · ⭐ 2K) - Platform agnostic sliced/tiled inference + interactive ui + error analysis plots. MIT
  • GitHub (?‍? 17 · ? 300 · ? 5.4K · ? 130 · ? 200 - 11% open · ⏱️ 06.09.2022):

    it clone https://github.com/obss/sahi
    
  • PyPi (? 76K / month · ? 5 · ⏱️ 25.06.2022):

    ip install sahi
    
  • Conda (? 17K · ⏱️ 04.09.2022):

    onda install -c conda-forge sahi
    
CellProfiler (?29 · ⭐ 710) - An open-source application for biological image analysis. BSD-3
  • GitHub (?‍? 130 · ? 330 · ? 3.7K · ? 10 · ? 3.1K - 5% open · ⏱️ 07.09.2022):

    it clone https://github.com/CellProfiler/CellProfiler
    
  • PyPi (? 650 / month · ⏱️ 22.07.2021):

    ip install cellprofiler
    
vit-pytorch (?28 · ⭐ 12K) - Implementation of Vision Transformer, a simple way to achieve.. MIT
  • GitHub (?‍? 15 · ? 1.9K · ? 140 · ? 200 - 48% open · ⏱️ 27.07.2022):

    it clone https://github.com/lucidrains/vit-pytorch
    
  • PyPi (? 19K / month · ? 3 · ⏱️ 30.06.2022):

    ip install vit-pytorch
    
vidgear (?28 · ⭐ 2.4K) - A High-performance cross-platform Video Processing Python framework.. Apache-2
  • GitHub (?‍? 13 · ? 190 · ? 660 · ? 240 · ? 230 - 2% open · ⏱️ 06.07.2022):

    it clone https://github.com/abhiTronix/vidgear
    
  • PyPi (? 5.2K / month · ? 5 · ⏱️ 05.07.2022):

    ip install vidgear
    
mahotas (?28 · ⭐ 780) - Computer Vision in Python. MIT
  • GitHub (?‍? 32 · ? 150 · ? 870 · ? 83 - 24% open · ⏱️ 28.06.2022):

    it clone https://github.com/luispedro/mahotas
    
  • PyPi (? 9.6K / month · ? 120 · ⏱️ 28.06.2022):

    ip install mahotas
    
  • Conda (? 330K · ⏱️ 28.07.2022):

    onda install -c conda-forge mahotas
    
Augmentor (?27 · ⭐ 4.8K) - Image augmentation library in Python for machine learning. MIT
  • GitHub (?‍? 22 · ? 850 · ? 500 · ? 200 - 63% open · ⏱️ 12.09.2022):

    it clone https://github.com/mdbloice/Augmentor
    
  • PyPi (? 22K / month · ? 29 · ⏱️ 27.04.2022):

    ip install Augmentor
    
facenet-pytorch (?27 · ⭐ 3.1K · ?) - Pretrained Pytorch face detection (MTCNN) and facial.. MIT
  • GitHub (?‍? 14 · ? 660 · ? 430K · ? 870 · ? 150 - 40% open · ⏱️ 13.12.2021):

    it clone https://github.com/timesler/facenet-pytorch
    
  • PyPi (? 23K / month · ? 11 · ⏱️ 10.03.2021):

    ip install facenet-pytorch
    
lightly (?27 · ⭐ 1.8K) - A python library for self-supervised learning on images. MIT
  • GitHub (?‍? 19 · ? 140 · ? 50 · ? 330 - 20% open · ⏱️ 22.09.2022):

    it clone https://github.com/lightly-ai/lightly
    
  • PyPi (? 2.5K / month · ? 1 · ⏱️ 05.07.2022):

    ip install lightly
    
pytorchvideo (?26 · ⭐ 2.6K) - A deep learning library for video understanding research. Apache-2
  • GitHub (?‍? 46 · ? 280 · ? 150 - 35% open · ⏱️ 12.09.2022):

    it clone https://github.com/facebookresearch/pytorchvideo
    
  • PyPi (? 15K / month · ? 5 · ⏱️ 20.01.2022):

    ip install pytorchvideo
    
doctr (?26 · ⭐ 1.3K) - docTR (Document Text Recognition) - a seamless, high-.. Apache-2
  • GitHub (?‍? 27 · ? 160 · ? 700K · ? 31 · ? 220 - 18% open · ⏱️ 21.09.2022):

    it clone https://github.com/mindee/doctr
    
  • PyPi (? 5.4K / month · ? 1 · ⏱️ 22.03.2022):

    ip install python-doctr
    
layout-parser (?25 · ⭐ 3.2K) - A Unified Toolkit for Deep Learning Based Document Image.. Apache-2
  • GitHub (?‍? 8 · ? 310 · ? 97 · ? 110 - 51% open · ⏱️ 06.08.2022):

    it clone https://github.com/Layout-Parser/layout-parser
    
  • PyPi (? 33K / month · ? 2 · ⏱️ 06.04.2022):

    ip install layoutparser
    
Norfair (?25 · ⭐ 1.6K) - Lightweight Python library for adding real-time multi-object tracking.. BSD-3
  • GitHub (?‍? 21 · ? 160 · ? 210 · ? 92 - 7% open · ⏱️ 20.09.2022):

    it clone https://github.com/tryolabs/norfair
    
  • PyPi (? 7.3K / month · ? 1 · ⏱️ 30.05.2022):

    ip install norfair
    
pyvips (?25 · ⭐ 440) - python binding for libvips using cffi. MIT
  • GitHub (?‍? 14 · ? 40 · ? 370 · ? 300 - 36% open · ⏱️ 13.08.2022):

    it clone https://github.com/libvips/pyvips
    
  • PyPi (? 18K / month · ? 40 · ⏱️ 12.06.2022):

    ip install pyvips
    
  • Conda (? 32K · ⏱️ 24.07.2022):

    onda install -c conda-forge pyvips
    
segmentation_models (?24 · ⭐ 4K) - Segmentation models with pretrained backbones. Keras.. MIT
  • GitHub (?‍? 14 · ? 930 · ? 490 - 47% open · ⏱️ 29.07.2022):

    it clone https://github.com/qubvel/segmentation_models
    
  • PyPi (? 23K / month · ? 24 · ⏱️ 10.01.2020):

    ip install segmentation_models
    
vissl (?24 · ⭐ 2.8K) - VISSL is FAIRs library of extensible, modular and scalable components.. MIT
  • GitHub (?‍? 33 · ? 280 · ? 10 · ? 160 - 37% open · ⏱️ 21.09.2022):

    it clone https://github.com/facebookresearch/vissl
    
  • PyPi (? 600 / month · ? 1 · ⏱️ 02.11.2021):

    ip install vissl
    
MMF (?23 · ⭐ 5K) - A modular framework for vision & language multimodal research from.. BSD-3
  • GitHub (?‍? 100 · ? 840 · ? 12 · ? 630 - 31% open · ⏱️ 11.08.2022):

    it clone https://github.com/facebookresearch/mmf
    
  • PyPi (? 210 / month · ? 1 · ⏱️ 12.06.2020):

    ip install mmf
    
deep-daze (?23 · ⭐ 4.3K) - Simple command line tool for text to image generation using OpenAIs.. MIT
  • GitHub (?‍? 14 · ? 320 · ? 43 · ? 170 - 56% open · ⏱️ 13.03.2022):

    it clone https://github.com/lucidrains/deep-daze
    
  • PyPi (? 1.3K / month · ⏱️ 13.03.2022):

    ip install deep-daze
    
icevision (?23 · ⭐ 750) - An Agnostic Computer Vision Framework - Pluggable to any Training.. Apache-2
  • GitHub (?‍? 41 · ? 120 · ? 560 - 8% open · ⏱️ 25.08.2022):

    it clone https://github.com/airctic/icevision
    
  • PyPi (? 3.6K / month · ? 5 · ⏱️ 10.02.2022):

    ip install icevision
    
tensorflow-graphics (?22 · ⭐ 2.7K) - TensorFlow Graphics: Differentiable Graphics Layers.. Apache-2
  • GitHub (?‍? 36 · ? 340 · ? 220 - 59% open · ⏱️ 19.09.2022):

    it clone https://github.com/tensorflow/graphics
    
  • PyPi (? 2.6K / month · ? 4 · ⏱️ 03.12.2021):

    ip install tensorflow-graphics
    
kubric (?22 · ⭐ 1.6K) - A data generation pipeline for creating semi-realistic synthetic.. Apache-2
  • GitHub (?‍? 21 · ? 130 · ? 160 - 28% open · ⏱️ 21.09.2022):

    it clone https://github.com/google-research/kubric
    
  • PyPi (? 4.1K / month · ⏱️ 06.07.2022):

    ip install kubric-nightly
    
Classy Vision (?22 · ⭐ 1.5K) - An end-to-end PyTorch framework for image and video.. MIT
  • GitHub (?‍? 77 · ? 260 · ? 120 - 45% open · ⏱️ 15.09.2022):

    it clone https://github.com/facebookresearch/ClassyVision
    
  • PyPi (? 1.8K / month · ? 2 · ⏱️ 09.07.2021):

    ip install classy_vision
    
  • Conda (? 14K · ⏱️ 22.03.2022):

    onda install -c conda-forge classy_vision
    
detecto (?22 · ⭐ 560 · ?) - Build fully-functioning computer vision models with PyTorch. MIT
  • GitHub (?‍? 12 · ? 96 · ? 110 · ? 98 - 37% open · ⏱️ 09.02.2022):

    it clone https://github.com/alankbi/detecto
    
  • PyPi (? 20K / month · ? 2 · ⏱️ 02.02.2022):

    ip install detecto
    
  • Conda (? 1.5K · ⏱️ 02.02.2022):

    onda install -c conda-forge detecto
    
pycls (?21 · ⭐ 2K) - Codebase for Image Classification Research, written in PyTorch. MIT
  • GitHub (?‍? 17 · ? 230 · ? 6 · ? 81 - 30% open · ⏱️ 12.07.2022):

    it clone https://github.com/facebookresearch/pycls
    
  • PyPi (? 60K / month · ⏱️ 05.09.2020):

    ip install pycls
    
scenic (?21 · ⭐ 1.4K) - Scenic: A Jax Library for Computer Vision Research and Beyond. Apache-2
  • GitHub (?‍? 47 · ? 180 · ? 28 · ? 74 - 45% open · ⏱️ 20.09.2022):

    it clone https://github.com/google-research/scenic
    
PySlowFast (?20 · ⭐ 5.1K) - PySlowFast: video understanding codebase from FAIR for.. Apache-2
  • GitHub (?‍? 28 · ? 1K · ? 10 · ? 580 - 54% open · ⏱️ 12.09.2022):

    it clone https://github.com/facebookresearch/SlowFast
    
  • PyPi (? 15 / month · ⏱️ 15.01.2020):

    ip install pyslowfast
    
image-match (?20 · ⭐ 2.8K · ?) - Quickly search over billions of images. Apache-2
  • GitHub (?‍? 19 · ? 400 · ? 110 - 57% open · ⏱️ 21.09.2021):

    it clone https://github.com/ProvenanceLabs/image-match
    
  • PyPi (? 1.1K / month · ? 4 · ⏱️ 13.02.2017):

    ip install image_match
    
ffcv (?20 · ⭐ 2.2K) - FFCV: Fast Forward Computer Vision (and other ML workloads!). Apache-2
  • GitHub (?‍? 17 · ? 120 · ? 10 · ? 190 - 23% open · ⏱️ 21.07.2022):

    it clone https://github.com/libffcv/ffcv
    
  • PyPi (? 850 / month · ⏱️ 28.01.2022):

    ip install ffcv
    
DE⫶TR (?19 · ⭐ 9.7K) - End-to-End Object Detection with Transformers. Apache-2
  • GitHub (?‍? 25 · ? 1.7K · ? 460 - 39% open · ⏱️ 07.03.2022):

    it clone https://github.com/facebookresearch/detr
    
Caer (?17 · ⭐ 640 · ?) - A lightweight Computer Vision library. Scale your models, not boilerplate. MIT
  • GitHub (?‍? 8 · ? 110 · ? 19 · ? 15 - 13% open · ⏱️ 13.10.2021):

    it clone https://github.com/jasmcaus/caer
    
  • PyPi (? 3.5K / month · ? 1 · ⏱️ 13.10.2021):

    ip install caer
    
Show 15 hidden projects...
  • glfw (?36 · ⭐ 9.6K) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and input. ❗️Zlib
  • imgaug (?35 · ⭐ 13K · ?) - Image augmentation for machine learning experiments. MIT
  • imageai (?30 · ⭐ 7.2K · ?) - A python library built to empower developers to build applications.. MIT
  • PyTorch3D (?29 · ⭐ 6.6K) - PyTorch3D is FAIRs library of reusable components for.. ❗Unlicensed
  • chainercv (?27 · ⭐ 1.5K · ?) - ChainerCV: a Library for Deep Learning in Computer Vision. MIT
  • Face Alignment (?26 · ⭐ 5.9K · ?) - 2D and 3D Face alignment library build using pytorch. BSD-3
  • Pillow-SIMD (?26 · ⭐ 1.9K) - The friendly PIL fork. ❗️PIL
  • mtcnn (?25 · ⭐ 1.9K · ?) - MTCNN face detection implementation for TensorFlow, as a PIP.. MIT
  • Image Deduplicator (?23 · ⭐ 4.2K · ?) - Finding duplicate images made easy!. Apache-2
  • Image Super-Resolution (?23 · ⭐ 3.8K · ?) - Super-scale your images and run experiments with.. Apache-2
  • Luminoth (?22 · ⭐ 2.4K · ?) - Deep Learning toolkit for Computer Vision. BSD-3
  • nude.py (?22 · ⭐ 860 · ?) - Nudity detection with Python. MIT
  • solt (?19 · ⭐ 260) - Streaming over lightweight data transformations. MIT
  • Torch Points 3D (?15 · ⭐ 100 · ?) - Pytorch framework for doing deep learning on point.. BSD-3
  • HugsVision (?14 · ⭐ 160 · ?) - HugsVision is a easy to use huggingface wrapper for state-of-.. MIT huggingface

Graph Data

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

networkx (?44 · ⭐ 12K) - Network Analysis in Python. BSD-3
  • GitHub (?‍? 620 · ? 2.7K · ? 60 · ? 120K · ? 3K - 11% open · ⏱️ 22.09.2022):

    it clone https://github.com/networkx/networkx
    
  • PyPi (? 19M / month · ? 13K · ⏱️ 14.06.2022):

    ip install networkx
    
  • Conda (? 8.1M · ⏱️ 22.08.2022):

    onda install -c conda-forge networkx
    
PyTorch Geometric (?38 · ⭐ 16K) - Graph Neural Network Library for PyTorch. MIT
  • GitHub (?‍? 310 · ? 2.8K · ? 2.7K - 37% open · ⏱️ 22.09.2022):

    it clone https://github.com/pyg-team/pytorch_geometric
    
  • PyPi (? 100K / month · ? 50 · ⏱️ 12.03.2022):

    ip install torch-geometric
    
  • Conda (? 11K · ⏱️ 19.08.2022):

    onda install -c conda-forge pytorch_geometric
    
dgl (?36 · ⭐ 10K) - Python package built to ease deep learning on graph, on top of existing DL.. Apache-2
  • GitHub (?‍? 230 · ? 2.4K · ? 31 · ? 1.8K - 14% open · ⏱️ 22.09.2022):

    it clone https://github.com/dmlc/dgl
    
  • PyPi (? 37K / month · ? 46 · ⏱️ 16.03.2022):

    ip install dgl
    
ogb (?30 · ⭐ 1.5K) - Benchmark datasets, data loaders, and evaluators for graph machine learning. MIT
  • GitHub (?‍? 23 · ? 330 · ? 410 · ? 230 - 1% open · ⏱️ 21.09.2022):

    it clone https://github.com/snap-stanford/ogb
    
  • PyPi (? 28K / month · ? 18 · ⏱️ 23.02.2022):

    ip install ogb
    
  • Conda (? 12K · ⏱️ 22.08.2022):

    onda install -c conda-forge ogb
    
Spektral (?28 · ⭐ 2.2K) - Graph Neural Networks with Keras and Tensorflow 2. MIT
  • GitHub (?‍? 24 · ? 310 · ? 150 · ? 230 - 17% open · ⏱️ 22.07.2022):

    it clone https://github.com/danielegrattarola/spektral
    
  • PyPi (? 5.6K / month · ? 3 · ⏱️ 09.04.2022):

    ip install spektral
    
Paddle Graph Learning (?28 · ⭐ 1.4K) - Paddle Graph Learning (PGL) is an efficient and.. Apache-2
  • GitHub (?‍? 28 · ? 270 · ? 33 · ? 150 - 37% open · ⏱️ 22.09.2022):

    it clone https://github.com/PaddlePaddle/PGL
    
  • PyPi (? 1.6K / month · ? 2 · ⏱️ 21.04.2022):

    ip install pgl
    
StellarGraph (?27 · ⭐ 2.5K · ?) - StellarGraph - Machine Learning on Graphs. Apache-2
  • GitHub (?‍? 36 · ? 380 · ? 160 · ? 1K - 27% open · ⏱️ 29.10.2021):

    it clone https://github.com/stellargraph/stellargraph
    
  • PyPi (? 24K / month · ? 5 · ⏱️ 30.06.2020):

    ip install stellargraph
    
pygraphistry (?27 · ⭐ 1.7K) - PyGraphistry is a Python library to quickly load, shape,.. BSD-3
  • GitHub (?‍? 25 · ? 180 · ? 74 · ? 230 - 46% open · ⏱️ 07.09.2022):

    it clone https://github.com/graphistry/pygraphistry
    
  • PyPi (? 2.6K / month · ? 4 · ⏱️ 02.07.2022):

    ip install graphistry
    
pytorch_geometric_temporal (?26 · ⭐ 1.7K) - PyTorch Geometric Temporal: Spatiotemporal Signal.. MIT
  • GitHub (?‍? 24 · ? 250 · ? 120 - 6% open · ⏱️ 08.09.2022):

    it clone https://github.com/benedekrozemberczki/pytorch_geometric_temporal
    
  • PyPi (? 2.6K / month · ? 2 · ⏱️ 04.04.2022):

    ip install torch-geometric-temporal
    
PyKEEN (?26 · ⭐ 980) - A Python library for learning and evaluating knowledge graph embeddings. MIT
  • GitHub (?‍? 31 · ? 130 · ? 140 · ? 450 - 17% open · ⏱️ 10.09.2022):

    it clone https://github.com/pykeen/pykeen
    
  • PyPi (? 1.7K / month · ? 3 · ⏱️ 24.05.2022):

    ip install pykeen
    
PyTorch-BigGraph (?24 · ⭐ 3.1K) - Generate embeddings from large-scale graph-structured.. BSD-3
  • GitHub (?‍? 28 · ? 420 · ? 140 · ? 190 - 28% open · ⏱️ 09.09.2022):

    it clone https://github.com/facebookresearch/PyTorch-BigGraph
    
  • PyPi (? 280K / month · ? 3 · ⏱️ 01.05.2019):

    ip install torchbiggraph
    
graph4nlp (?22 · ⭐ 1.5K) - Graph4nlp is the library for the easy use of Graph Neural.. Apache-2
  • GitHub (?‍? 27 · ? 180 · ? 170 - 6% open · ⏱️ 28.05.2022):

    it clone https://github.com/graph4ai/graph4nlp
    
  • PyPi (? 74 / month · ⏱️ 20.01.2022):

    ip install graph4nlp
    
Node2Vec (?22 · ⭐ 960) - Implementation of the node2vec algorithm. MIT
  • GitHub (?‍? 11 · ? 220 · ? 80 - 1% open · ⏱️ 01.08.2022):

    it clone https://github.com/eliorc/node2vec
    
  • PyPi (? 84K / month · ? 16 · ⏱️ 30.04.2022):

    ip install node2vec
    
  • Conda (? 22K · ⏱️ 25.04.2020):

    onda install -c conda-forge node2vec
    
torch-cluster (?22 · ⭐ 560) - PyTorch Extension Library of Optimized Graph Cluster.. MIT
  • GitHub (?‍? 25 · ? 100 · ? 110 - 18% open · ⏱️ 22.08.2022):

    it clone https://github.com/rusty1s/pytorch_cluster
    
  • PyPi (? 9.4K / month · ? 27 · ⏱️ 11.03.2022):

    ip install torch-cluster
    
  • Conda (? 40K · ⏱️ 06.04.2022):

    onda install -c conda-forge pytorch_cluster
    
jraph (?21 · ⭐ 1K) - A Graph Neural Network Library in Jax. Apache-2
  • GitHub (?‍? 17 · ? 62 · ? 31 · ? 41 - 36% open · ⏱️ 31.08.2022):

    it clone https://github.com/deepmind/jraph
    
  • PyPi (? 2.2K / month · ? 2 · ⏱️ 06.06.2022):

    ip install jraph
    
  • Conda (? 990 · ⏱️ 31.10.2021):

    onda install -c conda-forge jraph
    
kglib (?19 · ⭐ 520) - TypeDB-ML is the Machine Learning integrations library for TypeDB. Apache-2
  • GitHub (?‍? 9 · ? 94 · ? 210 · ? 61 - 18% open · ⏱️ 01.08.2022):

    it clone https://github.com/vaticle/kglib
    
  • PyPi (? 22 / month · ⏱️ 19.08.2020):

    ip install grakn-kglib
    
deepsnap (?19 · ⭐ 430 · ?) - Python library assists deep learning on graphs. MIT
  • GitHub (?‍? 15 · ? 47 · ? 8 · ? 29 · ? 41 - 41% open · ⏱️ 19.09.2021):

    it clone https://github.com/snap-stanford/deepsnap
    
  • PyPi (? 470 / month · ? 1 · ⏱️ 05.09.2021):

    ip install deepsnap
    
GraphEmbedding (?16 · ⭐ 3K) - Implementation and experiments of graph embedding algorithms. MIT
  • GitHub (?‍? 9 · ? 870 · ? 21 · ? 68 - 66% open · ⏱️ 21.06.2022):

    it clone https://github.com/shenweichen/GraphEmbedding
    
AutoGL (?16 · ⭐ 840) - An autoML framework & toolkit for machine learning on graphs. Apache-2
  • GitHub (?‍? 13 · ? 98 · ? 23 - 34% open · ⏱️ 19.04.2022):

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

    ip install auto-graph-learning
    
GraphGym (?15 · ⭐ 1.1K) - Platform for designing and evaluating Graph Neural Networks (GNN). MIT
  • GitHub (?‍? 5 · ? 140 · ? 14 · ? 2 · ? 35 - 22% open · ⏱️ 25.08.2022):

    it clone https://github.com/snap-stanford/GraphGym
    
  • PyPi (? 57 / month · ⏱️ 24.03.2022):

    ip install graphgym
    
ptgnn (?13 · ⭐ 360 · ?) - A PyTorch Graph Neural Network Library. MIT
  • GitHub (?‍? 7 · ? 40 · ? 1 · ? 7 - 28% open · ⏱️ 01.02.2022):

    it clone https://github.com/microsoft/ptgnn
    
  • PyPi (? 31 / month · ⏱️ 21.10.2021):

    ip install ptgnn
    
Show 15 hidden projects...
  • igraph (?32 · ⭐ 1K) - Python interface for igraph. ❗️GPL-2.0
  • pygal (?27 · ⭐ 2.5K · ?) - PYthon svg GrAph plotting Library. ❗️LGPL-3.0
  • Karate Club (?25 · ⭐ 1.7K) - Karate Club: An API Oriented Open-source Python Framework for.. ❗️GPL-3.0
  • DIG (?24 · ⭐ 1.3K) - A library for graph deep learning research. ❗️GPL-3.0
  • AmpliGraph (?22 · ⭐ 1.8K · ?) - Python library for Representation Learning on Knowledge.. Apache-2
  • DeepWalk (?21 · ⭐ 2.5K · ?) - DeepWalk - Deep Learning for Graphs. ❗️GPL-3.0
  • graph-nets (?20 · ⭐ 5.2K · ?) - Build Graph Nets in Tensorflow. Apache-2
  • pyRDF2Vec (?19 · ⭐ 170) - Python Implementation and Extension of RDF2Vec. MIT
  • Sematch (?16 · ⭐ 400 · ?) - semantic similarity framework for knowledge graph. Apache-2
  • DeepGraph (?16 · ⭐ 260 · ?) - Analyze Data with Pandas-based Networks. Documentation:. BSD-3
  • OpenKE (?15 · ⭐ 3.2K · ?) - An Open-Source Package for Knowledge Embedding (KE). MIT
  • GraphSAGE (?15 · ⭐ 2.8K · ?) - Representation learning on large graphs using stochastic.. MIT
  • Euler (?15 · ⭐ 2.8K · ?) - A distributed graph deep learning framework. Apache-2
  • OpenNE (?14 · ⭐ 1.6K · ?) - An Open-Source Package for Network Embedding (NE). MIT
  • GraphVite (?12 · ⭐ 1.1K · ?) - 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 (?36 · ⭐ 5.5K) - End-to-End Speech Processing Toolkit. Apache-2
  • GitHub (?‍? 300 · ? 1.7K · ? 76 · ? 74 · ? 2K - 18% open · ⏱️ 17.09.2022):

    it clone https://github.com/espnet/espnet
    
  • PyPi (? 10K / month · ? 3 · ⏱️ 28.05.2022):

    ip install espnet
    
librosa (?34 · ⭐ 5.4K) - Python library for audio and music analysis. ISC
  • GitHub (?‍? 110 · ? 840 · ? 1K - 4% open · ⏱️ 20.09.2022):

    it clone https://github.com/librosa/librosa
    
  • PyPi (? 1.2M / month · ? 1.2K · ⏱️ 27.06.2022):

    ip install librosa
    
  • Conda (? 520K · ⏱️ 27.06.2022):

    onda install -c conda-forge librosa
    
speechbrain (?34 · ⭐ 4.6K) - A PyTorch-based Speech Toolkit. Apache-2
  • GitHub (?‍? 180 · ? 870 · ? 270 · ? 750 - 23% open · ⏱️ 22.09.2022):

    it clone https://github.com/speechbrain/speechbrain
    
  • PyPi (? 24K / month · ? 3 · ⏱️ 26.06.2022):

    ip install speechbrain
    
torchaudio (?34 · ⭐ 1.8K) - Data manipulation and transformation for audio signal.. BSD-2
  • GitHub (?‍? 180 · ? 470 · ? 680 - 24% open · ⏱️ 21.09.2022):

    it clone https://github.com/pytorch/audio
    
  • PyPi (? 690K / month · ? 160 · ⏱️ 28.06.2022):

    ip install torchaudio
    
Magenta (?33 · ⭐ 18K) - Magenta: Music and Art Generation with Machine Intelligence. Apache-2
  • GitHub (?‍? 150 · ? 3.7K · ? 390 · ? 930 - 37% open · ⏱️ 08.08.2022):

    it clone https://github.com/magenta/magenta
    
  • PyPi (? 3.7K / month · ? 38 · ⏱️ 12.11.2020):

    ip install magenta
    
Pydub (?32 · ⭐ 6.4K) - Manipulate audio with a simple and easy high level interface. MIT
  • GitHub (?‍? 92 · ? 850 · ? 14K · ? 490 - 47% open · ⏱️ 14.05.2022):

    it clone https://github.com/jiaaro/pydub
    
  • PyPi (? 1.9M / month · ? 900 · ⏱️ 10.03.2021):

    ip install pydub
    
  • Conda (? 30K · ⏱️ 13.03.2021):

    onda install -c conda-forge pydub
    
SpeechRecognition (?31 · ⭐ 6.5K) - Speech recognition module for Python, supporting several.. BSD-3
  • GitHub (?‍? 47 · ? 2K · ? 520 - 45% open · ⏱️ 02.08.2022):

    it clone https://github.com/Uberi/speech_recognition
    
  • PyPi (? 390K / month · ? 700 · ⏱️ 05.12.2017):

    ip install SpeechRecognition
    
  • Conda (? 150K · ⏱️ 13.12.2021):

    onda install -c conda-forge speechrecognition
    
spleeter (?29 · ⭐ 20K) - Deezer source separation library including pretrained models. MIT
  • GitHub (?‍? 19 · ? 2.3K · ? 1.8M · ? 700 - 22% open · ⏱️ 07.09.2022):

    it clone https://github.com/deezer/spleeter
    
  • PyPi (? 11K / month · ? 5 · ⏱️ 10.06.2022):

    ip install spleeter
    
  • Conda (? 68K · ⏱️ 30.06.2020):

    onda install -c conda-forge spleeter
    
Coqui TTS (?29 · ⭐ 6.5K) - - a deep learning toolkit for Text-to-Speech, battle-.. MPL-2.0
  • GitHub (?‍? 110 · ? 650 · ? 270K · ? 420 - 6% open · ⏱️ 21.09.2022):

    it clone https://github.com/coqui-ai/TTS
    
  • PyPi (? 6.4K / month · ? 5 · ⏱️ 21.06.2022):

    ip install tts
    
  • Conda (? 4.1K · ⏱️ 15.12.2021):

    onda install -c conda-forge tts
    
pyAudioAnalysis (?28 · ⭐ 5K) - Python Audio Analysis Library: Feature Extraction,.. Apache-2
  • GitHub (?‍? 27 · ? 1.1K · ? 300 · ? 300 - 59% open · ⏱️ 18.09.2022):

    it clone https://github.com/tyiannak/pyAudioAnalysis
    
  • PyPi (? 15K / month · ? 19 · ⏱️ 07.02.2022):

    ip install pyAudioAnalysis
    
Porcupine (?28 · ⭐ 2.8K) - On-device wake word detection powered by deep learning. Apache-2
  • GitHub (?‍? 31 · ? 390 · ? 10 · ? 400 - 0% open · ⏱️ 21.09.2022):

    it clone https://github.com/Picovoice/Porcupine
    
  • PyPi (? 1.5K / month · ? 11 · ⏱️ 28.06.2022):

    ip install pvporcupine
    
audioread (?28 · ⭐ 410) - cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.. MIT
  • GitHub (?‍? 23 · ? 100 · ? 83 - 40% open · ⏱️ 12.08.2022):

    it clone https://github.com/beetbox/audioread
    
  • PyPi (? 1.2M / month · ? 330 · ⏱️ 20.10.2020):

    ip install audioread
    
  • Conda (? 500K · ⏱️ 14.08.2022):

    onda install -c conda-forge audioread
    
tinytag (?27 · ⭐ 560) - Read audio and music meta data and duration of MP3, OGG, OPUS, MP4, M4A,.. MIT
  • GitHub (?‍? 22 · ? 89 · ? 590 · ? 95 - 14% open · ⏱️ 13.08.2022):

    it clone https://github.com/devsnd/tinytag
    
  • PyPi (? 67K / month · ? 70 · ⏱️ 12.03.2022):

    ip install tinytag
    
audiomentations (?26 · ⭐ 1.1K) - A Python library for audio data augmentation. Inspired by.. MIT
  • GitHub (?‍? 23 · ? 140 · ? 160 · ? 140 - 27% open · ⏱️ 21.09.2022):

    it clone https://github.com/iver56/audiomentations
    
  • PyPi (? 3.6K / month · ? 1 · ⏱️ 15.06.2022):

    ip install audiomentations
    
DDSP (?25 · ⭐ 2.3K) - DDSP: Differentiable Digital Signal Processing. Apache-2
  • GitHub (?‍? 31 · ? 260 · ? 28 · ? 140 - 19% open · ⏱️ 14.09.2022):

    it clone https://github.com/magenta/ddsp
    
  • PyPi (? 3.1K / month · ? 1 · ⏱️ 25.05.2022):

    ip install ddsp
    
  • Conda (? 12K · ⏱️ 08.06.2020):

    onda install -c conda-forge ddsp
    
Madmom (?25 · ⭐ 960 · ?) - Python audio and music signal processing library. BSD-3
  • GitHub (?‍? 20 · ? 160 · ? 220 · ? 260 - 21% open · ⏱️ 06.01.2022):

    it clone https://github.com/CPJKU/madmom
    
  • PyPi (? 2.5K / month · ? 27 · ⏱️ 14.11.2018):

    ip install madmom
    
python-soundfile (?25 · ⭐ 480 · ?) - SoundFile is an audio library based on libsndfile, CFFI,.. BSD-3
  • GitHub (?‍? 24 · ? 76 · ? 4.4K · ? 170 - 39% open · ⏱️ 23.02.2022):

    it clone https://github.com/bastibe/python-soundfile
    
  • PyPi (? 980K / month · ? 540 · ⏱️ 27.11.2019):

    ip install soundfile
    
  • Conda:

    onda install -c anaconda pysoundfile
    
DeepSpeech (?23 · ⭐ 20K) - DeepSpeech is an open source embedded (offline, on-device).. MPL-2.0
  • GitHub (?‍? 140 · ? 3.6K):

    it clone https://github.com/mozilla/DeepSpeech
    
  • PyPi (? 8.4K / month · ? 40 · ⏱️ 19.12.2020):

    ip install deepspeech
    
  • Conda (? 970 · ⏱️ 29.07.2021):

    onda install -c conda-forge deepspeech
    
kapre (?22 · ⭐ 850) - kapre: Keras Audio Preprocessors. MIT
  • GitHub (?‍? 13 · ? 140 · ? 22 · ? 1.8K · ? 95 - 13% open · ⏱️ 04.07.2022):

    it clone https://github.com/keunwoochoi/kapre
    
  • PyPi (? 3.1K / month · ? 14 · ⏱️ 21.01.2022):

    ip install kapre
    
nnAudio (?20 · ⭐ 720 · ?) - Audio processing by using pytorch 1D convolution network. MIT
  • GitHub (?‍? 13 · ? 67 · ? 61 · ? 51 - 23% open · ⏱️ 24.12.2021):

    it clone https://github.com/KinWaiCheuk/nnAudio
    
  • PyPi (? 4.8K / month · ? 1 · ⏱️ 24.12.2021):

    ip install nnAudio
    
Show 9 hidden projects...
  • aubio (?28 · ⭐ 2.8K · ?) - a library for audio and music analysis. ❗️GPL-3.0
  • Essentia (?27 · ⭐ 2.2K) - C++ library for audio and music analysis, description and.. ❗️AGPL-3.0
  • python_speech_features (?24 · ⭐ 2.1K · ?) - This library provides common speech features for ASR.. MIT
  • Dejavu (?23 · ⭐ 5.9K · ?) - Audio fingerprinting and recognition in Python. MIT
  • TTS (?22 · ⭐ 6.2K · ?) - Deep learning for Text to Speech (Discussion forum:.. MPL-2.0
  • TimeSide (?22 · ⭐ 330) - Scalable audio processing framework written in Python with a.. ❗️AGPL-3.0
  • Julius (?17 · ⭐ 290) - Fast PyTorch based DSP for audio and 1D signals. MIT
  • Muda (?17 · ⭐ 210 · ?) - A library for augmenting annotated audio data. ISC
  • textlesslib (?9 · ⭐ 360) - Library for Textless Spoken Language Processing. MIT

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 (?42 · ⭐ 10K) - WebGL2 powered visualization framework. MIT
  • GitHub (?‍? 210 · ? 1.8K · ? 4.6K · ? 2.5K - 6% open · ⏱️ 20.09.2022):

    it clone https://github.com/visgl/deck.gl
    
  • PyPi (? 950K / month · ? 24 · ⏱️ 25.10.2021):

    ip install pydeck
    
  • Conda (? 190K · ⏱️ 26.10.2021):

    onda install -c conda-forge pydeck
    
  • npm (? 340K / month · ? 410 · ⏱️ 16.09.2022):

    pm install deck.gl
    
Shapely (?38 · ⭐ 3K) - Manipulation and analysis of geometric objects. BSD-3
  • GitHub (?‍? 140 · ? 480 · ? 270 · ? 33K · ? 940 - 18% open · ⏱️ 21.09.2022):

    it clone https://github.com/shapely/shapely
    
  • PyPi (? 8.7M / month · ⏱️ 03.08.2022):

    ip install shapely
    
  • Conda (? 4.5M · ⏱️ 18.08.2022):

    onda install -c conda-forge shapely
    
GeoPandas (?37 · ⭐ 3.3K) - Python tools for geographic data. BSD-3
  • GitHub (?‍? 180 · ? 730 · ? 1.6K · ? 16K · ? 1.4K - 30% open · ⏱️ 09.09.2022):

    it clone https://github.com/geopandas/geopandas
    
  • PyPi (? 3.8M / month · ? 1.2K · ⏱️ 21.06.2022):

    ip install geopandas
    
  • Conda (? 2M · ⏱️ 24.07.2022):

    onda install -c conda-forge geopandas
    
Rasterio (?37 · ⭐ 1.8K) - Rasterio reads and writes geospatial raster datasets. BSD-3
  • GitHub (?‍? 130 · ? 480 · ? 760 · ? 5.5K · ? 1.6K - 9% open · ⏱️ 08.09.2022):

    it clone https://github.com/rasterio/rasterio
    
  • PyPi (? 1M / month · ? 800 · ⏱️ 06.07.2022):

    ip install rasterio
    
  • Conda (? 1.8M · ⏱️ 19.08.2022):

    onda install -c conda-forge rasterio
    
pyproj (?37 · ⭐ 790) - Python interface to PROJ (cartographic projections and coordinate.. MIT
  • GitHub (?‍? 52 · ? 180 · ? 16K · ? 520 - 2% open · ⏱️ 22.09.2022):

    it clone https://github.com/pyproj4/pyproj
    
  • PyPi (? 5.8M / month · ? 1.7K · ⏱️ 22.04.2022):

    ip install pyproj
    
  • Conda (? 4.2M · ⏱️ 10.09.2022):

    onda install -c conda-forge pyproj
    
folium (?35 · ⭐ 5.9K) - Python Data. Leaflet.js Maps. MIT
  • GitHub (?‍? 130 · ? 2.1K · ? 18K · ? 960 - 23% open · ⏱️ 06.05.2022):

    it clone https://github.com/python-visualization/folium
    
  • PyPi (? 820K / month · ? 660 · ⏱️ 19.11.2021):

    ip install folium
    
  • Conda (? 1.1M · ⏱️ 03.12.2021):

    onda install -c conda-forge folium
    
geopy (?34 · ⭐ 3.7K) - Geocoding library for Python. MIT
  • GitHub (?‍? 130 · ? 590 · ? 42K · ? 280 - 13% open · ⏱️ 07.08.2022):

    it clone https://github.com/geopy/geopy
    
  • PyPi (? 4.5M / month · ? 3.9K · ⏱️ 11.07.2021):

    ip install geopy
    
  • Conda (? 810K · ⏱️ 12.07.2021):

    onda install -c conda-forge geopy
    
ipyleaflet (?33 · ⭐ 1.3K) - A Jupyter - Leaflet.js bridge. MIT
  • GitHub (?‍? 80 · ? 340 · ? 2.8K · ? 520 - 39% open · ⏱️ 22.09.2022):

    it clone https://github.com/jupyter-widgets/ipyleaflet
    
  • PyPi (? 100K / month · ? 110 · ⏱️ 07.07.2022):

    ip install ipyleaflet
    
  • Conda (? 890K · ⏱️ 23.08.2022):

    onda install -c conda-forge ipyleaflet
    
  • npm (? 50K / month · ? 3 · ⏱️ 23.08.2022):

    pm install jupyter-leaflet
    
Fiona (?33 · ⭐ 960) - Fiona reads and writes geographic data files. BSD-3
  • GitHub (?‍? 66 · ? 180 · ? 9.6K · ? 690 - 11% open · ⏱️ 01.03.2022):

    it clone https://github.com/Toblerity/Fiona
    
  • PyPi (? 3.9M / month · ? 790 · ⏱️ 10.06.2022):

    ip install fiona
    
  • Conda (? 3.4M · ⏱️ 30.05.2022):

    onda install -c conda-forge fiona
    
ArcGIS API (?30 · ⭐ 1.4K) - Documentation and samples for ArcGIS API for Python. Apache-2
  • GitHub (?‍? 81 · ? 920 · ? 5.6K · ? 510 - 10% open · ⏱️ 17.08.2022):

    it clone https://github.com/Esri/arcgis-python-api
    
  • PyPi (? 45K / month · ? 26 · ⏱️ 02.06.2022):

    ip install arcgis
    
  • Docker Hub (? 7.3K · ⭐ 36 · ⏱️ 17.06.2022):

    ocker pull esridocker/arcgis-api-python-notebook
    
geojson (?29 · ⭐ 740) - Python bindings and utilities for GeoJSON. BSD-3
  • GitHub (?‍? 48 · ? 97 · ? 10K · ? 88 - 27% open · ⏱️ 07.05.2022):

    it clone https://github.com/jazzband/geojson
    
  • PyPi (? 840K / month · ? 1.1K · ⏱️ 09.08.2019):

    ip install geojson
    
  • Conda (? 580K · ⏱️ 11.08.2019):

    onda install -c conda-forge geojson
    
PySAL (?28 · ⭐ 1.1K) - PySAL: Python Spatial Analysis Library Meta-Package. BSD-3
  • GitHub (?‍? 77 · ? 270 · ? 610 - 1% open · ⏱️ 23.07.2022):

    it clone https://github.com/pysal/pysal
    
  • PyPi (? 28K / month · ? 32 · ⏱️ 30.01.2022):

    ip install pysal
    
  • Conda (? 450K · ⏱️ 01.08.2022):

    onda install -c conda-forge pysal
    
GeoViews (?26 · ⭐ 440) - Simple, concise geographical visualization in Python. BSD-3
  • GitHub (?‍? 28 · ? 68 · ? 480 · ? 310 - 36% open · ⏱️ 24.08.2022):

    it clone https://github.com/holoviz/geoviews
    
  • PyPi (? 8K / month · ? 28 · ⏱️ 08.03.2022):

    ip install geoviews
    
  • Conda (? 120K · ⏱️ 08.03.2022):

    onda install -c conda-forge geoviews
    
EarthPy (?26 · ⭐ 390 · ?) - A package built to support working with spatial data using open.. BSD-3
  • GitHub (?‍? 40 · ? 140 · ? 160 · ? 230 - 8% open · ⏱️ 20.12.2021):

    it clone https://github.com/earthlab/earthpy
    
  • PyPi (? 9K / month · ? 7 · ⏱️ 01.10.2021):

    ip install earthpy
    
  • Conda (? 51K · ⏱️ 04.10.2021):

    onda install -c conda-forge earthpy
    
Show 8 hidden projects...
  • Geocoder (?33 · ⭐ 1.5K · ?) - Python Geocoder. MIT
  • Satpy (?30 · ⭐ 850) - Python package for earth-observing satellite data processing. ❗️GPL-3.0
  • Sentinelsat (?26 · ⭐ 810) - Search and download Copernicus Sentinel satellite images. ❗️GPL-3.0
  • gmaps (?23 · ⭐ 740 · ?) - Google maps for Jupyter notebooks. BSD-3
  • Mapbox GL (?23 · ⭐ 620 · ?) - Use Mapbox GL JS to visualize data in a Python Jupyter notebook. MIT
  • pymap3d (?23 · ⭐ 270) - pure-Python (Numpy optional) 3D coordinate conversions for geospace ecef.. BSD-2
  • prettymaps (?21 · ⭐ 8.8K · ?) - A small set of Python functions to draw pretty maps from.. ❗️AGPL-3.0
  • geoplotlib (?20 · ⭐ 970 · ?) - 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 (?37 · ⭐ 7.6K) - Download market data from Yahoo! Finances API. Apache-2
  • GitHub (?‍? 60 · ? 1.6K · ? 14K · ? 830 - 54% open · ⏱️ 21.09.2022):

    it clone https://github.com/ranaroussi/yfinance
    
  • PyPi (? 610K / month · ? 140 · ⏱️ 16.06.2022):

    ip install yfinance
    
  • Conda (? 54K · ⏱️ 10.07.2021):

    onda install -c ranaroussi yfinance
    
Qlib (?32 · ⭐ 9.6K) - Qlib is an AI-oriented quantitative investment platform, which aims to.. MIT
  • GitHub (?‍? 110 · ? 1.7K · ? 330 · ? 27 · ? 650 - 31% open · ⏱️ 19.09.2022):

    it clone https://github.com/microsoft/qlib
    
  • PyPi (? 2.4K / month · ⏱️ 15.06.2022):

    ip install pyqlib
    
ta (?30 · ⭐ 3.3K) - Technical Analysis Library using Pandas and Numpy. MIT
  • GitHub (?‍? 29 · ? 740 · ? 1.4K · ? 220 - 54% open · ⏱️ 23.08.2022):

    it clone https://github.com/bukosabino/ta
    
  • PyPi (? 80K / month · ? 34 · ⏱️ 16.04.2022):

    ip install ta
    
  • Conda (? 7.3K · ⏱️ 23.08.2022):

    onda install -c conda-forge ta
    
IB-insync (?28 · ⭐ 1.9K) - Python sync/async framework for Interactive Brokers API. BSD-2
  • GitHub (?‍? 32 · ? 500 · ? 430 - 1% open · ⏱️ 17.09.2022):

    it clone https://github.com/erdewit/ib_insync
    
  • PyPi (? 10K / month · ? 22 · ⏱️ 28.11.2021):

    ip install ib_insync
    
  • Conda (? 21K · ⏱️ 05.09.2022):

    onda install -c conda-forge ib-insync
    
ffn (?28 · ⭐ 1.3K) - ffn - a financial function library for Python. MIT
  • GitHub (?‍? 28 · ? 220 · ? 230 · ? 100 - 20% open · ⏱️ 01.07.2022):

    it clone https://github.com/pmorissette/ffn
    
  • PyPi (? 37K / month · ? 25 · ⏱️ 21.04.2021):

    ip install ffn
    
  • Conda (? 1.6K · ⏱️ 22.04.2021):

    onda install -c conda-forge ffn
    
bt (?27 · ⭐ 1.5K) - bt - flexible backtesting for Python. MIT
  • GitHub (?‍? 27 · ? 320 · ? 140 · ? 300 - 21% open · ⏱️ 24.08.2022):

    it clone https://github.com/pmorissette/bt
    
  • PyPi (? 4K / month · ? 21 · ⏱️ 21.04.2021):

    ip install bt
    
  • Conda (? 7.5K · ⏱️ 24.06.2022):

    onda install -c conda-forge bt
    
Enigma Catalyst (?26 · ⭐ 2.4K · ?) - An Algorithmic Trading Library for Crypto-Assets in.. Apache-2
  • GitHub (?‍? 150 · ? 700 · ? 25 · ? 490 - 27% open · ⏱️ 22.09.2021):

    it clone https://github.com/scrtlabs/catalyst
    
  • PyPi (? 370 / month · ? 2 · ⏱️ 11.11.2018):

    ip install enigma-catalyst
    
TensorTrade (?25 · ⭐ 4K) - An open source reinforcement learning framework for training,.. Apache-2
  • GitHub (?‍? 61 · ? 930 · ? 36 · ? 240 - 17% open · ⏱️ 23.08.2022):

    it clone https://github.com/tensortrade-org/tensortrade
    
  • PyPi (? 480 / month · ? 1 · ⏱️ 10.05.2021):

    ip install tensortrade
    
  • Conda (? 1.6K · ⏱️ 10.05.2021):

    onda install -c conda-forge tensortrade
    
tf-quant-finance (?23 · ⭐ 3.3K) - High-performance TensorFlow library for quantitative.. Apache-2
  • GitHub (?‍? 43 · ? 450 · ? 48 - 47% open · ⏱️ 22.09.2022):

    it clone https://github.com/google/tf-quant-finance
    
  • PyPi (? 2.5K / month · ? 2 · ⏱️ 31.05.2022):

    ip install tf-quant-finance
    
stockstats (?22 · ⭐ 1K · ?) - Supply a wrapper ``StockDataFrame`` based on the.. BSD-3
  • GitHub (?‍? 8 · ? 260 · ? 540 · ? 89 - 12% open · ⏱️ 07.01.2022):

    it clone https://github.com/jealous/stockstats
    
  • PyPi (? 6.9K / month · ? 29 · ⏱️ 07.01.2022):

    ip install stockstats
    
Crypto Signals (?21 · ⭐ 4.1K) - Github.com/CryptoSignal - #1 Quant Trading & Technical Analysis.. MIT
  • GitHub (?‍? 28 · ? 1.1K · ? 260 - 20% open · ⏱️ 09.08.2022):

    it clone https://github.com/CryptoSignal/crypto-signal
    
  • Docker Hub (? 140K · ⭐ 8 · ⏱️ 03.09.2020):

    ocker pull shadowreaver/crypto-signal
    
finmarketpy (?19 · ⭐ 3K) - Python library for backtesting trading strategies & analyzing.. Apache-2
  • GitHub (?‍? 14 · ? 450 · ? 40 · ? 5 · ? 26 - 88% open · ⏱️ 05.04.2022):

    it clone https://github.com/cuemacro/finmarketpy
    
  • PyPi (? 92 / month · ⏱️ 07.10.2021):

    ip install finmarketpy
    
Show 13 hidden projects...
  • zipline (?33 · ⭐ 15K · ?) - Zipline, a Pythonic Algorithmic Trading Library. Apache-2
  • arch (?30 · ⭐ 990) - ARCH models in Python. ❗️NCSA
  • backtrader (?29 · ⭐ 9.4K · ?) - Python Backtesting library for trading strategies. ❗️GPL-3.0
  • pyfolio (?29 · ⭐ 4.6K · ?) - Portfolio and risk analytics in Python. Apache-2
  • Alpha Vantage (?26 · ⭐ 3.7K · ?) - A python wrapper for Alpha Vantage API for financial data. MIT
  • Alphalens (?26 · ⭐ 2.4K · ?) - Performance analysis of predictive (alpha) stock factors. Apache-2
  • empyrical (?26 · ⭐ 980 · ?) - Common financial risk and performance metrics. Used by zipline.. Apache-2
  • PyAlgoTrade (?25 · ⭐ 3.8K · ?) - Python Algorithmic Trading Library. Apache-2
  • Backtesting.py (?21 · ⭐ 2.8K) - Backtest trading strategies in Python. ❗️AGPL-3.0
  • FinTA (?21 · ⭐ 1.7K) - Common financial technical indicators implemented in Pandas. ❗️LGPL-3.0
  • FinQuant (?19 · ⭐ 820 · ?) - A program for financial portfolio management, analysis and.. MIT
  • surpriver (?12 · ⭐ 1.5K · ?) - Find big moving stocks before they move using machine.. ❗️GPL-3.0
  • pyrtfolio (?8 · ⭐ 120 · ?) - 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.

Prophet (?36 · ⭐ 15K) - Tool for producing high quality forecasts for time series data that has.. MIT
  • GitHub (?‍? 160 · ? 4.3K · ? 860 · ? 1.9K - 13% open · ⏱️ 21.09.2022):

    it clone https://github.com/facebook/prophet
    
  • PyPi (? 1.8M / month · ? 130 · ⏱️ 05.09.2020):

    ip install fbprophet
    
  • Conda (? 110K · ⏱️ 10.09.2022):

    onda install -c conda-forge prophet
    
sktime (?35 · ⭐ 5.7K) - A unified framework for machine learning with time series. BSD-3
  • GitHub (?‍? 200 · ? 920 · ? 76 · ? 590 · ? 1.4K - 38% open · ⏱️ 22.09.2022):

    it clone https://github.com/alan-turing-institute/sktime
    
  • PyPi (? 330K / month · ? 26 · ⏱️ 29.06.2022):

    ip install sktime
    
  • Conda (? 14K · ⏱️ 06.09.2022):

    onda install -c conda-forge sktime-all-extras
    
pmdarima (?32 · ⭐ 1.2K) - A statistical library designed to fill the void in Pythons time series.. MIT
  • GitHub (?‍? 22 · ? 210 · ? 2.6K · ? 290 - 9% open · ⏱️ 21.09.2022):

    it clone https://github.com/alkaline-ml/pmdarima
    
  • PyPi (? 1.4M / month · ? 57 · ⏱️ 22.02.2022):

    ip install pmdarima
    
  • Conda (? 63K · ⏱️ 24.08.2022):

    onda install -c conda-forge pmdarima
    
STUMPY (?31 · ⭐ 2.4K) - STUMPY is a powerful and scalable Python library for modern time series.. BSD-3
  • GitHub (?‍? 31 · ? 230 · ? 260 · ? 340 - 11% open · ⏱️ 19.09.2022):

    it clone https://github.com/TDAmeritrade/stumpy
    
  • PyPi (? 170K / month · ? 4 · ⏱️ 31.03.2022):

    ip install stumpy
    
  • Conda (? 51K · ⏱️ 31.03.2022):

    onda install -c conda-forge stumpy
    
NeuralProphet (?30 · ⭐ 2.5K) - NeuralProphet: A simple forecasting package. MIT
  • GitHub (?‍? 29 · ? 330 · ? 120 · ? 310 - 25% open · ⏱️ 18.09.2022):

    it clone https://github.com/ourownstory/neural_prophet
    
  • PyPi (? 75K / month · ⏱️ 22.03.2022):

    ip install neuralprophet
    
pytorch-forecasting (?30 · ⭐ 2.3K) - Time series forecasting with PyTorch. MIT
  • GitHub (?‍? 33 · ? 360 · ? 510 - 50% open · ⏱️ 19.09.2022):

    it clone https://github.com/jdb78/pytorch-forecasting
    
  • PyPi (? 92K / month · ? 4 · ⏱️ 23.05.2022):

    ip install pytorch-forecasting
    
  • Conda (? 28K · ⏱️ 23.05.2022):

    onda install -c conda-forge pytorch-forecasting
    
tsfresh (?29 · ⭐ 6.6K · ?) - Automatic extraction of relevant features from time series:. MIT
  • GitHub (?‍? 82 · ? 1K · ? 490 - 10% open · ⏱️ 21.12.2021):

    it clone https://github.com/blue-yonder/tsfresh
    
  • PyPi (? 380K / month · ? 60 · ⏱️ 21.12.2021):

    ip install tsfresh
    
  • Conda (? 240K · ⏱️ 21.12.2021):

    onda install -c conda-forge tsfresh
    
Darts (?29 · ⭐ 4.7K) - A python library for easy manipulation and forecasting of time series. Apache-2
  • GitHub (?‍? 64 · ? 510 · ? 100 · ? 650 - 27% open · ⏱️ 22.09.2022):

    it clone https://github.com/unit8co/darts
    
  • PyPi (? 6.5K / month · ? 3 · ⏱️ 22.06.2022):

    ip install u8darts
    
  • Conda (? 14K · ⏱️ 13.08.2022):

    onda install -c conda-forge u8darts-all
    
  • Docker Hub (? 360 · ⏱️ 12.08.2022):

    ocker pull unit8/darts
    
GluonTS (?29 · ⭐ 3K) - Probabilistic time series modeling in Python. Apache-2
  • GitHub (?‍? 94 · ? 620 · ? 750 - 31% open · ⏱️ 21.09.2022):

    it clone https://github.com/awslabs/gluon-ts
    
  • PyPi (? 130K / month · ? 7 · ⏱️ 30.06.2022):

    ip install gluonts
    
  • Conda (? 140 · ⏱️ 14.10.2021):

    onda install -c anaconda gluonts
    
tslearn (?29 · ⭐ 2.2K) - A machine learning toolkit dedicated to time-series data. BSD-2
  • GitHub (?‍? 39 · ? 290 · ? 580 · ? 280 - 32% open · ⏱️ 26.08.2022):

    it clone https://github.com/tslearn-team/tslearn
    
  • PyPi (? 110K / month · ? 19 · ⏱️ 16.08.2021):

    ip install tslearn
    
  • Conda (? 300K · ⏱️ 15.01.2022):

    onda install -c conda-forge tslearn
    
StatsForecast (?28 · ⭐ 1.5K) - Lightning fast forecasting with statistical and econometric.. Apache-2
  • GitHub (?‍? 13 · ? 84 · ? 55 · ? 91 - 38% open · ⏱️ 31.08.2022):

    it clone https://github.com/Nixtla/statsforecast
    
  • PyPi (? 83K / month · ? 5 · ⏱️ 27.06.2022):

    ip install statsforecast
    
  • Conda (? 13K · ⏱️ 15.08.2022):

    onda install -c conda-forge statsforecast
    
uber/orbit (?27 · ⭐ 1.5K) - A Python package for Bayesian forecasting with object-oriented.. Apache-2
  • GitHub (?‍? 18 · ? 110 · ? 9 · ? 380 - 15% open · ⏱️ 14.09.2022):

    it clone https://github.com/uber/orbit
    
  • PyPi (? 230K / month · ? 1 · ⏱️ 28.04.2022):

    ip install orbit-ml
    
  • Conda (? 1.5K · ⏱️ 08.03.2022):

    onda install -c conda-forge orbit-ml
    
pyts (?25 · ⭐ 1.3K) - A Python package for time series classification. BSD-3
  • GitHub (?‍? 11 · ? 140 · ? 250 · ? 65 - 58% open · ⏱️ 16.06.2022):

    it clone https://github.com/johannfaouzi/pyts
    
  • PyPi (? 130K / month · ? 11 · ⏱️ 31.10.2021):

    ip install pyts
    
  • Conda (? 14K · ⏱️ 31.10.2021):

    onda install -c conda-forge pyts
    
Streamz (?25 · ⭐ 1.1K) - Real-time stream processing for python. BSD-3
  • GitHub (?‍? 45 · ? 140 · ? 320 · ? 250 - 41% open · ⏱️ 27.07.2022):

    it clone https://github.com/python-streamz/streamz
    
  • PyPi (? 13K / month · ? 35 · ⏱️ 04.10.2021):

    ip install streamz
    
  • Conda (? 400K · ⏱️ 28.07.2022):

    onda install -c conda-forge streamz
    
greykite (?23 · ⭐ 1.6K) - A flexible, intuitive and fast forecasting library. BSD-2
  • GitHub (?‍? 8 · ? 79 · ? 11 · ? 79 - 20% open · ⏱️ 31.08.2022):

    it clone https://github.com/linkedin/greykite
    
  • PyPi (? 18K / month · ⏱️ 15.12.2021):

    ip install greykite
    
seglearn (?22 · ⭐ 530) - Python module for machine learning time series:. BSD-3
  • GitHub (?‍? 14 · ? 61 · ? 12 · ? 29 - 20% open · ⏱️ 27.08.2022):

    it clone https://github.com/dmbee/seglearn
    
  • PyPi (? 830 / month · ? 1 · ⏱️ 13.03.2021):

    ip install seglearn
    
NeuralForecast (?20 · ⭐ 880) - Scalable and user friendly neural forecasting algorithms for time.. MIT
  • GitHub (?‍? 22 · ? 82 · ? 98 - 47% open · ⏱️ 23.06.2022):

    it clone https://github.com/Nixtla/neuralforecast
    
  • PyPi (? 2.5K / month · ⏱️ 02.06.2022):

    ip install neuralforecast
    
  • Conda (? 2.4K · ⏱️ 03.06.2022):

    onda install -c conda-forge neuralforecast
    
TSFEL (?20 · ⭐ 550) - An intuitive library to extract features from time series. BSD-3
  • GitHub (?‍? 14 · ? 83 · ? 40 · ? 57 - 22% open · ⏱️ 16.03.2022):

    it clone https://github.com/fraunhoferportugal/tsfel
    
  • PyPi (? 7K / month · ⏱️ 14.02.2021):

    ip install tsfel
    
Auto TS (?19 · ⭐ 480) - Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost.. Apache-2
  • GitHub (?‍? 6 · ? 88 · ? 77 - 10% open · ⏱️ 16.08.2022):

    it clone https://github.com/AutoViML/Auto_TS
    
  • PyPi (? 5.9K / month · ⏱️ 31.01.2022):

    ip install auto-ts
    
atspy (?14 · ⭐ 460 · ?) - AtsPy: Automated Time Series Models in Python (by @firmai). MIT
  • GitHub (?‍? 5 · ? 86 · ? 8 · ? 21 - 90% open · ⏱️ 18.12.2021):

    it clone https://github.com/firmai/atspy
    
  • PyPi (? 510 / month · ⏱️ 24.04.2020):

    ip install atspy
    
Show 8 hidden projects...
  • PyFlux (?25 · ⭐ 2K · ?) - Open source time series library for Python. BSD-3
  • luminol (?22 · ⭐ 1.1K · ?) - Anomaly Detection and Correlation library. Apache-2
  • pydlm (?20 · ⭐ 430 · ?) - A python library for Bayesian time series modeling. BSD-3
  • tick (?20 · ⭐ 400 · ?) - Module for statistical learning, with a particular emphasis on time-.. BSD-3
  • ADTK (?19 · ⭐ 860 · ?) - A Python toolkit for rule-based/unsupervised anomaly detection in time.. MPL-2.0
  • matrixprofile-ts (?19 · ⭐ 690 · ?) - A Python library for detecting patterns and anomalies.. Apache-2
  • tsflex (?16 · ⭐ 170) - Flexible time series feature extraction & processing. MIT
  • tsaug (?13 · ⭐ 260 · ?) - A Python package for time series augmentation. 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 (?37 · ⭐ 2K · ?) - MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in.. BSD-3
  • GitHub (?‍? 310 · ? 1.1K · ? 1.9K · ? 4.3K - 10% open · ⏱️ 21.09.2022):

    it clone https://github.com/mne-tools/mne-python
    
  • PyPi (? 54K / month · ? 220 · ⏱️ 12.05.2022):

    ip install mne
    
  • Conda (? 230K · ⏱️ 24.08.2022):

    onda install -c conda-forge mne
    
NIPYPE (?35 · ⭐ 650) - Workflows and interfaces for neuroimaging packages. Apache-2
  • GitHub (?‍? 240 · ? 500 · ? 1.1K · ? 1.3K - 29% open · ⏱️ 21.09.2022):

    it clone https://github.com/nipy/nipype
    
  • PyPi (? 72K / month · ? 160 · ⏱️ 06.06.2022):

    ip install nipype
    
  • Conda (? 500K · ⏱️ 21.09.2022):

    onda install -c conda-forge nipype
    
MONAI (?34 · ⭐ 3.4K) - AI Toolkit for Healthcare Imaging. Apache-2
  • GitHub (?‍? 120 · ? 660 · ? 500 · ? 2K - 11% open · ⏱️ 21.09.2022):

    it clone https://github.com/Project-MONAI/MONAI
    
  • PyPi (? 45K / month · ? 20 · ⏱️ 05.07.2022):

    ip install monai
    
  • Conda (? 4.6K · ⏱️ 16.09.2022):

    onda install -c conda-forge monai
    
Nilearn (?34 · ⭐ 890 · ?) - Machine learning for NeuroImaging in Python. BSD-3
  • GitHub (?‍? 190 · ? 460 · ? 69 · ? 1.7K · ? 1.7K - 16% open · ⏱️ 27.08.2022):

    it clone https://github.com/nilearn/nilearn
    
  • PyPi (? 29K / month · ? 240 · ⏱️ 13.04.2022):

    ip install nilearn
    
  • Conda (? 180K · ⏱️ 24.08.2022):

    onda install -c conda-forge nilearn
    
Lifelines (?33 · ⭐ 2K) - Survival analysis in Python. MIT
  • GitHub (?‍? 100 · ? 490 · ? 1.1K · ? 880 - 26% open · ⏱️ 21.09.2022):

    it clone https://github.com/CamDavidsonPilon/lifelines
    
  • PyPi (? 420K / month · ? 110 · ⏱️ 26.06.2022):

    ip install lifelines
    
  • Conda (? 210K · ⏱️ 18.05.2022):

    onda install -c conda-forge lifelines
    
NiBabel (?33 · ⭐ 500) - Python package to access a cacophony of neuro-imaging file formats. MIT
  • GitHub (?‍? 94 · ? 240 · ? 470 - 30% open · ⏱️ 14.09.2022):

    it clone https://github.com/nipy/nibabel
    
  • PyPi (? 250K / month · ? 1K · ⏱️ 18.06.2022):

    ip install nibabel
    
  • Conda (? 480K · ⏱️ 31.08.2022):

    onda install -c conda-forge nibabel
    
Hail (?32 · ⭐ 820) - Scalable genomic data analysis. MIT
  • GitHub (?‍? 82 · ? 220 · ? 80 · ? 2.1K - 2% open · ⏱️ 22.09.2022):

    it clone https://github.com/hail-is/hail
    
  • PyPi (? 33K / month · ? 12 · ⏱️ 07.07.2022):

    ip install hail
    
DIPY (?30 · ⭐ 540) - DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic.. BSD-3
  • GitHub (?‍? 130 · ? 360 · ? 610 · ? 820 - 18% open · ⏱️ 25.08.2022):

    it clone https://github.com/dipy/dipy
    
  • PyPi (? 18K / month · ? 80 · ⏱️ 11.03.2022):

    ip install dipy
    
  • Conda (? 330K · ⏱️ 15.03.2022):

    onda install -c conda-forge dipy
    
pyRiemann (?25 · ⭐ 420) - Python machine learning package based on sklearn API for multivariate.. BSD-3
  • GitHub (?‍? 21 · ? 130 · ? 150 · ? 93 - 17% open · ⏱️ 04.09.2022):

    it clone https://github.com/pyRiemann/pyRiemann
    
  • PyPi (? 33K / month · ? 13 · ⏱️ 27.06.2021):

    ip install pyriemann
    
DeepVariant (?24 · ⭐ 2.6K) - DeepVariant is an analysis pipeline that uses a deep neural.. BSD-3
  • GitHub (?‍? 24 · ? 640 · ? 4.2K · ? 520 - 1% open · ⏱️ 02.06.2022):

    it clone https://github.com/google/deepvariant
    
  • Conda (? 44K · ⏱️ 05.06.2022):

    onda install -c bioconda deepvariant
    
Medical Detection Toolkit (?14 · ⭐ 1.2K) - The Medical Detection Toolkit contains 2D + 3D.. Apache-2
  • GitHub (?‍? 3 · ? 290 · ? 130 - 33% open · ⏱️ 04.04.2022):

    it clone https://github.com/MIC-DKFZ/medicaldetectiontoolkit
    
Show 9 hidden projects...
  • NiftyNet (?25 · ⭐ 1.3K · ?) - [unmaintained] An open-source convolutional neural.. Apache-2
  • NIPY (?23 · ⭐ 320 · ?) - Neuroimaging in Python FMRI analysis package. BSD-3
  • MedPy (?21 · ⭐ 430) - Medical image processing in Python. ❗️GPL-3.0
  • Glow (?21 · ⭐ 210) - An open-source toolkit for large-scale genomic analysis. Apache-2
  • DLTK (?20 · ⭐ 1.3K · ?) - Deep Learning Toolkit for Medical Image Analysis. Apache-2
  • Brainiak (?20 · ⭐ 280 · ?) - Brain Imaging Analysis Kit. Apache-2
  • MedicalTorch (?15 · ⭐ 790 · ?) - A medical imaging framework for Pytorch. Apache-2
  • DeepNeuro (?13 · ⭐ 110 · ?) - A deep learning python package for neuroimaging data. Made by:. MIT
  • MedicalNet (?12 · ⭐ 1.5K · ?) - 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.

carefree-learn (?21 · ⭐ 360) - Deep Learning PyTorch. MIT
  • GitHub (?‍? 1 · ? 33 · ? 3 · ⏱️ 22.09.2022):

    it clone https://github.com/carefree0910/carefree-learn
    
  • PyPi (? 100 / month · ⏱️ 20.06.2022):

    ip install carefree-learn
    
pytorch_tabular (?17 · ⭐ 730) - A standard framework for modelling Deep Learning Models.. MIT
  • GitHub (?‍? 10 · ? 76 · ? 73 - 27% open · ⏱️ 07.06.2022):

    it clone https://github.com/manujosephv/pytorch_tabular
    
  • PyPi (? 2K / month · ? 1 · ⏱️ 01.09.2021):

    ip install pytorch_tabular
    
deltapy (?11 · ⭐ 460) - DeltaPy - Tabular Data Augmentation (by @firmai). MIT
  • GitHub (?‍? 4 · ? 46 · ? 2 · ? 3 - 66% open · ⏱️ 01.03.2022):

    it clone https://github.com/firmai/deltapy
    
  • PyPi (? 98 / month · ⏱️ 09.04.2020):

    ip install deltapy
    
Show 2 hidden projects...
  • miceforest (?23 · ⭐ 180) - Multiple Imputation with LightGBM in Python. MIT
  • upgini (?17 · ⭐ 140) - Free automated data enrichment library for machine learning searches.. BSD-3

Optical Character Recognition

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

PaddleOCR (?37 · ⭐ 25K) - Awesome multilingual OCR toolkits based on PaddlePaddle.. Apache-2
  • GitHub (?‍? 110 · ? 5.1K · ? 840 · ? 5.5K - 19% open · ⏱️ 22.09.2022):

    it clone https://github.com/PaddlePaddle/PaddleOCR
    
  • PyPi (? 37K / month · ? 9 · ⏱️ 10.05.2022):

    ip install paddleocr
    
EasyOCR (?35 · ⭐ 16K) - Ready-to-use OCR with 80+ supported languages and all popular writing.. Apache-2
  • GitHub (?‍? 110 · ? 2.2K · ? 2.2M · ? 1.6K · ? 660 - 17% open · ⏱️ 17.09.2022):

    it clone https://github.com/JaidedAI/EasyOCR
    
  • PyPi (? 110K / month · ? 37 · ⏱️ 02.06.2022):

    ip install easyocr
    
Tesseract (?33 · ⭐ 4.4K) - Python-tesseract is an optical character recognition (OCR) tool.. Apache-2
  • GitHub (?‍? 43 · ? 620 · ? 320 - 5% open · ⏱️ 16.08.2022):

    it clone https://github.com/madmaze/pytesseract
    
  • PyPi (? 640K / month · ? 960 · ⏱️ 19.02.2022):

    ip install pytesseract
    
  • Conda (? 530K · ⏱️ 15.03.2022):

    onda install -c conda-forge pytesseract
    
OCRmyPDF (?30 · ⭐ 7.1K) - OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them.. MPL-2.0
  • GitHub (?‍? 74 · ? 610 · ? 890 - 10% open · ⏱️ 21.09.2022):

    it clone https://github.com/ocrmypdf/OCRmyPDF
    
  • PyPi (? 25K / month · ? 13 · ⏱️ 04.07.2022):

    ip install ocrmypdf
    
  • Conda (? 26K · ⏱️ 22.09.2022):

    onda install -c conda-forge ocrmypdf
    
MMOCR (?28 · ⭐ 2.8K) - OpenMMLab Text Detection, Recognition and Understanding Toolbox. Apache-2
  • GitHub (?‍? 60 · ? 520 · ? 26 · ? 720 - 18% open · ⏱️ 21.09.2022):

    it clone https://github.com/open-mmlab/mmocr
    
  • PyPi (? 8.6K / month · ? 1 · ⏱️ 05.05.2022):

    ip install mmocr
    
tesserocr (?28 · ⭐ 1.7K) - A Python wrapper for the tesseract-ocr API. MIT
  • GitHub (?‍? 27 · ? 220 · ? 700 · ? 250 - 32% open · ⏱️ 26.08.2022):

    it clone https://github.com/sirfz/tesserocr
    
  • PyPi (? 51K / month · ? 67 · ⏱️ 19.06.2021):

    ip install tesserocr
    
  • Conda (? 84K · ⏱️ 04.05.2022):

    onda install -c conda-forge tesserocr
    
pdftabextract (?21 · ⭐ 2K) - A set of tools for extracting tables from PDF files helping to.. Apache-2
  • GitHub (?‍? 3 · ? 350 · ? 42 · ? 21 - 14% open · ⏱️ 24.06.2022):

    it clone https://github.com/WZBSocialScienceCenter/pdftabextract
    
  • PyPi (? 600 / month · ? 1 · ⏱️ 09.01.2018):

    ip install pdftabextract
    
keras-ocr (?21 · ⭐ 1.1K) - A packaged and flexible version of the CRAFT text detector and.. MIT
  • GitHub (?‍? 15 · ? 280 · ? 310K · ? 180 - 39% open · ⏱️ 19.05.2022):

    it clone https://github.com/faustomorales/keras-ocr
    
  • PyPi (? 5.9K / month · ? 2 · ⏱️ 19.05.2022):

    ip install keras-ocr
    
  • Conda (? 100 · ⏱️ 14.01.2022):

    onda install -c anaconda keras-ocr
    
attention-ocr (?21 · ⭐ 920 · ?) - A Tensorflow model for text recognition (CNN + seq2seq.. MIT
  • GitHub (?‍? 27 · ? 240 · ? 20 · ? 150 - 15% open · ⏱️ 29.10.2021):

    it clone https://github.com/emedvedev/attention-ocr
    
  • PyPi (? 180 / month · ⏱️ 19.04.2019):

    ip install aocr
    
calamari (?20 · ⭐ 940) - Line based ATR Engine based on OCRopy. Apache-2
  • GitHub (?‍? 19 · ? 190 · ? 250 - 19% open · ⏱️ 10.06.2022):

    it clone https://github.com/Calamari-OCR/calamari
    
  • PyPi (? 850 / month · ? 2 · ⏱️ 13.11.2018):

    ip install calamari_ocr
    
Mozart (?10 · ⭐ 410) - An optical music recognition (OMR) system. Converts sheet music.. Apache-2
  • GitHub (?‍? 5 · ? 59 · ? 12 - 25% open · ⏱️ 24.08.2022):

    it clone https://github.com/aashrafh/Mozart
    
Show 1 hidden projects...
  • doc2text (?20 · ⭐ 1.3K · ?) - Detect text blocks and OCR poorly scanned PDFs in bulk. Python.. MIT

Data Containers & Structures

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

best-of-python - Data Containers ( ⭐ 2.5K) - 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.

best-of-python - Data Extraction ( ⭐ 2.5K) - 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.

best-of-web-python - Web Scraping ( ⭐ 1.7K) - 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.

best-of-python - Data Pipelines ( ⭐ 2.5K) - 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 (?44 · ⭐ 22K) - Ray is a unified framework for scaling AI and Python applications. Ray.. Apache-2
  • GitHub (?‍? 760 · ? 3.9K · ? 5.9K · ? 12K - 23% open · ⏱️ 22.09.2022):

    it clone https://github.com/ray-project/ray
    
  • PyPi (? 1.9M / month · ? 280 · ⏱️ 09.06.2022):

    ip install ray
    
  • Conda (? 61K · ⏱️ 08.09.2022):

    onda install -c conda-forge ray-tune
    
dask (?43 · ⭐ 10K) - Parallel computing with task scheduling. BSD-3
  • GitHub (?‍? 560 · ? 1.5K · ? 40K · ? 4.6K - 17% open · ⏱️ 16.09.2022):

    it clone https://github.com/dask/dask
    
  • PyPi (? 6.5M / month · ? 2.7K · ⏱️ 24.06.2022):

    ip install dask
    
  • Conda (? 6.6M · ⏱️ 16.09.2022):

    onda install -c conda-forge dask
    
dask.distributed (?40 · ⭐ 1.4K · ?) - A distributed task scheduler for Dask. BSD-3
  • GitHub (?‍? 290 · ? 640 · ? 25K · ? 3.2K - 38% open · ⏱️ 21.09.2022):

    it clone https://github.com/dask/distributed
    
  • PyPi (? 4.7M / month · ? 1.2K · ⏱️ 24.06.2022):

    ip install distributed
    
  • Conda (? 8M · ⏱️ 16.09.2022):

    onda install -c conda-forge distributed
    
horovod (?38 · ⭐ 13K) - Distributed training framework for TensorFlow, Keras, PyTorch, and.. Apache-2
  • GitHub (?‍? 160 · ? 2.1K · ? 670 · ? 2.1K - 15% open · ⏱️ 20.09.2022):

    it clone https://github.com/horovod/horovod
    
  • PyPi (? 67K / month · ? 30 · ⏱️ 21.06.2022):

    ip install horovod
    
DeepSpeed (?34 · ⭐ 7.8K) - DeepSpeed is a deep learning optimization library that makes.. MIT
  • GitHub (?‍? 130 · ? 900 · ? 370 · ? 1.1K - 51% open · ⏱️ 21.09.2022):

    it clone https://github.com/microsoft/DeepSpeed
    
  • PyPi (? 480K / month · ? 12 · ⏱️ 25.05.2022):

    ip install deepspeed
    
  • Docker Hub (? 14K · ⭐ 3 · ⏱️ 02.09.2022):

    ocker pull deepspeed/deepspeed
    
H2O-3 (?34 · ⭐ 6K) - H2O is an Open Source, Distributed, Fast & Scalable Machine Learning.. Apache-2
  • GitHub (?‍? 230 · ? 1.9K · ⏱️ 21.09.2022):

    it clone https://github.com/h2oai/h2o-3
    
  • PyPi (? 460K / month · ? 76 · ⏱️ 26.05.2022):

    ip install h2o
    
BigDL (?33 · ⭐ 4K) - Building Large-Scale AI Applications for Distributed Big Data. Apache-2
  • GitHub (?‍? 170 · ? 1K · ? 38 · ? 1.6K - 37% open · ⏱️ 22.09.2022):

    it clone https://github.com/intel-analytics/BigDL
    
  • PyPi (? 4.1K / month · ? 1 · ⏱️ 07.07.2022):

    ip install bigdl
    
  • Maven (? 4 · ⏱️ 20.04.2021):

    dependency>
    <groupId>com.intel.analytics.bigdl</groupId>
    <artifactId>bigdl-SPARK_2.4</artifactId>
    <version>[VERSION]</version>
    /dependency>
    
metrics (?33 · ⭐ 1.1K) - Machine learning metrics for distributed, scalable PyTorch.. Apache-2
  • GitHub (?‍? 150 · ? 220 · ? 940 · ? 4.7K · ? 460 - 14% open · ⏱️ 22.09.2022):

    it clone https://github.com/Lightning-AI/metrics
    
  • PyPi (? 2.6K / month · ? 14 · ⏱️ 28.04.2018):

    ip install metrics
    
  • Conda (? 490K · ⏱️ 24.07.2022):

    onda install -c conda-forge torchmetrics
    
FairScale (?31 · ⭐ 1.9K) - PyTorch extensions for high performance and large scale training. BSD-3
  • GitHub (?‍? 63 · ? 180 · ? 550 · ? 320 - 21% open · ⏱️ 13.09.2022):

    it clone https://github.com/facebookresearch/fairscale
    
  • PyPi (? 290K / month · ? 20 · ⏱️ 09.03.2022):

    ip install fairscale
    
  • Conda (? 53K · ⏱️ 20.06.2022):

    onda install -c conda-forge fairscale
    
dask-ml (?29 · ⭐ 820) - Scalable Machine Learning with Dask. BSD-3
  • GitHub (?‍? 76 · ? 230 · ? 660 · ? 490 - 50% open · ⏱️ 19.06.2022):

    it clone https://github.com/dask/dask-ml
    
  • PyPi (? 55K / month · ? 57 · ⏱️ 27.05.2022):

    ip install dask-ml
    
  • Conda (? 460K · ⏱️ 27.05.2022):

    onda install -c conda-forge dask-ml
    
ColossalAI (?28 · ⭐ 4.9K) - Colossal-AI: A Unified Deep Learning System for Big Model Era. Apache-2
  • GitHub (?‍? 72 · ? 500 · ? 120 · ? 230 - 29% open · ⏱️ 22.09.2022):

    it clone https://github.com/hpcaitech/colossalai
    
TensorFlowOnSpark (?28 · ⭐ 3.8K) - TensorFlowOnSpark brings TensorFlow programs to.. Apache-2
  • GitHub (?‍? 34 · ? 960 · ? 360 - 2% open · ⏱️ 21.04.2022):

    it clone https://github.com/yahoo/TensorFlowOnSpark
    
  • PyPi (? 200K / month · ? 5 · ⏱️ 21.04.2022):

    ip install tensorflowonspark
    
  • Conda (? 13K · ⏱️ 21.08.2022):

    onda install -c conda-forge tensorflowonspark
    
SynapseML (?28 · ⭐ 3.8K) - Simple and Distributed Machine Learning. MIT
  • GitHub (?‍? 99 · ? 700 · ? 610 - 41% open · ⏱️ 20.09.2022):

    it clone https://github.com/microsoft/SynapseML
    
  • PyPi (? 57K / month · ? 1 · ⏱️ 12.01.2022):

    ip install synapseml
    
Elephas (?28 · ⭐ 1.5K) - Distributed Deep learning with Keras & Spark. MIT keras
  • GitHub (?‍? 27 · ? 300 · ? 58 · ? 160 - 10% open · ⏱️ 31.08.2022):

    it clone https://github.com/maxpumperla/elephas
    
  • PyPi (? 89K / month · ? 3 · ⏱️ 30.03.2022):

    ip install elephas
    
  • Conda (? 9.5K · ⏱️ 02.06.2021):

    onda install -c conda-forge elephas
    
petastorm (?28 · ⭐ 1.5K) - Petastorm library enables single machine or distributed training.. Apache-2
  • GitHub (?‍? 45 · ? 260 · ? 340 · ? 77 · ? 300 - 52% open · ⏱️ 14.09.2022):

    it clone https://github.com/uber/petastorm
    
  • PyPi (? 57K / month · ? 7 · ⏱️ 19.02.2022):

    ip install petastorm
    
mpi4py (?28 · ⭐ 570) - Python bindings for MPI. BSD-2
  • GitHub (?‍? 21 · ? 83 · ? 6.6K · ? 87 - 9% open · ⏱️ 21.09.2022):

    it clone https://github.com/mpi4py/mpi4py
    
  • PyPi (? 240K / month · ? 620 · ⏱️ 25.11.2021):

    ip install mpi4py
    
  • Conda (? 1.4M · ⏱️ 12.08.2022):

    onda install -c conda-forge mpi4py
    
Mesh (?26 · ⭐ 1.3K) - Mesh TensorFlow: Model Parallelism Made Easier. Apache-2
  • GitHub (?‍? 48 · ? 220 · ? 720 · ? 110 - 87% open · ⏱️ 19.09.2022):

    it clone https://github.com/tensorflow/mesh
    
  • PyPi (? 25K / month · ? 32 · ⏱️ 15.05.2022):

    ip install mesh-tensorflow
    
Hivemind (?25 · ⭐ 1.1K) - Decentralized deep learning in PyTorch. Built to train models on.. MIT
  • GitHub (?‍? 23 · ? 68 · ? 12 · ? 130 - 31% open · ⏱️ 10.09.2022):

    it clone https://github.com/learning-at-home/hivemind
    
  • PyPi (? 5.8K / month · ? 2 · ⏱️ 20.06.2022):

    ip install hivemind
    
MMLSpark (?24 · ⭐ 3.8K) - Simple and Distributed Machine Learning. MIT
  • GitHub (?‍? 99 · ? 700 · ? 610 - 41% open · ⏱️ 20.09.2022):

    it clone https://github.com/microsoft/SynapseML
    
  • PyPi (? 3 / month · ⏱️ 18.03.2020):

    ip install mmlspark
    
analytics-zoo (?24 · ⭐ 2.5K) - Distributed Tensorflow, Keras and PyTorch on Apache.. Apache-2
  • GitHub (?‍? 110 · ? 720 · ? 3 · ? 1.4K - 39% open · ⏱️ 01.06.2022):

    it clone https://github.com/intel-analytics/analytics-zoo
    
  • PyPi (? 1.1K / month · ? 1 · ⏱️ 07.07.2022):

    ip install analytics-zoo
    
Submit it (?23 · ⭐ 700) - Python 3.6+ toolbox for submitting jobs to Slurm. MIT
  • GitHub (?‍? 23 · ? 75 · ? 76 - 36% open · ⏱️ 21.09.2022):

    it clone https://github.com/facebookincubator/submitit
    
  • PyPi (? 50K / month · ? 6 · ⏱️ 07.04.2022):

    ip install submitit
    
  • Conda (? 8.9K · ⏱️ 10.02.2021):

    onda install -c conda-forge submitit
    
BytePS (?20 · ⭐ 3.3K · ?) - A high performance and generic framework for distributed DNN.. Apache-2
  • GitHub (?‍? 19 · ? 450 · ? 260 - 38% open · ⏱️ 10.02.2022):

    it clone https://github.com/bytedance/byteps
    
  • PyPi (? 33 / month · ⏱️ 02.08.2021):

    ip install byteps
    
  • Docker Hub (? 1.3K · ⏱️ 03.03.2020):

    ocker pull bytepsimage/tensorflow
    
Apache Singa (?20 · ⭐ 2.7K) - a distributed deep learning platform. Apache-2
  • GitHub (?‍? 79 · ? 780 · ? 1 · ? 100 - 38% open · ⏱️ 01.06.2022):

    it clone https://github.com/apache/singa
    
  • Conda (? 530 · ⏱️ 09.08.2021):

    onda install -c nusdbsystem singa
    
  • Docker Hub (? 1.2K · ⭐ 4 · ⏱️ 31.05.2022):

    ocker pull apache/singa
    
parallelformers (?19 · ⭐ 510) - Parallelformers: An Efficient Model Parallelization.. Apache-2
  • GitHub (?‍? 5 · ? 35 · ? 10 · ? 29 - 41% open · ⏱️ 27.07.2022):

    it clone https://github.com/tunib-ai/parallelformers
    
  • PyPi (? 290 / month · ⏱️ 29.12.2021):

    ip install parallelformers
    
mesh-transformer-jax (?16 · ⭐ 4.5K · ?) - Model parallel transformers in JAX and Haiku. Apache-2
  • GitHub (?‍? 23 · ? 600 · ? 180 - 15% open · ⏱️ 28.01.2022):

    it clone https://github.com/kingoflolz/mesh-transformer-jax
    
moolib (?12 · ⭐ 340) - A library for distributed ML training with PyTorch. MIT
  • GitHub (?‍? 4 · ? 16 · ? 3 · ? 16 - 31% open · ⏱️ 21.09.2022):

    it clone https://github.com/facebookresearch/moolib
    
Show 10 hidden projects...
  • DEAP (?33 · ⭐ 4.8K) - Distributed Evolutionary Algorithms in Python. ❗️LGPL-3.0
  • ipyparallel (?30 · ⭐ 2.3K) - IPython Parallel: Interactive Parallel Computing in.. ❗Unlicensed
  • launchpad (?22 · ⭐ 280) - Launchpad is a library that simplifies writing distributed.. Apache-2
  • TensorFrames (?20 · ⭐ 760 · ?) - [DEPRECATED] Tensorflow wrapper for DataFrames on.. Apache-2
  • sk-dist (?20 · ⭐ 280 · ?) - Distributed scikit-learn meta-estimators in PySpark. Apache-2
  • somoclu (?19 · ⭐ 240) - Massively parallel self-organizing maps: accelerate training on multicore.. MIT
  • Fiber (?17 · ⭐ 990 · ?) - Distributed Computing for AI Made Simple. Apache-2
  • bluefog (?16 · ⭐ 270) - Distributed and decentralized training framework for PyTorch.. Apache-2
  • LazyCluster (?13 · ⭐ 43 · ?) - Distributed machine learning made simple. Apache-2
  • autodist (?10 · ⭐ 120 · ?) - Simple Distributed Deep Learning on TensorFlow. Apache-2

Hyperparameter Optimization & AutoML

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Libraries for hyperparameter optimization, automl and neural architecture search.

Optuna (?40 · ⭐ 6.9K) - A hyperparameter optimization framework. MIT
  • GitHub (?‍? 200 · ? 750 · ? 4.2K · ? 1.3K - 7% open · ⏱️ 20.09.2022):

    it clone https://github.com/optuna/optuna
    
  • PyPi (? 1.6M / month · ? 240 · ⏱️ 13.06.2022):

    ip install optuna
    
  • Conda (? 330K · ⏱️ 16.09.2022):

    onda install -c conda-forge optuna
    
NNI (?36 · ⭐ 12K) - An open source AutoML toolkit for automate machine learning lifecycle,.. MIT
  • GitHub (?‍? 180 · ? 1.7K · ? 270 · ? 1.7K - 13% open · ⏱️ 19.09.2022):

    it clone https://github.com/microsoft/nni
    
  • PyPi (? 31K / month · ? 30 · ⏱️ 22.06.2022):

    ip install nni
    
AutoKeras (?34 · ⭐ 8.6K) - AutoML library for deep learning. Apache-2
  • GitHub (?‍? 140 · ? 1.4K · ? 8.4K · ? 360 · ? 840 - 11% open · ⏱️ 14.09.2022):

    it clone https://github.com/keras-team/autokeras
    
  • PyPi (? 27K / month · ? 10 · ⏱️ 30.04.2022):

    ip install autokeras
    
auto-sklearn (?34 · ⭐ 6.5K) - Automated Machine Learning with scikit-learn. BSD-3
  • GitHub (?‍? 86 · ? 1.2K · ? 39 · ? 320 · ? 930 - 13% open · ⏱️ 20.09.2022):

    it clone https://github.com/automl/auto-sklearn
    
  • PyPi (? 34K / month · ? 30 · ⏱️ 04.05.2022):

    ip install auto-sklearn
    
  • Conda (? 9.8K · ⏱️ 21.09.2022):

    onda install -c conda-forge auto-sklearn
    
Hyperopt (?33 · ⭐ 6.4K · ?) - Distributed Asynchronous Hyperparameter Optimization in Python. BSD-3
  • GitHub (?‍? 93 · ? 970 · ? 7.7K · ? 610 - 61% open · ⏱️ 29.11.2021):

    it clone https://github.com/hyperopt/hyperopt
    
  • PyPi (? 1.6M / month · ? 420 · ⏱️ 17.11.2021):

    ip install hyperopt
    
  • Conda (? 530K · ⏱️ 30.04.2022):

    onda install -c conda-forge hyperopt
    
featuretools (?33 · ⭐ 6.3K) - An open source python library for automated feature engineering. BSD-3
  • GitHub (?‍? 68 · ? 830 · ? 870 - 18% open · ⏱️ 21.09.2022):

    it clone https://github.com/alteryx/featuretools
    
  • PyPi (? 150K / month · ? 64 · ⏱️ 05.07.2022):

    ip install featuretools
    
  • Conda (? 110K · ⏱️ 01.09.2022):

    onda install -c conda-forge featuretools
    
Keras Tuner (?33 · ⭐ 2.6K) - Hyperparameter tuning for Keras and more. Apache-2
  • GitHub (?‍? 50 · ? 340 · ? 1.6K · ? 400 - 43% open · ⏱️ 20.09.2022):

    it clone https://github.com/keras-team/keras-tuner
    
  • PyPi (? 610K / month · ? 46 · ⏱️ 25.03.2022):

    ip install keras-tuner
    
  • Conda (? 9.3K · ⏱️ 12.01.2022):

    onda install -c conda-forge keras-tuner
    
BoTorch (?33 · ⭐ 2.4K) - Bayesian optimization in PyTorch. MIT
  • GitHub (?‍? 81 · ? 270 · ? 320 · ? 310 - 19% open · ⏱️ 16.09.2022):

    it clone https://github.com/pytorch/botorch
    
  • PyPi (? 180K / month · ? 18 · ⏱️ 21.04.2022):

    ip install botorch
    
  • Conda (? 40K · ⏱️ 14.09.2022):

    onda install -c conda-forge botorch
    
Bayesian Optimization (?32 · ⭐ 6.3K) - A Python implementation of global optimization with.. MIT
  • GitHub (?‍? 36 · ? 1.3K · ? 100 · ? 1.4K · ? 270 - 9% open · ⏱️ 30.08.2022):

    it clone https://github.com/fmfn/BayesianOptimization
    
  • PyPi (? 190K / month · ? 91 · ⏱️ 16.05.2020):

    ip install bayesian-optimization
    
scikit-optimize (?32 · ⭐ 2.4K · ?) - Sequential model-based optimization with a.. BSD-3
  • GitHub (?‍? 76 · ? 430 · ? 3.1K · ? 620 - 37% open · ⏱️ 12.10.2021):

    it clone https://github.com/scikit-optimize/scikit-optimize
    
  • PyPi (? 720K / month · ? 170 · ⏱️ 12.10.2021):

    ip install scikit-optimize
    
  • Conda (? 580K · ⏱️ 15.12.2021):

    onda install -c conda-forge scikit-optimize
    
Ax (?32 · ⭐ 1.9K) - Adaptive Experimentation Platform. MIT
  • GitHub (?‍? 120 · ? 210 · ? 320 · ? 480 - 13% open · ⏱️ 21.09.2022):

    it clone https://github.com/facebook/Ax
    
  • PyPi (? 120K / month · ? 15 · ⏱️ 26.04.2022):

    ip install ax-platform
    
  • Conda (? 3.4K · ⏱️ 16.09.2022):

    onda install -c conda-forge ax-platform
    
AutoGluon (?31 · ⭐ 4.8K) - AutoGluon: AutoML for Image, Text, and Tabular Data. Apache-2
  • GitHub (?‍? 90 · ? 640 · ? 170 · ? 770 - 23% open · ⏱️ 21.09.2022):

    it clone https://github.com/awslabs/autogluon
    
  • PyPi (? 36K / month · ? 5 · ⏱️ 07.07.2022):

    ip install autogluon
    
nevergrad (?28 · ⭐ 3.4K) - A Python toolbox for performing gradient-free optimization. MIT
  • GitHub (?‍? 49 · ? 320 · ? 370 · ? 260 - 39% open · ⏱️ 10.08.2022):

    it clone https://github.com/facebookresearch/nevergrad
    
  • PyPi (? 32K / month · ? 20 · ⏱️ 08.03.2022):

    ip install nevergrad
    
  • Conda (? 32K · ⏱️ 14.06.2021):

    onda install -c conda-forge nevergrad
    
Hyperas (?27 · ⭐ 2.1K · ?) - Keras + Hyperopt: A very simple wrapper for convenient.. MIT
  • GitHub (?‍? 21 · ? 310 · ? 250 · ? 250 - 37% open · ⏱️ 19.11.2021):

    it clone https://github.com/maxpumperla/hyperas
    
  • PyPi (? 17K / month · ? 24 · ⏱️ 28.02.2019):

    ip install hyperas
    
mljar-supervised (?26 · ⭐ 2.3K) - Python package for AutoML on Tabular Data with Feature.. MIT
  • GitHub (?‍? 19 · ? 300 · ? 52 · ? 500 - 20% open · ⏱️ 16.08.2022):

    it clone https://github.com/mljar/mljar-supervised
    
  • PyPi (? 6.6K / month · ? 2 · ⏱️ 02.03.2022):

    ip install mljar-supervised
    
  • Conda (? 4.3K · ⏱️ 17.08.2022):

    onda install -c conda-forge mljar-supervised
    
Talos (?25 · ⭐ 1.5K) - Hyperparameter Optimization for TensorFlow, Keras and PyTorch. MIT
  • GitHub (?‍? 22 · ? 260 · ? 150 · ? 410 - 5% open · ⏱️ 18.09.2022):

    it clone https://github.com/autonomio/talos
    
  • PyPi (? 2K / month · ? 7 · ⏱️ 28.05.2022):

    ip install talos
    
Neuraxle (?24 · ⭐ 540) - The worlds cleanest AutoML library - Do hyperparameter tuning with.. Apache-2
  • GitHub (?‍? 7 · ? 53 · ? 34 · ? 320 - 19% open · ⏱️ 16.08.2022):

    it clone https://github.com/Neuraxio/Neuraxle
    
  • PyPi (? 410 / month · ? 1 · ⏱️ 15.04.2022):

    ip install neuraxle
    
FEDOT (?23 · ⭐ 450) - Automated modeling and machine learning framework FEDOT. BSD-3
  • GitHub (?‍? 25 · ? 54 · ? 24 · ? 390 - 27% open · ⏱️ 22.09.2022):

    it clone https://github.com/nccr-itmo/FEDOT
    
  • PyPi (? 550 / month · ⏱️ 28.03.2022):

    ip install fedot
    
HpBandSter (?22 · ⭐ 550) - a distributed Hyperband implementation on Steroids. BSD-3
  • GitHub (?‍? 11 · ? 110 · ? 240 · ? 92 - 61% open · ⏱️ 22.04.2022):

    it clone https://github.com/automl/HpBandSter
    
  • PyPi (? 15K / month · ? 10 · ⏱️ 06.11.2018):

    ip install hpbandster
    
  • Conda (? 3.1K · ⏱️ 11.12.2020):

    onda install -c conda-forge hpbandster
    
Hyperactive (?21 · ⭐ 410) - An optimization and data collection toolbox for convenient and fast.. MIT
  • GitHub (?‍? 5 · ? 34 · ? 100 · ? 16 · ? 48 - 12% open · ⏱️ 18.09.2022):

    it clone https://github.com/SimonBlanke/Hyperactive
    
  • PyPi (? 640 / month · ? 3 · ⏱️ 04.05.2022):

    ip install hyperactive
    
lazypredict (?21 · ⭐ 400) - Lazy Predict help build a lot of basic models without much code.. MIT
  • GitHub (?‍? 17 · ? 70 · ? 330 · ? 66 - 48% open · ⏱️ 25.05.2022):

    it clone https://github.com/shankarpandala/lazypredict
    
  • PyPi (? 5.3K / month · ⏱️ 17.02.2021):

    ip install lazypredict
    
  • Conda (? 800 · ⏱️ 24.08.2021):

    onda install -c conda-forge lazypredict
    
Dragonfly (?19 · ⭐ 690) - An open source python library for scalable Bayesian optimisation. MIT
  • GitHub (?‍? 13 · ? 210 · ? 58 - 65% open · ⏱️ 14.07.2022):

    it clone https://github.com/dragonfly/dragonfly
    
  • PyPi (? 31K / month · ? 2 · ⏱️ 03.07.2020):

    ip install dragonfly-opt
    
Auto ViML (?19 · ⭐ 370) - Automatically Build Multiple ML Models with a Single Line of Code... Apache-2
  • GitHub (?‍? 6 · ? 81 · ? 17 · ? 22 - 22% open · ⏱️ 16.08.2022):

    it clone https://github.com/AutoViML/Auto_ViML
    
  • PyPi (? 410 / month · ? 2 · ⏱️ 01.06.2022):

    ip install autoviml
    
igel (?18 · ⭐ 3K · ?) - a delightful machine learning tool that allows you to train, test, and use.. MIT
  • GitHub (?‍? 19 · ? 160 · ? 33 · ? 50 - 12% open · ⏱️ 06.02.2022):

    it clone https://github.com/nidhaloff/igel
    
  • PyPi (? 56 / month · ⏱️ 19.11.2021):

    ip install igel
    
AlphaPy (?18 · ⭐ 810) - Automated Machine Learning [AutoML] with Python, scikit-learn, Keras,.. Apache-2
  • GitHub (?‍? 3 · ? 160 · ? 3 · ? 41 - 29% open · ⏱️ 23.04.2022):

    it clone https://github.com/ScottfreeLLC/AlphaPy
    
  • PyPi (? 68 / month · ⏱️ 29.08.2020):

    ip install alphapy
    
opytimizer (?17 · ⭐ 530) - Opytimizer is a Python library consisting of meta-heuristic.. Apache-2
  • GitHub (?‍? 4 · ? 32 · ? 7 · ⏱️ 09.09.2022):

    it clone https://github.com/gugarosa/opytimizer
    
  • PyPi (? 210 / month · ⏱️ 04.05.2022):

    ip install opytimizer
    
shap-hypetune (?16 · ⭐ 380) - A python package for simultaneous Hyperparameters Tuning and.. MIT
  • GitHub (?‍? 2 · ? 50 · ? 6 · ? 16 - 6% open · ⏱️ 24.08.2022):

    it clone https://github.com/cerlymarco/shap-hypetune
    
  • PyPi (? 3.2K / month · ? 1 · ⏱️ 16.01.2022):

    ip install shap-hypetune
    
model_search (?11 · ⭐ 3.2K · ?) - AutoML algorithms for model architecture search at scale. Apache-2
  • GitHub (?‍? 1 · ? 360 · ? 51 - 70% open · ⏱️ 09.02.2022):

    it clone https://github.com/google/model_search
    
Show 24 hidden projects...
  • TPOT (?32 · ⭐ 8.8K) - A Python Automated Machine Learning tool that optimizes machine.. ❗️LGPL-3.0
  • Orion (?28 · ⭐ 240) - Asynchronous Distributed Hyperparameter Optimization. BSD-3
  • GPyOpt (?26 · ⭐ 830 · ?) - Gaussian Process Optimization using GPy. BSD-3
  • SMAC3 (?25 · ⭐ 740) - Sequential Model-based Algorithm Configuration. ❗️BSD-1-Clause
  • AdaNet (?24 · ⭐ 3.4K · ?) - Fast and flexible AutoML with learning guarantees. Apache-2
  • MLBox (?23 · ⭐ 1.4K · ?) - MLBox is a powerful Automated Machine Learning python library. ❗️BSD-1-Clause
  • Test Tube (?23 · ⭐ 720 · ?) - Python library to easily log experiments and parallelize.. MIT
  • auto_ml (?22 · ⭐ 1.6K · ?) - [UNMAINTAINED] Automated machine learning for analytics & production. MIT
  • optunity (?22 · ⭐ 400 · ?) - optimization routines for hyperparameter tuning. BSD-3
  • featurewiz (?22 · ⭐ 290) - Use advanced feature engineering strategies and select best.. Apache-2
  • lightwood (?22 · ⭐ 280) - Lightwood is Legos for Machine Learning. ❗️GPL-3.0
  • sklearn-deap (?20 · ⭐ 700 · ?) - Use evolutionary algorithms instead of gridsearch in.. MIT
  • Auto Tune Models (?18 · ⭐ 520 · ?) - Auto Tune Models - A multi-tenant, multi-data system for.. MIT
  • Sherpa (?18 · ⭐ 310 · ?) - Hyperparameter optimization that enables researchers to.. ❗️GPL-3.0
  • Advisor (?17 · ⭐ 1.5K · ?) - Open-source implementation of Google Vizier for hyper parameters.. Apache-2
  • Parfit (?17 · ⭐ 200 · ?) - A package for parallelizing the fit and flexibly scoring of.. MIT
  • Xcessiv (?16 · ⭐ 1.3K · ?) - A web-based application for quick, scalable, and automated.. Apache-2
  • HyperparameterHunter (?16 · ⭐ 690 · ?) - Easy hyperparameter optimization and automatic result.. MIT
  • automl-gs (?15 · ⭐ 1.8K · ?) - Provide an input CSV and a target field to predict, generate a.. MIT
  • ENAS (?13 · ⭐ 2.6K · ?) - PyTorch implementation of Efficient Neural Architecture Search via.. Apache-2
  • Auptimizer (?13 · ⭐ 190 · ?) - An automatic ML model optimization tool. ❗️GPL-3.0
  • Hypermax (?12 · ⭐ 100 · ?) - Better, faster hyper-parameter optimization. BSD-3
  • Devol (?11 · ⭐ 940 · ?) - Genetic neural architecture search with Keras. MIT
  • Hypertunity (?9 · ⭐ 120 · ?) - 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.

OpenAI Gym (?42 · ⭐ 29K) - A toolkit for developing and comparing reinforcement learning.. MIT
  • GitHub (?‍? 380 · ? 8K · ? 32K · ? 1.7K - 1% open · ⏱️ 16.09.2022):

    it clone https://github.com/openai/gym
    
  • PyPi (? 970K / month · ? 2.5K · ⏱️ 07.06.2022):

    ip install gym
    
  • Conda (? 150K · ⏱️ 10.07.2022):

    onda install -c conda-forge gym
    
TF-Agents (?35 · ⭐ 2.4K) - TF-Agents: A reliable, scalable and easy to use TensorFlow.. Apache-2
  • GitHub (?‍? 130 · ? 650 · ? 910 · ? 580 - 24% open · ⏱️ 21.09.2022):

    it clone https://github.com/tensorflow/agents
    
  • PyPi (? 460K / month · ? 14 · ⏱️ 04.06.2022):

    ip install tf-agents
    
Dopamine (?30 · ⭐ 9.9K · ?) - Dopamine is a research framework for fast prototyping of.. Apache-2
  • GitHub (?‍? 15 · ? 1.3K · ? 170 - 50% open · ⏱️ 20.09.2022):

    it clone https://github.com/google/dopamine
    
  • PyPi (? 69K / month · ? 37 · ⏱️ 20.05.2022):

    ip install dopamine-rl
    
FinRL (?30 · ⭐ 6.1K) - FinRL: Financial Reinforcement Learning. MIT
  • GitHub (?‍? 77 · ? 1.4K · ? 17 · ? 440 - 12% open · ⏱️ 22.09.2022):

    it clone https://github.com/AI4Finance-Foundation/FinRL
    
  • PyPi (? 460 / month · ⏱️ 08.01.2022):

    ip install finrl
    
Acme (?29 · ⭐ 2.8K) - A library of reinforcement learning components and agents. Apache-2
  • GitHub (?‍? 76 · ? 340 · ? 100 · ? 230 - 17% open · ⏱️ 22.09.2022):

    it clone https://github.com/deepmind/acme
    
  • PyPi (? 4.3K / month · ? 2 · ⏱️ 10.02.2022):

    ip install dm-acme
    
  • Conda (? 4.1K · ⏱️ 09.12.2021):

    onda install -c conda-forge dm-acme
    
TensorLayer (?28 · ⭐ 7.1K) - Deep Learning and Reinforcement Learning Library for.. Apache-2
  • GitHub (?‍? 130 · ? 1.6K · ? 1.4K · ? 470 - 6% open · ⏱️ 23.04.2022):

    it clone https://github.com/tensorlayer/tensorlayer
    
  • PyPi (? 2.3K / month · ? 40 · ⏱️ 15.02.2022):

    ip install tensorlayer
    
ViZDoom (?28 · ⭐ 1.4K · ?) - Doom-based AI Research Platform for Reinforcement Learning from Raw.. MIT
  • GitHub (?‍? 50 · ? 340 · ? 12K · ? 150 · ? 440 - 19% open · ⏱️ 19.09.2022):

    it clone https://github.com/mwydmuch/ViZDoom
    
  • PyPi (? 920 / month · ? 14 · ⏱️ 18.04.2022):

    ip install vizdoom
    
PARL (?27 · ⭐ 2.7K) - A high-performance distributed training framework for Reinforcement.. Apache-2
  • GitHub (?‍? 31 · ? 740 · ? 95 · ? 420 - 16% open · ⏱️ 26.08.2022):

    it clone https://github.com/PaddlePaddle/PARL
    
  • PyPi (? 520 / month · ? 1 · ⏱️ 13.05.2022):

    ip install parl
    
garage (?26 · ⭐ 1.5K) - A toolkit for reproducible reinforcement learning research. MIT
  • GitHub (?‍? 78 · ? 260 · ? 53 · ? 1K - 20% open · ⏱️ 20.05.2022):

    it clone https://github.com/rlworkgroup/garage
    
  • PyPi (? 470 / month · ? 2 · ⏱️ 23.03.2021):

    ip install garage
    
Stable Baselines (?24 · ⭐ 3.6K) - A fork of OpenAI Baselines, implementations of reinforcement.. MIT
  • GitHub (?‍? 110 · ? 690 · ? 930 - 11% open · ⏱️ 04.09.2022):

    it clone https://github.com/hill-a/stable-baselines
    
  • PyPi (? 6.7K / month · ? 34 · ⏱️ 06.04.2021):

    ip install stable-baselines
    
TensorForce (?23 · ⭐ 3.2K · ?) - Tensorforce: a TensorFlow library for applied.. Apache-2
  • GitHub (?‍? 82 · ? 520 · ? 650 - 3% open · ⏱️ 10.02.2022):

    it clone https://github.com/tensorforce/tensorforce
    
  • PyPi (? 1K / month · ⏱️ 30.08.2021):

    ip install tensorforce
    
RLax (?23 · ⭐ 910) - A library of reinforcement learning building blocks in JAX. Apache-2
  • GitHub (?‍? 20 · ? 66 · ? 79 · ? 28 - 46% open · ⏱️ 06.09.2022):

    it clone https://github.com/deepmind/rlax
    
  • PyPi (? 4.4K / month · ? 2 · ⏱️ 24.02.2022):

    ip install rlax
    
ReAgent (?22 · ⭐ 3.3K) - A platform for Reasoning systems (Reinforcement Learning,.. BSD-3
  • GitHub (?‍? 140 · ? 470 · ? 140 - 47% open · ⏱️ 21.09.2022):

    it clone https://github.com/facebookresearch/ReAgent
    
  • PyPi (? 22 / month · ⏱️ 27.05.2020):

    ip install reagent
    
PFRL (?20 · ⭐ 910) - PFRL: a PyTorch-based deep reinforcement learning library. MIT
  • GitHub (?‍? 17 · ? 120 · ? 54 · ? 67 - 40% open · ⏱️ 21.09.2022):

    it clone https://github.com/pfnet/pfrl
    
  • PyPi (? 380 / month · ? 1 · ⏱️ 07.07.2021):

    ip install pfrl
    
rliable (?13 · ⭐ 480) - [NeurIPS21 Outstanding Paper] Library for reliable evaluation on RL.. Apache-2
  • GitHub (?‍? 5 · ? 26 · ? 15 · ⏱️ 14.09.2022):

    it clone https://github.com/google-research/rliable
    
  • PyPi:

    ip install rliable`
    
Show 8 hidden projects...
  • baselines (?29 · ⭐ 13K · ?) - OpenAI Baselines: high-quality implementations of reinforcement.. MIT
  • keras-rl (?28 · ⭐ 5.3K · ?) - Deep Reinforcement Learning for Keras. MIT
  • ChainerRL (?23 · ⭐ 1.1K · ?) - ChainerRL is a deep reinforcement learning library built on top of.. MIT
  • TRFL (?22 · ⭐ 3.1K · ?) - TensorFlow Reinforcement Learning. Apache-2
  • Coach (?20 · ⭐ 2.2K · ?) - Reinforcement Learning Coach by Intel AI Lab enables easy.. Apache-2
  • SerpentAI (?18 · ⭐ 6.3K · ?) - Game Agent Framework. Helping you create AIs / Bots that learn to.. MIT
  • DeepMind Lab (?17 · ⭐ 6.7K) - A customisable 3D platform for agent-based AI research. ❗Unlicensed
  • Maze (?12 · ⭐ 220 · ?) - Maze Applied Reinforcement Learning Framework. ❗️Custom

Recommender Systems

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Libraries for building and evaluating recommendation systems.

Recommenders (?33 · ⭐ 14K) - Best Practices on Recommendation Systems. MIT
  • GitHub (?‍? 120 · ? 2.4K · ? 250 · ? 35 · ? 720 - 20% open · ⏱️ 20.07.2022):

    it clone https://github.com/microsoft/recommenders
    
  • PyPi (? 27K / month · ? 2 · ⏱️ 01.04.2022):

    ip install recommenders
    
scikit-surprise (?31 · ⭐ 5.5K) - A Python scikit for building and analyzing recommender.. BSD-3
  • GitHub (?‍? 43 · ? 940 · ? 360 - 17% open · ⏱️ 29.08.2022):

    it clone https://github.com/NicolasHug/Surprise
    
  • PyPi (? 100K / month · ? 49 · ⏱️ 19.07.2020):

    ip install scikit-surprise
    
  • Conda (? 250K · ⏱️ 29.08.2022):

    onda install -c conda-forge scikit-surprise
    
implicit (?30 · ⭐ 2.9K) - Fast Python Collaborative Filtering for Implicit Feedback Datasets. MIT
  • GitHub (?‍? 32 · ? 560 · ? 140 · ? 660 · ? 430 - 16% open · ⏱️ 31.08.2022):

    it clone https://github.com/benfred/implicit
    
  • PyPi (? 150K / month · ? 32 · ⏱️ 29.01.2022):

    ip install implicit
    
  • Conda (? 400K · ⏱️ 29.01.2022):

    onda install -c conda-forge implicit
    
TF Recommenders (?30 · ⭐ 1.4K) - TensorFlow Recommenders is a library for building.. Apache-2
  • GitHub (?‍? 38 · ? 210 · ? 140 · ? 300 - 51% open · ⏱️ 21.09.2022):

    it clone https://github.com/tensorflow/recommenders
    
  • PyPi (? 580K / month · ? 1 · ⏱️ 23.08.2021):

    ip install tensorflow-recommenders
    
lightfm (?27 · ⭐ 4.1K) - A Python implementation of LightFM, a hybrid recommendation algorithm. Apache-2
  • GitHub (?‍? 44 · ? 650 · ? 800 · ? 470 - 25% open · ⏱️ 19.07.2022):

    it clone https://github.com/lyst/lightfm
    
  • PyPi (? 330K / month · ? 45 · ⏱️ 27.11.2020):

    ip install lightfm
    
  • Conda (? 130K · ⏱️ 09.03.2022):

    onda install -c conda-forge lightfm
    
TF Ranking (?26 · ⭐ 2.5K) - Learning to Rank in TensorFlow. Apache-2
  • GitHub (?‍? 28 · ? 440 · ? 300 - 21% open · ⏱️ 26.04.2022):

    it clone https://github.com/tensorflow/ranking
    
  • PyPi (? 91K / month · ? 12 · ⏱️ 16.11.2021):

    ip install tensorflow_ranking
    
RecBole (?25 · ⭐ 2.1K) - A unified, comprehensive and efficient recommendation library. MIT
  • GitHub (?‍? 47 · ? 390 · ? 480 - 12% open · ⏱️ 26.08.2022):

    it clone https://github.com/RUCAIBox/RecBole
    
  • PyPi (? 3.4K / month · ⏱️ 25.02.2022):

    ip install recbole
    
  • Conda (? 2K · ⏱️ 25.02.2022):

    onda install -c aibox recbole
    
torchrec (?23 · ⭐ 1.1K) - Pytorch domain library for recommendation systems. BSD-3
  • GitHub (?‍? 92 · ? 150 · ? 96 - 53% open · ⏱️ 21.09.2022):

    it clone https://github.com/pytorch/torchrec
    
  • PyPi (? 320 / month · ⏱️ 12.05.2022):

    ip install torchrec-nightly-cpu
    
Cornac (?23 · ⭐ 630) - A Comparative Framework for Multimodal Recommender Systems. Apache-2
  • GitHub (?‍? 15 · ? 110 · ? 120 · ? 100 - 10% open · ⏱️ 22.07.2022):

    it clone https://github.com/PreferredAI/cornac
    
  • PyPi (? 34K / month · ? 15 · ⏱️ 19.02.2022):

    ip install cornac
    
  • Conda (? 240K · ⏱️ 30.08.2022):

    onda install -c conda-forge cornac
    
recmetrics (?19 · ⭐ 430) - A library of metrics for evaluating recommender systems. MIT
  • GitHub (?‍? 16 · ? 85 · ? 30 · ? 21 - 42% open · ⏱️ 17.04.2022):

    it clone https://github.com/statisticianinstilettos/recmetrics
    
  • PyPi (? 3.4K / month · ⏱️ 26.04.2022):

    ip install recmetrics
    
Case Recommender (?18 · ⭐ 420 · ?) - Case Recommender: A Flexible and Extensible Python.. MIT
  • GitHub (?‍? 11 · ? 79 · ? 10 · ? 27 - 25% open · ⏱️ 25.11.2021):

    it clone https://github.com/caserec/CaseRecommender
    
  • PyPi (? 200 / month · ⏱️ 25.11.2021):

    ip install caserecommender
    
Show 6 hidden projects...
  • fastFM (?22 · ⭐ 1K · ?) - fastFM: A Library for Factorization Machines. BSD-3
  • tensorrec (?21 · ⭐ 1.2K · ?) - A TensorFlow recommendation algorithm and framework in.. Apache-2
  • lkpy (?20 · ⭐ 210) - Python recommendation toolkit. MIT
  • Spotlight (?19 · ⭐ 2.8K · ?) - Deep recommender models using PyTorch. MIT
  • Collie (?19 · ⭐ 94) - A library for preparing, training, and evaluating scalable deep.. BSD-3
  • OpenRec (?14 · ⭐ 400 · ?) - OpenRec is an open-source and modular library for neural network-.. Apache-2

Privacy Machine Learning

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Libraries for encrypted and privacy-preserving machine learning using methods like federated learning & differential privacy.

PySyft (?35 · ⭐ 8.3K · ?) - Data science on data without acquiring a copy. Apache-2
  • GitHub (?‍? 450 · ? 1.8K · ? 3.2K - 3% open · ⏱️ 22.09.2022):

    it clone https://github.com/OpenMined/PySyft
    
  • PyPi (? 4.6K / month · ? 5 · ⏱️ 29.06.2022):

    ip install syft
    
Opacus (?29 · ⭐ 1.2K) - Training PyTorch models with differential privacy. Apache-2
  • GitHub (?‍? 57 · ? 230 · ? 51 · ? 140 · ? 210 - 21% open · ⏱️ 16.09.2022):

    it clone https://github.com/pytorch/opacus
    
  • PyPi (? 14K / month · ? 11 · ⏱️ 06.05.2022):

    ip install opacus
    
  • Conda (? 4.3K · ⏱️ 09.09.2022):

    onda install -c conda-forge opacus
    
FATE (?27 · ⭐ 4.5K) - An Industrial Grade Federated Learning Framework. Apache-2
  • GitHub (?‍? 80 · ? 1.3K · ? 1.4K - 36% open · ⏱️ 11.09.2022):

    it clone https://github.com/FederatedAI/FATE
    
  • PyPi (⏱️ 06.05.2020):

    ip install ETAF
    
TensorFlow Privacy (?27 · ⭐ 1.7K) - Library for training machine learning models with.. Apache-2
  • GitHub (?‍? 50 · ? 370 · ? 84 · ? 170 - 49% open · ⏱️ 13.09.2022):

    it clone https://github.com/tensorflow/privacy
    
  • PyPi (? 28K / month · ? 7 · ⏱️ 22.02.2022):

    ip install tensorflow-privacy
    
TFEncrypted (?24 · ⭐ 1K) - A Framework for Encrypted Machine Learning in TensorFlow. Apache-2
  • GitHub (?‍? 28 · ? 180 · ? 62 · ? 440 - 38% open · ⏱️ 30.08.2022):

    it clone https://github.com/tf-encrypted/tf-encrypted
    
  • PyPi (? 750 / month · ? 9 · ⏱️ 07.03.2022):

    ip install tf-encrypted
    
CrypTen (?22 · ⭐ 1.1K) - A framework for Privacy Preserving Machine Learning. MIT
  • GitHub (?‍? 29 · ? 180 · ? 21 · ? 160 - 16% open · ⏱️ 10.06.2022):

    it clone https://github.com/facebookresearch/CrypTen
    
  • PyPi (? 100 / month · ⏱️ 09.09.2021):

    ip install crypten
    
Show 1 hidden projects...
  • PipelineDP (?21 · ⭐ 230) - 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.

Tensorboard (?43 · ⭐ 6K) - TensorFlows Visualization Toolkit. Apache-2
  • GitHub (?‍? 290 · ? 1.5K · ? 120K · ? 1.7K - 34% open · ⏱️ 20.09.2022):

    it clone https://github.com/tensorflow/tensorboard
    
  • PyPi (? 17M / month · ? 2.4K · ⏱️ 08.06.2022):

    ip install tensorboard
    
  • Conda (? 3.3M · ⏱️ 09.09.2022):

    onda install -c conda-forge tensorboard
    
mlflow (?41 · ⭐ 13K) - Open source platform for the machine learning lifecycle. Apache-2
  • GitHub (?‍? 490 · ? 2.9K · ? 2.6K - 36% open · ⏱️ 22.09.2022):

    it clone https://github.com/mlflow/mlflow
    
  • PyPi (? 14M / month · ? 330 · ⏱️ 29.06.2022):

    ip install mlflow
    
  • Conda (? 850K · ⏱️ 20.09.2022):

    onda install -c conda-forge mlflow
    
PyCaret (?38 · ⭐ 6.3K) - An open-source, low-code machine learning library in Python. MIT
  • GitHub (?‍? 100 · ? 1.4K · ? 610 · ? 2.6K · ? 1.7K - 15% open · ⏱️ 17.09.2022):

    it clone https://github.com/pycaret/pycaret
    
  • PyPi (? 920K / month · ? 13 · ⏱️ 06.06.2022):

    ip install pycaret
    
  • Conda (? 19K · ⏱️ 18.04.2022):

    onda install -c conda-forge pycaret
    
DVC (?37 · ⭐ 10K) - Data Version Control | Git for Data & Models | ML Experiments Management. Apache-2
  • GitHub (?‍? 270 · ? 970 · ? 120K · ? 3.9K - 16% open · ⏱️ 22.09.2022):

    it clone https://github.com/iterative/dvc
    
  • PyPi (? 2.8M / month · ? 47 · ⏱️ 05.07.2022):

    ip install dvc
    
  • Conda (? 1.2M · ⏱️ 19.09.2022):

    onda install -c conda-forge dvc
    
wandb client (?37 · ⭐ 4.8K · ?) - A tool for visualizing and tracking your machine learning.. MIT
  • GitHub (?‍? 130 · ? 360 · ? 12K · ? 2K - 25% open · ⏱️ 22.09.2022):

    it clone https://github.com/wandb/client
    
  • PyPi (? 1.7M / month · ? 270 · ⏱️ 05.07.2022):

    ip install wandb
    
  • Conda (? 99K · ⏱️ 06.08.2022):

    onda install -c conda-forge wandb
    
SageMaker SDK (?37 · ⭐ 1.7K) - A library for training and deploying machine learning.. Apache-2
  • GitHub (?‍? 280 · ? 840 · ? 1.7K · ? 1.1K - 34% open · ⏱️ 21.09.2022):

    it clone https://github.com/aws/sagemaker-python-sdk
    
  • PyPi (? 7.4M / month · ? 52 · ⏱️ 05.07.2022):

    ip install sagemaker
    
  • Conda (? 390K · ⏱️ 09.09.2022):

    onda install -c conda-forge sagemaker-python-sdk
    
AzureML SDK (?35 · ⭐ 3.4K) - Python notebooks with ML and deep learning examples with Azure.. MIT
  • GitHub (?‍? 61 · ? 2.2K · ? 460 · ? 1.4K - 23% open · ⏱️ 20.09.2022):

    it clone https://github.com/Azure/MachineLearningNotebooks
    
  • PyPi (? 2M / month · ? 46 · ⏱️ 27.06.2022):

    ip install azureml-sdk
    
tensorboardX (?34 · ⭐ 7.4K) - tensorboard for pytorch (and chainer, mxnet, numpy, ...). MIT
  • GitHub (?‍? 73 · ? 870 · ? 350 · ? 22K · ? 440 - 16% open · ⏱️ 04.09.2022):

    it clone https://github.com/lanpa/tensorboardX
    
  • PyPi (? 1.1M / month · ? 890 · ⏱️ 05.06.2022):

    ip install tensorboardX
    
  • Conda (? 810K · ⏱️ 07.06.2022):

    onda install -c conda-forge tensorboardx
    
snakemake (?34 · ⭐ 1.5K) - This is the development home of the workflow management system.. MIT
  • GitHub (?‍? 260 · ? 370 · ? 1.2K · ? 1.1K - 60% open · ⏱️ 21.09.2022):

    it clone https://github.com/snakemake/snakemake
    
  • PyPi (? 62K / month · ? 210 · ⏱️ 30.06.2022):

    ip install snakemake
    
  • Conda (? 530K · ⏱️ 30.08.2022):

    onda install -c bioconda snakemake
    
VisualDL (?33 · ⭐ 4.4K) - Deep Learning Visualization Toolkit. Apache-2
  • GitHub (?‍? 32 · ? 600 · ? 220 · ? 1.4K · ? 440 - 23% open · ⏱️ 14.09.2022):

    it clone https://github.com/PaddlePaddle/VisualDL
    
  • PyPi (? 63K / month · ? 25 · ⏱️ 01.07.2022):

    ip install visualdl
    
ClearML (?33 · ⭐ 3.6K) - ClearML - Auto-Magical CI/CD to streamline your ML workflow... Apache-2
  • GitHub (?‍? 53 · ? 480 · ? 520 · ? 310 · ? 630 - 43% open · ⏱️ 18.09.2022):

    it clone https://github.com/allegroai/clearml
    
  • PyPi (? 94K / month · ? 8 · ⏱️ 04.07.2022):

    ip install clearml
    
  • Docker Hub (? 30K · ⏱️ 05.10.2020):

    ocker pull allegroai/trains
    
Metaflow (?31 · ⭐ 6K) - Build and manage real-life data science projects with ease!. Apache-2
  • GitHub (?‍? 55 · ? 540 · ? 320 · ? 470 - 49% open · ⏱️ 15.09.2022):

    it clone https://github.com/Netflix/metaflow
    
  • PyPi (? 55K / month · ? 9 · ⏱️ 17.06.2022):

    ip install metaflow
    
  • Conda (? 72K · ⏱️ 17.09.2022):

    onda install -c conda-forge metaflow
    
aim (?31 · ⭐ 2.8K) - Aim easy-to-use and performant open-source ML experiment tracker. Apache-2
  • GitHub (?‍? 44 · ? 160 · ? 110 · ? 680 - 26% open · ⏱️ 20.09.2022):

    it clone https://github.com/aimhubio/aim
    
  • PyPi (? 28K / month · ? 5 · ⏱️ 07.07.2022):

    ip install aim
    
  • Conda (? 17K · ⏱️ 15.10.2021):

    onda install -c conda-forge aim
    
sacred (?30 · ⭐ 3.9K) - Sacred is a tool to help you configure, organize, log and reproduce.. MIT
  • GitHub (?‍? 100 · ? 340 · ? 1.6K · ? 540 - 16% open · ⏱️ 09.09.2022):

    it clone https://github.com/IDSIA/sacred
    
  • PyPi (? 52K / month · ? 100 · ⏱️ 14.12.2020):

    ip install sacred
    
  • Conda (? 1.4K · ⏱️ 14.11.2021):

    onda install -c conda-forge sacred
    
Catalyst (?29 · ⭐ 3K) - Accelerated deep learning R&D. Apache-2
  • GitHub (?‍? 100 · ? 360 · ? 620 · ? 340 - 1% open · ⏱️ 29.04.2022):

    it clone https://github.com/catalyst-team/catalyst
    
  • PyPi (? 39K / month · ? 29 · ⏱️ 29.04.2022):

    ip install catalyst
    
Neptune.ai (?29 · ⭐ 330) - Experiment tracking tool and model registry. Apache-2
  • GitHub (?‍? 31 · ? 28 · ? 760 · ? 170 - 14% open · ⏱️ 22.09.2022):

    it clone https://github.com/neptune-ai/neptune-client
    
  • PyPi (? 580K / month · ? 28 · ⏱️ 01.07.2022):

    ip install neptune-client
    
  • Conda (? 100K · ⏱️ 07.09.2022):

    onda install -c conda-forge neptune-client
    
livelossplot (?28 · ⭐ 1.2K) - Live training loss plot in Jupyter Notebook for Keras,.. MIT
  • GitHub (?‍? 17 · ? 140 · ? 850 · ? 76 - 7% open · ⏱️ 04.04.2022):

    it clone https://github.com/stared/livelossplot
    
  • PyPi (? 71K / month · ? 11 · ⏱️ 04.04.2022):

    ip install livelossplot
    
ml-metadata (?28 · ⭐ 490) - For recording and retrieving metadata associated with ML.. Apache-2
  • GitHub (?‍? 15 · ? 100 · ? 1.7K · ? 250 · ? 96 - 28% open · ⏱️ 22.09.2022):

    it clone https://github.com/google/ml-metadata
    
  • PyPi (? 500K / month · ? 19 · ⏱️ 21.06.2022):

    ip install ml-metadata
    
TNT (?27 · ⭐ 1.4K) - A lightweight library for PyTorch training tools and utilities. BSD-3
  • GitHub (?‍? 59 · ? 210 · ? 64 - 7% open · ⏱️ 22.09.2022):

    it clone https://github.com/pytorch/tnt
    
  • PyPi (? 10K / month · ? 37 · ⏱️ 29.07.2018):

    ip install torchnet
    
Guild AI (?27 · ⭐ 740) - Experiment tracking, ML developer tools. Apache-2
  • GitHub (?‍? 23 · ? 66 · ? 7 · ? 58 · ? 380 - 45% open · ⏱️ 22.09.2022):

    it clone https://github.com/guildai/guildai
    
  • PyPi (? 2.6K / month · ⏱️ 11.05.2022):

    ip install guildai
    
Labml (?25 · ⭐ 1.2K) - Monitor deep learning model training and hardware usage from your mobile.. MIT
  • GitHub (?‍? 7 · ? 84 · ? 54 · ? 29 - 44% open · ⏱️ 15.09.2022):

    it clone https://github.com/labmlai/labml
    
  • PyPi (? 2.3K / month · ? 6 · ⏱️ 05.07.2022):

    ip install labml
    
Studio.ml (?21 · ⭐ 380 · ?) - Studio: Simplify and expedite model building process. Apache-2
  • GitHub (?‍? 21 · ? 52 · ? 5 · ? 250 - 22% open · ⏱️ 14.09.2021):

    it clone https://github.com/studioml/studio
    
  • PyPi (? 320 / month · ⏱️ 14.09.2021):

    ip install studioml
    
lore (?20 · ⭐ 1.5K) - Lore makes machine learning approachable for Software Engineers and.. MIT
  • GitHub (?‍? 26 · ? 130 · ? 20 · ? 45 - 57% open · ⏱️ 11.04.2022):

    it clone https://github.com/instacart/lore
    
  • PyPi (? 980 / month · ? 1 · ⏱️ 02.02.2022):

    ip install lore
    
keepsake (?18 · ⭐ 1.6K) - Version control for machine learning. Apache-2
  • GitHub (?‍? 17 · ? 64 · ? 190 - 65% open · ⏱️ 24.05.2022):

    it clone https://github.com/replicate/keepsake
    
  • PyPi (? 260 / month · ⏱️ 11.03.2021):

    ip install keepsake
    
Show 15 hidden projects...
  • kaggle (?29 · ⭐ 5K · ?) - Official Kaggle API. Apache-2
  • SKLL (?25 · ⭐ 530) - SciKit-Learn Laboratory (SKLL) makes it easy to run machine.. ❗️BSD-1-Clause
  • knockknock (?24 · ⭐ 2.5K · ?) - Knock Knock: Get notified when your training ends with only two.. MIT
  • TensorWatch (?21 · ⭐ 3.2K · ?) - Debugging, monitoring and visualization for Python Machine.. MIT
  • hiddenlayer (?21 · ⭐ 1.6K · ?) - Neural network graphs and training metrics for.. MIT
  • quinn (?21 · ⭐ 360 · ?) - pyspark methods to enhance developer productivity. Apache-2
  • gokart (?21 · ⭐ 260) - Gokart solves reproducibility, task dependencies, constraints of good code,.. MIT
  • TensorBoard Logger (?20 · ⭐ 620 · ?) - Log TensorBoard events without touching TensorFlow. MIT
  • MXBoard (?20 · ⭐ 330 · ?) - Logging MXNet data for visualization in TensorBoard. Apache-2
  • datmo (?16 · ⭐ 340 · ?) - Open source production model management tool for data scientists. MIT
  • steppy (?16 · ⭐ 130 · ?) - Lightweight, Python library for fast and reproducible experimentation. MIT
  • chitra (?15 · ⭐ 200) - A multi-functional library for full-stack Deep Learning. Simplifies.. Apache-2
  • caliban (?14 · ⭐ 440 · ?) - Research workflows made easy, locally and in the Cloud. Apache-2
  • ModelChimp (?13 · ⭐ 120 · ?) - Experiment tracking for machine and deep learning projects. BSD-2
  • traintool (?9 · ⭐ 10 · ?) - 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 (?41 · ⭐ 13K) - Open standard for machine learning interoperability. Apache-2
  • GitHub (?‍? 250 · ? 3K · ? 18K · ? 8.4K · ? 2.1K - 14% open · ⏱️ 20.09.2022):

    it clone https://github.com/onnx/onnx
    
  • PyPi (? 1.7M / month · ? 390 · ⏱️ 18.06.2022):

    ip install onnx
    
  • Conda (? 520K · ⏱️ 18.08.2022):

    onda install -c conda-forge onnx
    
Core ML Tools (?31 · ⭐ 2.9K) - Core ML tools contain supporting tools for Core ML model.. BSD-3
  • GitHub (?‍? 130 · ? 450 · ? 4.4K · ? 1K · ? 1.1K - 26% open · ⏱️ 21.09.2022):

    it clone https://github.com/apple/coremltools
    
  • PyPi (? 86K / month · ? 150 · ⏱️ 07.06.2022):

    ip install coremltools
    
  • Conda (? 37K · ⏱️ 15.10.2021):

    onda install -c conda-forge coremltools
    
huggingface_hub (?31 · ⭐ 550) - All the open source things related to the Hugging Face Hub. Apache-2
  • GitHub (?‍? 72 · ? 130 · ? 310 - 27% open · ⏱️ 22.09.2022):

    it clone https://github.com/huggingface/huggingface_hub
    
  • PyPi (? 5.6M / month · ? 87 · ⏱️ 21.06.2022):

    ip install huggingface_hub
    
  • Conda (? 360K · ⏱️ 25.08.2022):

    onda install -c conda-forge huggingface_hub
    
BentoML (?30 · ⭐ 4K) - Unified Model Serving Framework. Apache-2
  • GitHub (?‍? 130 · ? 450 · ? 1.6K · ? 700 - 10% open · ⏱️ 22.09.2022):

    it clone https://github.com/bentoml/BentoML
    
  • PyPi (? 21K / month · ? 3 · ⏱️ 01.07.2022):

    ip install bentoml
    
triton (?29 · ⭐ 4K) - Development repository for the Triton language and compiler. MIT
  • GitHub (?‍? 53 · ? 330 · ? 130 · ? 270 - 38% open · ⏱️ 22.09.2022):

    it clone https://github.com/openai/triton
    
  • PyPi (? 31K / month · ? 3 · ⏱️ 04.07.2022):

    ip install triton
    
TorchServe (?29 · ⭐ 2.9K) - Serve, optimize and scale PyTorch models in production. Apache-2
  • GitHub (?‍? 130 · ? 600 · ? 2.2K · ? 1K - 18% open · ⏱️ 22.09.2022):

    it clone https://github.com/pytorch/serve
    
  • PyPi (? 17K / month · ? 9 · ⏱️ 13.05.2022):

    ip install torchserve
    
  • Conda (? 39K · ⏱️ 13.05.2022):

    onda install -c pytorch torchserve
    
  • Docker Hub (? 1M · ⭐ 16 · ⏱️ 19.07.2022):

    ocker pull pytorch/torchserve
    
Hummingbird (?28 · ⭐ 3K) - Hummingbird compiles trained ML models into tensor computation for.. MIT
  • GitHub (?‍? 34 · ? 250 · ? 180 · ? 43 · ? 260 - 16% open · ⏱️ 12.09.2022):

    it clone https://github.com/microsoft/hummingbird
    
  • PyPi (? 4K / month · ⏱️ 25.04.2022):

    ip install hummingbird-ml
    
  • Conda (? 14K · ⏱️ 05.08.2022):

    onda install -c conda-forge hummingbird-ml
    
m2cgen (?27 · ⭐ 2.2K) - Transform ML models into a native code (Java, C, Python, Go, JavaScript,.. MIT
  • GitHub (?‍? 14 · ? 200 · ? 38 · ? 63 · ? 100 - 30% open · ⏱️ 18.09.2022):

    it clone https://github.com/BayesWitnesses/m2cgen
    
  • PyPi (? 60K / month · ? 3 · ⏱️ 26.04.2022):

    ip install m2cgen
    
hls4ml (?25 · ⭐ 700) - Machine learning on FPGAs using HLS. Apache-2
  • GitHub (?‍? 46 · ? 270 · ? 8 · ? 330 - 43% open · ⏱️ 20.09.2022):

    it clone https://github.com/fastmachinelearning/hls4ml
    
  • PyPi (? 560 / month · ⏱️ 12.11.2021):

    ip install hls4ml
    
  • Conda (? 4K · ⏱️ 12.11.2021):

    onda install -c conda-forge hls4ml
    
cortex (?24 · ⭐ 7.8K) - Production infrastructure for machine learning at scale. Apache-2
  • GitHub (?‍? 24 · ? 590 · ? 1.1K - 10% open · ⏱️ 10.09.2022):

    it clone https://github.com/cortexlabs/cortex
    
  • PyPi (? 1.3K / month · ? 1 · ⏱️ 10.01.2022):

    ip install cortex
    
sklearn-porter (?24 · ⭐ 1.2K) - Transpile trained scikit-learn estimators to C, Java,.. BSD-3
  • GitHub (?‍? 12 · ? 160 · ? 44 · ? 76 - 55% open · ⏱️ 22.05.2022):

    it clone https://github.com/nok/sklearn-porter
    
  • PyPi (? 280 / month · ? 1 · ⏱️ 18.12.2019):

    ip install sklearn-porter
    
nebullvm (?20 · ⭐ 1.4K) - Accelerate AI models inference leveraging best-of-breed.. Apache-2
  • GitHub (?‍? 11 · ? 60 · ? 3 · ? 59 - 50% open · ⏱️ 12.09.2022):

    it clone https://github.com/nebuly-ai/nebullvm
    
  • PyPi (? 480 / month · ⏱️ 28.06.2022):

    ip install nebullvm
    
Show 8 hidden projects...
  • mmdnn (?26 · ⭐ 5.6K · ?) - MMdnn is a set of tools to help users inter-operate among different deep.. MIT
  • Larq Compute Engine (?20 · ⭐ 210) - Highly optimized inference engine for Binarized.. Apache-2
  • OMLT (?20 · ⭐ 160) - Represent trained machine learning models as Pyomo optimization formulations. BSD-3
  • pytorch2keras (?19 · ⭐ 810 · ?) - PyTorch to Keras model convertor. MIT
  • tfdeploy (?16 · ⭐ 350 · ?) - Deploy tensorflow graphs for fast evaluation and export to.. BSD-3
  • modelkit (?16 · ⭐ 140) - Toolkit for developing and maintaining ML models. MIT
  • backprop (?13 · ⭐ 230 · ?) - Backprop makes it simple to use, finetune, and deploy state-of-.. Apache-2
  • ml-ane-transformers (?10 · ⭐ 470 · ?) - Reference implementation of the Transformer.. ❗Unlicensed

Model Interpretability

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Libraries to visualize, explain, debug, evaluate, and interpret machine learning models.

shap (?39 · ⭐ 18K) - A game theoretic approach to explain the output of any machine learning model. MIT
  • GitHub (?‍? 200 · ? 2.6K · ? 6.6K · ? 2K - 69% open · ⏱️ 16.06.2022):

    it clone https://github.com/slundberg/shap
    
  • PyPi (? 3.5M / month · ? 280 · ⏱️ 16.06.2022):

    ip install shap
    
  • Conda (? 1.5M · ⏱️ 20.06.2022):

    onda install -c conda-forge shap
    
Netron (?34 · ⭐ 20K) - Visualizer for neural network, deep learning, and machine.. MIT
  • GitHub (?‍? 2 · ? 2.3K · ? 57K · ? 8 · ? 850 - 2% open · ⏱️ 22.09.2022):

    it clone https://github.com/lutzroeder/netron
    
  • PyPi (? 13K / month · ? 67 · ⏱️ 04.07.2022):

    ip install netron
    
arviz (?34 · ⭐ 1.3K) - Exploratory analysis of Bayesian models with Python. Apache-2
  • GitHub (?‍? 130 · ? 290 · ? 110 · ? 2.8K · ? 760 - 21% open · ⏱️ 14.09.2022):

    it clone https://github.com/arviz-devs/arviz
    
  • PyPi (? 690K / month · ? 100 · ⏱️ 13.05.2022):

    ip install arviz
    
  • Conda (? 860K · ⏱️ 13.07.2022):

    onda install -c conda-forge arviz
    
InterpretML (?32 · ⭐ 5K) - Fit interpretable models. Explain blackbox machine learning. MIT
  • GitHub (?‍? 31 · ? 600 · ? 280 · ? 310 - 32% open · ⏱️ 20.09.2022):

    it clone https://github.com/interpretml/interpret
    
  • PyPi (? 90K / month · ? 16 · ⏱️ 23.09.2021):

    ip install interpret
    
Model Analysis (?31 · ⭐ 1.2K) - Model analysis tools for TensorFlow. Apache-2
  • GitHub (?‍? 49 · ? 250 · ? 77 - 36% open · ⏱️ 15.09.2022):

    it clone https://github.com/tensorflow/model-analysis
    
  • PyPi (? 890K / month · ? 21 · ⏱️ 16.05.2022):

    ip install tensorflow-model-analysis
    
yellowbrick (?30 · ⭐ 3.7K) - Visual analysis and diagnostic tools to facilitate machine.. Apache-2
  • GitHub (?‍? 110 · ? 520 · ? 680 - 12% open · ⏱️ 21.08.2022):

    it clone https://github.com/DistrictDataLabs/yellowbrick
    
  • PyPi (? 1.1M / month · ? 67 · ⏱️ 19.02.2022):

    ip install yellowbrick
    
  • Conda (? 39K · ⏱️ 22.08.2022):

    onda install -c conda-forge yellowbrick
    
Captum (?30 · ⭐ 3.4K) - Model interpretability and understanding for PyTorch. BSD-3
  • GitHub (?‍? 89 · ? 360 · ? 690 · ? 410 - 29% open · ⏱️ 21.09.2022):

    it clone https://github.com/pytorch/captum
    
  • PyPi (? 55K / month · ? 23 · ⏱️ 03.03.2022):

    ip install captum
    
  • Conda (? 3.2K · ⏱️ 04.03.2022):

    onda install -c conda-forge captum
    
dtreeviz (?30 · ⭐ 2.2K) - A python library for decision tree visualization and model interpretation. MIT
  • GitHub (?‍? 21 · ? 280 · ? 480 · ? 130 - 21% open · ⏱️ 23.08.2022):

    it clone https://github.com/parrt/dtreeviz
    
  • PyPi (? 120K / month · ? 14 · ⏱️ 29.04.2022):

    ip install dtreeviz
    
  • Conda (? 22K · ⏱️ 07.07.2022):

    onda install -c conda-forge dtreeviz
    
shapash (?30 · ⭐ 2K) - Shapash makes Machine Learning models transparent and.. Apache-2
  • GitHub (?‍? 34 · ? 240 · ? 84 · ? 120 - 15% open · ⏱️ 15.09.2022):

    it clone https://github.com/MAIF/shapash
    
  • PyPi (? 25K / month · ? 1 · ⏱️ 09.05.2022):

    ip install shapash
    
Alibi (?30 · ⭐ 1.8K) - Algorithms for explaining machine learning models. Apache-2
  • GitHub (?‍? 18 · ? 200 · ? 190 · ? 320 - 39% open · ⏱️ 22.09.2022):

    it clone https://github.com/SeldonIO/alibi
    
  • PyPi (? 19K / month · ? 24 · ⏱️ 18.05.2022):

    ip install alibi
    
DoWhy (?28 · ⭐ 5.2K) - DoWhy is a Python library for causal inference that supports explicit.. MIT
  • GitHub (?‍? 60 · ? 720 · ? 31 · ? 280 - 35% open · ⏱️ 20.09.2022):

    it clone https://github.com/py-why/dowhy
    
  • PyPi (? 99K / month · ? 5 · ⏱️ 20.03.2022):

    ip install dowhy
    
  • Conda (? 9K · ⏱️ 19.07.2022):

    onda install -c conda-forge dowhy
    
fairlearn (?28 · ⭐ 1.4K) - A Python package to assess and improve fairness of machine.. MIT
  • GitHub (?‍? 68 · ? 310 · ? 390 - 43% open · ⏱️ 22.09.2022):

    it clone https://github.com/fairlearn/fairlearn
    
  • PyPi (? 130K / month · ? 13 · ⏱️ 07.07.2021):

    ip install fairlearn
    
  • Conda (? 21K · ⏱️ 07.07.2021):

    onda install -c conda-forge fairlearn
    
responsible-ai-widgets (?28 · ⭐ 560) - This project provides responsible AI user interfaces.. MIT
  • GitHub (?‍? 29 · ? 140 · ? 36 · ? 280 - 21% open · ⏱️ 21.09.2022):

    it clone https://github.com/microsoft/responsible-ai-toolbox
    
  • PyPi (? 8.4K / month · ? 3 · ⏱️ 10.06.2022):

    ip install raiwidgets
    
Fairness 360 (?27 · ⭐ 1.8K) - A comprehensive set of fairness metrics for datasets and.. Apache-2
  • GitHub (?‍? 62 · ? 600 · ? 180 · ? 200 - 59% open · ⏱️ 21.09.2022):

    it clone https://github.com/Trusted-AI/AIF360
    
  • PyPi (? 6.8K / month · ? 10 · ⏱️ 04.03.2021):

    ip install aif360
    
  • Conda (? 3.5K · ⏱️ 04.09.2022):

    onda install -c conda-forge aif360
    
explainerdashboard (?27 · ⭐ 1.3K) - Quickly build Explainable AI dashboards that show the inner.. MIT
  • GitHub (?‍? 15 · ? 170 · ? 170 · ? 180 - 8% open · ⏱️ 16.06.2022):

    it clone https://github.com/oegedijk/explainerdashboard
    
  • PyPi (? 83K / month · ? 3 · ⏱️ 15.06.2022):

    ip install explainerdashboard
    
  • Conda (? 23K · ⏱️ 15.02.2022):

    onda install -c conda-forge explainerdashboard
    
evaluate (?27 · ⭐ 880 · ?) - A library for easily evaluating machine learning models and.. Apache-2
  • GitHub (?‍? 100 · ? 48 · ? 160 · ? 110 - 34% open · ⏱️ 22.09.2022):

    it clone https://github.com/huggingface/evaluate
    
  • PyPi (? 42K / month · ? 1 · ⏱️ 16.06.2022):

    ip install evaluate
    
Explainability 360 (?26 · ⭐ 1.2K) - Interpretability and explainability of data and.. Apache-2
  • GitHub (?‍? 31 · ? 240 · ? 55 · ? 66 - 57% open · ⏱️ 26.07.2022):

    it clone https://github.com/Trusted-AI/AIX360
    
  • PyPi (? 1.1K / month · ? 1 · ⏱️ 28.10.2020):

    ip install aix360
    
CausalNex (?25 · ⭐ 1.6K) - A Python library that helps data scientists to infer.. Apache-2
  • GitHub (?‍? 28 · ? 190 · ? 53 · ? 130 - 16% open · ⏱️ 20.09.2022):

    it clone https://github.com/quantumblacklabs/causalnex
    
  • PyPi (? 1.8K / month · ? 2 · ⏱️ 11.11.2021):

    ip install causalnex
    
checklist (?24 · ⭐ 1.8K) - Beyond Accuracy: Behavioral Testing of NLP models with CheckList. MIT
  • GitHub (?‍? 13 · ? 170 · ? 160 · ? 93 - 12% open · ⏱️ 12.08.2022):

    it clone https://github.com/marcotcr/checklist
    
  • PyPi (? 8.3K / month · ? 3 · ⏱️ 24.05.2021):

    ip install checklist
    
  • Conda (? 4.1K · ⏱️ 15.07.2021):

    onda install -c conda-forge checklist
    
imodels (?24 · ⭐ 910) - Interpretable ML package for concise, transparent, and accurate predictive.. MIT
  • GitHub (?‍? 13 · ? 88 · ? 21 · ? 43 - 37% open · ⏱️ 15.09.2022):

    it clone https://github.com/csinva/imodels
    
  • PyPi (? 8.1K / month · ? 2 · ⏱️ 03.07.2022):

    ip install imodels
    
sklearn-evaluation (?24 · ⭐ 340) - Machine learning model evaluation made easy: plots,.. MIT
  • GitHub (?‍? 8 · ? 31 · ? 49 · ? 40 - 22% open · ⏱️ 16.09.2022):

    it clone https://github.com/edublancas/sklearn-evaluation
    
  • PyPi (? 1.8K / month · ? 2 · ⏱️ 05.07.2022):

    ip install sklearn-evaluation
    
LIT (?23 · ⭐ 3K) - The Language Interpretability Tool: Interactively analyze NLP models for.. Apache-2
  • GitHub (?‍? 18 · ? 310 · ? 11 · ? 130 - 47% open · ⏱️ 15.03.2022):

    it clone https://github.com/PAIR-code/lit
    
  • PyPi (? 1K / month · ⏱️ 21.12.2021):

    ip install lit-nlp
    
  • Conda (? 44K · ⏱️ 09.11.2021):

    onda install -c conda-forge lit-nlp
    
keract (?23 · ⭐ 990) - Layers Outputs and Gradients in Keras. Made easy. MIT
  • GitHub (?‍? 16 · ? 180 · ? 150 · ? 87 - 5% open · ⏱️ 21.09.2022):

    it clone https://github.com/philipperemy/keract
    
  • PyPi (? 770 / month · ? 5 · ⏱️ 19.06.2021):

    ip install keract
    
What-If Tool (?22 · ⭐ 750 · ?) - Source code/webpage/demos for the What-If Tool. Apache-2
  • GitHub (?‍? 20 · ? 140 · ? 110 - 52% open · ⏱️ 05.01.2022):

    it clone https://github.com/PAIR-code/what-if-tool
    
  • PyPi (? 10K / month · ? 3 · ⏱️ 12.10.2021):

    ip install witwidget
    
  • Conda (? 1.3M · ⏱️ 06.01.2022):

    onda install -c conda-forge tensorboard-plugin-wit
    
  • npm (? 4.4K / month · ⏱️ 12.10.2021):

    pm install wit-widget
    
iNNvestigate (?21 · ⭐ 1K) - A toolbox to iNNvestigate neural networks predictions!. BSD-2
  • GitHub (?‍? 19 · ? 230 · ? 25 · ? 240 - 21% open · ⏱️ 14.09.2022):

    it clone https://github.com/albermax/innvestigate
    
  • PyPi (? 440 / month · ? 2 · ⏱️ 14.11.2020):

    ip install innvestigate
    
deeplift (?21 · ⭐ 660 · ?) - Public facing deeplift repo. MIT
  • GitHub (?‍? 11 · ? 150 · ? 63 · ? 85 - 43% open · ⏱️ 11.11.2021):

    it clone https://github.com/kundajelab/deeplift
    
  • PyPi (? 530 / month · ? 4 · ⏱️ 11.11.2020):

    ip install deeplift
    
tf-explain (?20 · ⭐ 950) - Interpretability Methods for tf.keras models with Tensorflow 2.x. MIT
  • GitHub (?‍? 18 · ? 100 · ? 130 · ? 92 - 44% open · ⏱️ 30.06.2022):

    it clone https://github.com/sicara/tf-explain
    
  • PyPi (? 1.6K / month · ? 7 · ⏱️ 18.11.2021):

    ip install tf-explain
    
DiCE (?20 · ⭐ 920) - Generate Diverse Counterfactual Explanations for any machine.. MIT
  • GitHub (?‍? 14 · ? 130 · ? 130 - 46% open · ⏱️ 06.07.2022):

    it clone https://github.com/interpretml/DiCE
    
  • PyPi (? 55K / month · ? 4 · ⏱️ 02.06.2022):

    ip install dice-ml
    
tcav (?20 · ⭐ 540 · ?) - Code for the TCAV ML interpretability project. Apache-2
  • GitHub (?‍? 19 · ? 130 · ? 14 · ? 61 - 11% open · ⏱️ 16.09.2021):

    it clone https://github.com/tensorflow/tcav
    
  • PyPi (? 150 / month · ? 3 · ⏱️ 23.02.2021):

    ip install tcav
    
ecco (?19 · ⭐ 1.5K · ?) - Explain, analyze, and visualize NLP language models. Ecco creates.. BSD-3
  • GitHub (?‍? 10 · ? 96 · ? 21 · ? 10 · ? 38 - 39% open · ⏱️ 18.01.2022):

    it clone https://github.com/jalammar/ecco
    
  • PyPi (? 510 / month · ? 1 · ⏱️ 09.01.2022):

    ip install ecco
    
  • Conda (? 1.9K · ⏱️ 10.01.2022):

    onda install -c conda-forge ecco
    
model-card-toolkit (?18 · ⭐ 300) - a tool that leverages rich metadata and lineage.. Apache-2
  • GitHub (?‍? 13 · ? 62 · ? 10 · ? 18 - 88% open · ⏱️ 28.04.2022):

    it clone https://github.com/tensorflow/model-card-toolkit
    
  • PyPi (? 900 / month · ⏱️ 28.04.2022):

    ip install model-card-toolkit
    
XAI (?17 · ⭐ 850 · ?) - XAI - An eXplainability toolbox for machine learning. MIT
  • GitHub (?‍? 3 · ? 130 · ? 19 · ? 9 - 22% open · ⏱️ 30.10.2021):

    it clone https://github.com/EthicalML/xai
    
  • PyPi (? 160 / month · ? 6 · ⏱️ 30.10.2021):

    ip install xai
    
LOFO (?17 · ⭐ 490) - Leave One Feature Out Importance. MIT
  • GitHub (?‍? 3 · ? 57 · ? 20 · ? 20 - 20% open · ⏱️ 27.04.2022):

    it clone https://github.com/aerdem4/lofo-importance
    
  • PyPi (? 490 / month · ? 1 · ⏱️ 27.04.2022):

    ip install lofo-importance
    
Anchor (?16 · ⭐ 720) - Code for High-Precision Model-Agnostic Explanations paper. BSD-2
  • GitHub (?‍? 10 · ? 100 · ? 72 - 29% open · ⏱️ 19.07.2022):

    it clone https://github.com/marcotcr/anchor
    
  • PyPi (? 1.2K / month · ? 2 · ⏱️ 10.09.2020):

    ip install anchor_exp
    
ExplainX.ai (?15 · ⭐ 320) - Explainable AI framework for data scientists. Explain & debug any.. MIT
  • GitHub (?‍? 4 · ? 41 · ? 5 · ? 27 - 37% open · ⏱️ 15.09.2022):

    it clone https://github.com/explainX/explainx
    
  • PyPi (? 1.7K / month · ⏱️ 04.02.2021):

    ip install explainx
    
interpret-text (?14 · ⭐ 330 · ?) - A library that incorporates state-of-the-art explainers.. MIT
  • GitHub (?‍? 17 · ? 58 · ? 74 - 78% open · ⏱️ 06.12.2021):

    it clone https://github.com/interpretml/interpret-text
    
  • PyPi (? 44 / month · ⏱️ 07.12.2021):

    ip install interpret-text
    
Show 18 hidden projects...
  • Lime (?33 · ⭐ 10K · ?) - Lime: Explaining the predictions of any machine learning classifier. BSD-2
  • pyLDAvis (?31 · ⭐ 1.6K · ?) - Python library for interactive topic model visualization... BSD-3
  • eli5 (?28 · ⭐ 2.6K · ?) - A library for debugging/inspecting machine learning classifiers and.. MIT
  • scikit-plot (?27 · ⭐ 2.2K · ?) - An intuitive library to add plotting functionality to.. MIT
  • Deep Checks (?27 · ⭐ 2K) - Test Suites for Validating ML Models & Data. Deepchecks is a.. ❗️AGPL-3.0
  • Lucid (?26 · ⭐ 4.4K · ?) - A collection of infrastructure and tools for research in.. Apache-2
  • keras-vis (?25 · ⭐ 2.9K · ?) - Neural network visualization toolkit for keras. MIT
  • DALEX (?24 · ⭐ 1.1K) - moDel Agnostic Language for Exploration and eXplanation. ❗️GPL-3.0
  • TreeInterpreter (?22 · ⭐ 720 · ?) - Package for interpreting scikit-learns decision tree.. BSD-3
  • random-forest-importances (?22 · ⭐ 520 · ?) - Code to compute permutation and drop-column.. MIT
  • aequitas (?22 · ⭐ 500 · ?) - Bias and Fairness Audit Toolkit. MIT
  • Skater (?21 · ⭐ 1K · ?) - Python Library for Model Interpretation/Explanations. ❗️UPL-1.0
  • fairness-indicators (?19 · ⭐ 280) - Tensorflows Fairness Evaluation and Visualization.. Apache-2
  • Quantus (?19 · ⭐ 230) - Quantus is an eXplainable AI toolkit for responsible.. ❗️CC-BY-NC-SA-3.0
  • FlashTorch (?17 · ⭐ 680 · ?) - Visualization toolkit for neural networks in PyTorch! Demo --. MIT
  • contextual-ai (?13 · ⭐ 81 · ?) - Contextual AI adds explainability to different stages of.. Apache-2
  • Attribution Priors (?12 · ⭐ 100 · ?) - Tools for training explainable models using.. MIT
  • bias-detector (?11 · ⭐ 40 · ?) - Bias Detector is a python package for detecting bias in machine.. MIT

Vector Similarity Search (ANN)

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Libraries for Approximate Nearest Neighbor Search and Vector Indexing/Similarity Search.

ANN Benchmarks ( ⭐ 3.1K) - Benchmarks of approximate nearest neighbor libraries in Python.

Milvus (?38 · ⭐ 13K) - Vector database for scalable similarity search and AI applications. Apache-2
  • GitHub (?‍? 220 · ? 1.7K · ? 45K · ? 6K - 5% open · ⏱️ 22.09.2022):

    it clone https://github.com/milvus-io/milvus
    
  • PyPi (? 170K / month · ? 17 · ⏱️ 02.04.2022):

    ip install pymilvus
    
  • Docker Hub (? 1.5M · ⭐ 22 · ⏱️ 22.09.2022):

    ocker pull milvusdb/milvus
    
Faiss (?35 · ⭐ 18K) - A library for efficient similarity search and clustering of dense vectors. MIT
  • GitHub (?‍? 110 · ? 2.7K · ? 740 · ? 1.9K - 12% open · ⏱️ 20.09.2022):

    it clone https://github.com/facebookresearch/faiss
    
  • PyPi (? 170K / month · ? 17 · ⏱️ 02.04.2022):

    ip install pymilvus
    
  • Conda (? 490K · ⏱️ 14.09.2022):

    onda install -c conda-forge faiss
    
Annoy (?33 · ⭐ 10K) - Approximate Nearest Neighbors in C++/Python optimized for memory usage.. Apache-2
  • GitHub (?‍? 82 · ? 1K · ? 2.3K · ? 360 - 11% open · ⏱️ 08.08.2022):

    it clone https://github.com/spotify/annoy
    
  • PyPi (? 1.3M / month · ? 240 · ⏱️ 18.09.2020):

    ip install annoy
    
  • Conda (? 270K · ⏱️ 23.04.2022):

    onda install -c conda-forge python-annoy
    
NMSLIB (?29 · ⭐ 2.9K) - Non-Metric Space Library (NMSLIB): An efficient similarity search.. Apache-2
  • GitHub (?‍? 48 · ? 400 · ? 670 · ? 400 - 15% open · ⏱️ 31.05.2022):

    it clone https://github.com/nmslib/nmslib
    
  • PyPi (? 110K / month · ? 52 · ⏱️ 03.02.2021):

    ip install nmslib
    
  • Conda (? 64K · ⏱️ 15.04.2022):

    onda install -c conda-forge nmslib
    
hnswlib (?28 · ⭐ 2.2K) - Header-only C++/python library for fast approximate nearest neighbors. Apache-2
  • GitHub (?‍? 56 · ? 390 · ? 280 · ? 270 - 52% open · ⏱️ 16.04.2022):

    it clone https://github.com/nmslib/hnswlib
    
  • PyPi (? 410K / month · ? 28 · ⏱️ 14.02.2022):

    ip install hnswlib
    
  • Conda (? 54K · ⏱️ 16.04.2022):

    onda install -c conda-forge hnswlib
    
PyNNDescent (?28 · ⭐ 680) - A Python nearest neighbor descent for approximate nearest neighbors. BSD-2
  • GitHub (?‍? 23 · ? 90 · ? 2.1K · ? 110 - 49% open · ⏱️ 17.09.2022):

    it clone https://github.com/lmcinnes/pynndescent
    
  • PyPi (? 660K / month · ? 26 · ⏱️ 14.05.2022):

    ip install pynndescent
    
  • Conda (? 900K · ⏱️ 15.05.2022):

    onda install -c conda-forge pynndescent
    
NGT (?23 · ⭐ 930) - Nearest Neighbor Search with Neighborhood Graph and Tree for High-.. Apache-2
  • GitHub (?‍? 14 · ? 95 · ? 100 - 11% open · ⏱️ 21.09.2022):

    it clone https://github.com/yahoojapan/NGT
    
  • PyPi (? 25K / month · ? 8 · ⏱️ 20.06.2022):

    ip install ngt
    
Show 4 hidden projects...
  • Magnitude (?23 · ⭐ 1.5K · ?) - A fast, efficient universal vector embedding utility package. MIT
  • NearPy (?21 · ⭐ 710 · ?) - Python framework for fast (approximated) nearest neighbour search in.. MIT
  • N2 (?19 · ⭐ 530 · ?) - TOROS N2 - lightweight approximate Nearest Neighbor library which runs.. Apache-2
  • PySparNN (?11 · ⭐ 900 · ?) - 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 (?39 · ⭐ 7K · ?) - Probabilistic Programming in Python: Bayesian Modeling and.. Apache-2
  • GitHub (?‍? 410 · ? 1.7K · ? 1.9K · ? 730 · ? 2.8K - 6% open · ⏱️ 22.09.2022):

    it clone https://github.com/pymc-devs/pymc
    
  • PyPi (? 370K / month · ? 240 · ⏱️ 15.03.2022):

    ip install pymc3
    
  • Conda (? 450K · ⏱️ 20.05.2022):

    onda install -c conda-forge pymc3
    
tensorflow-probability (?37 · ⭐ 3.8K) - Probabilistic reasoning and statistical analysis in.. Apache-2
  • GitHub (?‍? 460 · ? 1K · ? 1.3K - 45% open · ⏱️ 22.09.2022):

    it clone https://github.com/tensorflow/probability
    
  • PyPi (? 1.2M / month · ? 340 · ⏱️ 07.06.2022):

    ip install tensorflow-probability
    
  • Conda (? 73K · ⏱️ 08.08.2022):

    onda install -c conda-forge tensorflow-probability
    
Pyro (?34 · ⭐ 7.6K) - Deep universal probabilistic programming with Python and PyTorch. Apache-2
  • GitHub (?‍? 130 · ? 930 · ? 850 · ? 1K - 22% open · ⏱️ 06.09.2022):

    it clone https://github.com/pyro-ppl/pyro
    
  • PyPi (? 410K / month · ? 60 · ⏱️ 24.03.2022):

    ip install pyro-ppl
    
  • Conda (? 21K · ⏱️ 07.09.2022):

    onda install -c conda-forge pyro-ppl
    
GPyTorch (?33 · ⭐ 2.9K) - A highly efficient and modular implementation of Gaussian Processes.. MIT
  • GitHub (?‍? 110 · ? 440 · ? 720 · ? 1.2K - 26% open · ⏱️ 15.09.2022):

    it clone https://github.com/cornellius-gp/gpytorch
    
  • PyPi (? 220K / month · ? 41 · ⏱️ 27.06.2022):

    ip install gpytorch
    
  • Conda (? 51K · ⏱️ 08.09.2022):

    onda install -c conda-forge gpytorch
    
filterpy (?32 · ⭐ 2.4K) - Python Kalman filtering and optimal estimation library. Implements.. MIT
  • GitHub (?‍? 43 · ? 520 · ? 1.6K · ? 210 - 25% open · ⏱️ 22.08.2022):

    it clone https://github.com/rlabbe/filterpy
    
  • PyPi (? 1M / month · ? 130 · ⏱️ 10.10.2018):

    ip install filterpy
    
  • Conda (? 150K · ⏱️ 05.05.2020):

    onda install -c conda-forge filterpy
    
pgmpy (?31 · ⭐ 2.2K) - Python Library for learning (Structure and Parameter), inference.. MIT
  • GitHub (?‍? 110 · ? 640 · ? 170 · ? 410 · ? 800 - 27% open · ⏱️ 22.08.2022):

    it clone https://github.com/pgmpy/pgmpy
    
  • PyPi (? 54K / month · ? 11 · ⏱️ 30.06.2022):

    ip install pgmpy
    
GPflow (?31 · ⭐ 1.7K) - Gaussian processes in TensorFlow. Apache-2
  • GitHub (?‍? 79 · ? 430 · ? 400 · ? 800 - 18% open · ⏱️ 20.09.2022):

    it clone https://github.com/GPflow/GPflow
    
  • PyPi (? 34K / month · ? 29 · ⏱️ 10.05.2022):

    ip install gpflow
    
  • Conda (? 16K · ⏱️ 24.05.2022):

    onda install -c conda-forge gpflow
    
emcee (?31 · ⭐ 1.2K) - The Python ensemble sampling toolkit for affine-invariant MCMC. MIT
  • GitHub (?‍? 65 · ? 420 · ? 1.5K · ? 270 - 15% open · ⏱️ 20.09.2022):

    it clone https://github.com/dfm/emcee
    
  • PyPi (? 97K / month · ? 300 · ⏱️ 10.05.2022):

    ip install emcee
    
  • Conda (? 240K · ⏱️ 10.05.2022):

    onda install -c conda-forge emcee
    
pandas-ta (?30 · ⭐ 2.9K · ?) - Technical Analysis Indicators - Pandas TA is an easy to use.. MIT
  • GitHub (?‍? 45 · ? 630 · ? 840 · ? 430 - 17% open · ⏱️ 23.06.2022):

    it clone https://github.com/twopirllc/pandas-ta
    
  • PyPi (? 68K / month · ? 19 · ⏱️ 28.07.2021):

    ip install pandas-ta
    
  • Conda:

    onda install -c conda-forge pandas-ta
    
hmmlearn (?30 · ⭐ 2.6K) - Hidden Markov Models in Python, with scikit-learn like API. BSD-3
  • GitHub (?‍? 41 · ? 700 · ? 1.4K · ? 390 - 13% open · ⏱️ 07.09.2022):

    it clone https://github.com/hmmlearn/hmmlearn
    
  • PyPi (? 88K / month · ? 130 · ⏱️ 10.02.2022):

    ip install hmmlearn
    
  • Conda (? 140K · ⏱️ 12.02.2022):

    onda install -c conda-forge hmmlearn
    
SALib (?30 · ⭐ 630) - Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and.. MIT
  • GitHub (?‍? 38 · ? 190 · ? 290 - 16% open · ⏱️ 13.09.2022):

    it clone https://github.com/SALib/SALib
    
  • PyPi (? 150K / month · ? 63 · ⏱️ 22.06.2022):

    ip install salib
    
  • Conda (? 92K · ⏱️ 04.09.2021):

    onda install -c conda-forge salib
    
patsy (?29 · ⭐ 850) - Describing statistical models in Python using symbolic formulas. BSD-2
  • GitHub (?‍? 17 · ? 94 · ? 57K · ? 140 - 50% open · ⏱️ 16.08.2022):

    it clone https://github.com/pydata/patsy
    
  • PyPi (? 7.9M / month · ? 2.6K · ⏱️ 26.09.2021):

    ip install patsy
    
  • Conda (? 5.8M · ⏱️ 26.09.2021):

    onda install -c conda-forge patsy
    
pomegranate (?28 · ⭐ 3K) - Fast, flexible and easy to use probabilistic modelling in Python. MIT
  • GitHub (?‍? 66 · ? 540 · ? 750 · ? 680 - 9% open · ⏱️ 04.07.2022):

    it clone https://github.com/jmschrei/pomegranate
    
  • PyPi (? 70K / month · ? 46 · ⏱️ 21.02.2022):

    ip install pomegranate
    
  • Conda (? 98K · ⏱️ 19.09.2022):

    onda install -c conda-forge pomegranate
    
Orbit (?27 · ⭐ 1.5K) - A Python package for Bayesian forecasting with object-oriented design.. Apache-2
  • GitHub (?‍? 18 · ? 110 · ? 9 · ? 380 - 15% open · ⏱️ 14.09.2022):

    it clone https://github.com/uber/orbit
    
  • PyPi (? 230K / month · ? 1 · ⏱️ 28.04.2022):

    ip install orbit-ml
    
bambi (?26 · ⭐ 830) - BAyesian Model-Building Interface (Bambi) in Python. MIT
  • GitHub (?‍? 26 · ? 92 · ? 35 · ? 280 - 19% open · ⏱️ 08.09.2022):

    it clone https://github.com/bambinos/bambi
    
  • PyPi (? 18K / month · ? 3 · ⏱️ 06.06.2022):

    ip install bambi
    
  • Conda (? 13K · ⏱️ 29.08.2022):

    onda install -c conda-forge bambi
    
Baal (?19 · ⭐ 640) - Library to enable Bayesian active learning in your research or labeling.. Apache-2
  • GitHub (?‍? 16 · ? 61 · ? 91 - 30% open · ⏱️ 15.09.2022):

    it clone https://github.com/baal-org/baal
    
  • PyPi (? 700 / month · ? 1 · ⏱️ 03.05.2022):

    ip install baal
    
  • Conda (? 3.2K · ⏱️ 04.05.2022):

    onda install -c conda-forge baal
    
Show 7 hidden projects...
  • pingouin (?29 · ⭐ 1.2K) - Statistical package in Python based on Pandas. ❗️GPL-3.0
  • Edward (?28 · ⭐ 4.7K · ?) - A probabilistic programming language in TensorFlow. Deep.. Apache-2
  • PyStan (?28 · ⭐ 200) - PyStan, a Python interface to Stan, a platform for statistical modeling... ISC
  • scikit-posthocs (?23 · ⭐ 260) - Multiple Pairwise Comparisons (Post Hoc) Tests in Python. MIT
  • pyhsmm (?20 · ⭐ 520 · ?) - Bayesian inference in HSMMs and HMMs. MIT
  • Funsor (?18 · ⭐ 200) - Functional tensors for probabilistic programming. Apache-2
  • ZhuSuan (?15 · ⭐ 2.1K · ?) - 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 (?33 · ⭐ 3.2K) - Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning.. MIT
  • GitHub (?‍? 110 · ? 880 · ? 250 · ? 720 - 13% open · ⏱️ 12.09.2022):

    it clone https://github.com/Trusted-AI/adversarial-robustness-toolbox
    
  • PyPi (? 6.1K / month · ? 7 · ⏱️ 01.07.2022):

    ip install adversarial-robustness-toolbox
    
  • Conda (? 15K · ⏱️ 06.09.2022):

    onda install -c conda-forge adversarial-robustness-toolbox
    
Foolbox (?30 · ⭐ 2.3K) - A Python toolbox to create adversarial examples that fool neural networks.. MIT
  • GitHub (?‍? 32 · ? 400 · ? 320 · ? 350 - 6% open · ⏱️ 25.05.2022):

    it clone https://github.com/bethgelab/foolbox
    
  • PyPi (? 34K / month · ? 13 · ⏱️ 02.04.2022):

    ip install foolbox
    
  • Conda (? 7.7K · ⏱️ 30.04.2021):

    onda install -c conda-forge foolbox
    
TextAttack (?30 · ⭐ 2.1K) - TextAttack is a Python framework for adversarial attacks, data.. MIT
  • GitHub (?‍? 53 · ? 260 · ? 96 · ? 220 - 10% open · ⏱️ 26.08.2022):

    it clone https://github.com/QData/TextAttack
    
  • PyPi (? 8.3K / month · ? 7 · ⏱️ 25.05.2022):

    ip install textattack
    
  • Conda (? 3.9K · ⏱️ 29.06.2021):

    onda install -c conda-forge textattack
    
CleverHans (?29 · ⭐ 5.6K · ?) - An adversarial example library for constructing attacks,.. MIT
  • GitHub (?‍? 130 · ? 1.3K · ? 350 · ? 450 - 5% open · ⏱️ 23.09.2021):

    it clone https://github.com/cleverhans-lab/cleverhans
    
  • PyPi (? 1.8K / month · ? 11 · ⏱️ 24.07.2021):

    ip install cleverhans
    
  • Conda (? 4.2K · ⏱️ 29.07.2021):

    onda install -c conda-forge cleverhans
    
AdvBox (?18 · ⭐ 1.3K) - Advbox is a toolbox to generate adversarial examples that fool neural.. Apache-2
  • GitHub (?‍? 19 · ? 240 · ? 38 - 21% open · ⏱️ 08.08.2022):

    it clone https://github.com/advboxes/AdvBox
    
  • PyPi (? 29 / month · ⏱️ 05.12.2018):

    ip install advbox
    
robustness (?18 · ⭐ 730 · ?) - A library for experimenting with, training and evaluating neural.. MIT
  • GitHub (?‍? 13 · ? 140 · ? 86 · ? 75 - 25% open · ⏱️ 14.02.2022):

    it clone https://github.com/MadryLab/robustness
    
  • PyPi (? 950 / month · ? 2 · ⏱️ 01.12.2020):

    ip install robustness
    
  • Conda (? 4.6K · ⏱️ 30.04.2021):

    onda install -c conda-forge robustness
    
Show 3 hidden projects...
  • advertorch (?22 · ⭐ 1.1K) - A Toolbox for Adversarial Robustness Research. ❗️GPL-3.0
  • textflint (?15 · ⭐ 570) - Unified Multilingual Robustness Evaluation Toolkit for Natural.. ❗️GPL-3.0
  • Adversary (?14 · ⭐ 370 · ?) - 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 (?38 · ⭐ 6.3K · ?) - NumPy & SciPy for GPU. MIT
  • GitHub (?‍? 310 · ? 630 · ? 45K · ? 1.2K · ? 1.8K - 23% open · ⏱️ 21.09.2022):

    it clone https://github.com/cupy/cupy
    
  • PyPi (? 19K / month · ? 160 · ⏱️ 30.06.2022):

    ip install cupy
    
  • Conda (? 1.9M · ⏱️ 11.09.2022):

    onda install -c conda-forge cupy
    
  • Docker Hub (? 55K · ⭐ 8 · ⏱️ 01.09.2022):

    ocker pull cupy/cupy
    
cuDF (?31 · ⭐ 5K) - cuDF - GPU DataFrame Library. Apache-2
  • GitHub (?‍? 250 · ? 640 · ? 4.9K - 13% open · ⏱️ 22.09.2022):

    it clone https://github.com/rapidsai/cudf
    
  • PyPi (? 1.5K / month · ? 6 · ⏱️ 01.06.2020):

    ip install cudf
    
gpustat (?31 · ⭐ 3K) - A simple command-line utility for querying and monitoring GPU status. MIT
  • GitHub (?‍? 14 · ? 250 · ? 2.2K · ? 98 - 25% open · ⏱️ 13.09.2022):

    it clone https://github.com/wookayin/gpustat
    
  • PyPi (? 720K / month · ? 120 · ⏱️ 05.07.2022):

    ip install gpustat
    
  • Conda (? 140K · ⏱️ 24.11.2020):

    onda install -c conda-forge gpustat
    
PyCUDA (?31 · ⭐ 1.4K) - CUDA integration for Python, plus shiny features. MIT
  • GitHub (?‍? 76 · ? 260 · ? 1.5K · ? 240 - 30% open · ⏱️ 13.09.2022):

    it clone https://github.com/inducer/pycuda
    
  • PyPi (? 34K / month · ? 200 · ⏱️ 24.06.2022):

    ip install pycuda
    
  • Conda (? 110K · ⏱️ 11.09.2022):

    onda install -c conda-forge pycuda
    
cuML (?29 · ⭐ 2.9K) - cuML - RAPIDS Machine Learning Library. Apache-2
  • GitHub (?‍? 160 · ? 420 · ? 2.1K - 33% open · ⏱️ 21.09.2022):

    it clone https://github.com/rapidsai/cuml
    
  • PyPi (? 920 / month · ? 4 · ⏱️ 01.06.2020):

    ip install cuml
    
Apex (?28 · ⭐ 6.6K) - A PyTorch Extension: Tools for easy mixed precision and distributed.. BSD-3
  • GitHub (?‍? 100 · ? 1K · ? 1.2K · ? 1.1K - 55% open · ⏱️ 22.09.2022):

    it clone https://github.com/NVIDIA/apex
    
  • Conda (? 110K · ⏱️ 06.04.2022):

    onda install -c conda-forge nvidia-apex
    
ArrayFire (?28 · ⭐ 3.9K) - ArrayFire: a general purpose GPU library. BSD-3
  • GitHub (?‍? 82 · ? 490 · ? 2.8K · ? 1.5K - 16% open · ⏱️ 12.09.2022):

    it clone https://github.com/arrayfire/arrayfire
    
  • PyPi (? 680 / month · ? 5 · ⏱️ 22.02.2022):

    ip install arrayfire
    
optimum (?26 · ⭐ 700) - Accelerate training and inference of Transformers with easy to use.. Apache-2
  • GitHub (?‍? 25 · ? 67 · ? 30 · ? 130 - 44% open · ⏱️ 22.09.2022):

    it clone https://github.com/huggingface/optimum
    
  • PyPi (? 58K / month · ? 3 · ⏱️ 13.06.2022):

    ip install optimum
    
  • Conda (? 3.7K · ⏱️ 12.07.2022):

    onda install -c conda-forge optimum
    
cuGraph (?25 · ⭐ 1.1K) - cuGraph - RAPIDS Graph Analytics Library. Apache-2
  • GitHub (?‍? 90 · ? 210 · ? 1K - 21% open · ⏱️ 22.09.2022):

    it clone https://github.com/rapidsai/cugraph
    
  • PyPi (? 86 / month · ? 1 · ⏱️ 01.06.2020):

    ip install cugraph
    
  • Conda (? 9.8K · ⏱️ 29.04.2021):

    onda install -c conda-forge libcugraph
    
DALI (?24 · ⭐ 4K) - A GPU-accelerated library containing highly optimized building blocks and.. Apache-2
  • GitHub (?‍? 77 · ? 510 · ? 1.3K - 16% open · ⏱️ 22.09.2022):

    it clone https://github.com/NVIDIA/DALI
    
scikit-cuda (?24 · ⭐ 920) - Python interface to GPU-powered libraries. BSD-3
  • GitHub (?‍? 46 · ? 170 · ? 200 · ? 220 - 22% open · ⏱️ 31.03.2022):

    it clone https://github.com/lebedov/scikit-cuda
    
  • PyPi (? 590 / month · ? 44 · ⏱️ 27.05.2019):

    ip install scikit-cuda
    
Merlin (?23 · ⭐ 340) - NVIDIA Merlin is an open source library providing end-to-end GPU-.. Apache-2
  • GitHub (?‍? 25 · ? 56 · ? 250 - 45% open · ⏱️ 22.09.2022):

    it clone https://github.com/NVIDIA-Merlin/Merlin
    
  • PyPi (? 4K / month · ⏱️ 14.06.2022):

    ip install merlin-core
    
BlazingSQL (?22 · ⭐ 1.8K · ?) - BlazingSQL is a lightweight, GPU accelerated, SQL engine for.. Apache-2
  • GitHub (?‍? 49 · ? 170 · ? 720 - 18% open · ⏱️ 30.09.2021):

    it clone https://github.com/BlazingDB/blazingsql
    
  • Conda (? 950 · ⏱️ 11.11.2019):

    onda install -c blazingsql blazingsql-protocol
    
Vulkan Kompute (?19 · ⭐ 940) - General purpose GPU compute framework built on Vulkan to.. Apache-2
  • GitHub (?‍? 20 · ? 66 · ? 180 · ? 4 · ? 180 - 33% open · ⏱️ 11.09.2022):

    it clone https://github.com/KomputeProject/kompute
    
  • PyPi (? 100 / month · ⏱️ 13.04.2022):

    ip install kp
    
cuSignal (?19 · ⭐ 620) - GPU accelerated signal processing. Apache-2
  • GitHub (?‍? 39 · ? 97 · ? 140 - 12% open · ⏱️ 06.09.2022):

    it clone https://github.com/rapidsai/cusignal
    
Show 5 hidden projects...
  • GPUtil (?23 · ⭐ 910 · ?) - A Python module for getting the GPU status from NVIDA GPUs using.. MIT
  • py3nvml (?21 · ⭐ 210) - Python 3 Bindings for NVML library. Get NVIDIA GPU status inside your.. BSD-3
  • nvidia-ml-py3 (?20 · ⭐ 89 · ?) - Python 3 Bindings for the NVIDIA Management Library. BSD-3
  • SpeedTorch (?15 · ⭐ 660 · ?) - Library for faster pinned CPU - GPU transfer in Pytorch. MIT
  • ipyexperiments (?15 · ⭐ 150 · ?) - jupyter/ipython experiment containers for GPU and.. Apache-2

Tensorflow Utilities

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Libraries that extend TensorFlow with additional capabilities.

TensorFlow Datasets (?36 · ⭐ 3.4K) - TFDS is a collection of datasets ready to use with.. Apache-2
  • GitHub (?‍? 270 · ? 1.3K · ? 1.2K - 49% open · ⏱️ 22.09.2022):

    it clone https://github.com/tensorflow/datasets
    
  • PyPi (? 1.4M / month · ? 170 · ⏱️ 02.06.2022):

    ip install tensorflow-datasets
    
  • Conda (? 7.6K · ⏱️ 31.08.2022):

    onda install -c conda-forge tensorflow-datasets
    
TF Addons (?36 · ⭐ 1.6K) - Useful extra functionality for TensorFlow 2.x maintained by.. Apache-2
  • GitHub (?‍? 200 · ? 530 · ? 7.4K · ? 930 - 23% open · ⏱️ 21.09.2022):

    it clone https://github.com/tensorflow/addons
    
  • PyPi (? 2.4M / month · ? 180 · ⏱️ 14.06.2022):

    ip install tensorflow-addons
    
tensorflow-hub (?34 · ⭐ 3.2K) - A library for transfer learning by reusing parts of.. Apache-2
  • GitHub (?‍? 96 · ? 1.7K · ? 13K · ? 660 - 2% open · ⏱️ 22.09.2022):

    it clone https://github.com/tensorflow/hub
    
  • PyPi (? 3.2M / month · ? 300 · ⏱️ 14.04.2021):

    ip install tensorflow-hub
    
  • Conda (? 68K · ⏱️ 18.04.2021):

    onda install -c conda-forge tensorflow-hub
    
tensor2tensor (?33 · ⭐ 13K) - Library of deep learning models and datasets designed to.. Apache-2
  • GitHub (?‍? 240 · ? 3.1K · ? 1.2K · ? 1.3K - 46% open · ⏱️ 13.09.2022):

    it clone https://github.com/tensorflow/tensor2tensor
    
  • PyPi (? 15K / month · ? 93 · ⏱️ 17.06.2020):

    ip install tensor2tensor
    
TensorFlow Transform (?33 · ⭐ 930) - Input pipeline framework. Apache-2
  • GitHub (?‍? 27 · ? 200 · ? 1K · ? 190 - 19% open · ⏱️ 22.09.2022):

    it clone https://github.com/tensorflow/transform
    
  • PyPi (? 3.9M / month · ? 56 · ⏱️ 29.06.2022):

    ip install tensorflow-transform
    
TFX (?32 · ⭐ 1.8K) - TFX is an end-to-end platform for deploying production ML pipelines. Apache-2
  • GitHub (?‍? 150 · ? 600 · ? 850 - 30% open · ⏱️ 21.09.2022):

    it clone https://github.com/tensorflow/tfx
    
  • PyPi (? 390K / month · ? 13 · ⏱️ 26.05.2022):

    ip install tfx
    
TF Model Optimization (?32 · ⭐ 1.3K) - A toolkit to optimize ML models for deployment for.. Apache-2
  • GitHub (?‍? 73 · ? 290 · ? 2.1K · ? 340 - 53% open · ⏱️ 19.09.2022):

    it clone https://github.com/tensorflow/model-optimization
    
  • PyPi (? 190K / month · ? 21 · ⏱️ 18.03.2022):

    ip install tensorflow-model-optimization
    
Keras-Preprocessing (?29 · ⭐ 1K · ?) - Utilities for working with image data, text data, and.. MIT
  • GitHub (?‍? 52 · ? 440 · ? 200 - 47% open · ⏱️ 17.02.2022):

    it clone https://github.com/keras-team/keras-preprocessing
    
  • PyPi (? 9.4M / month · ? 1.5K · ⏱️ 14.05.2020):

    ip install keras-preprocessing
    
  • Conda (? 1.5M · ⏱️ 15.01.2021):

    onda install -c conda-forge keras-preprocessing
    
TensorFlow I/O (?29 · ⭐ 580) - Dataset, streaming, and file system extensions.. Apache-2
  • GitHub (?‍? 94 · ? 230 · ? 540 - 37% open · ⏱️ 07.09.2022):

    it clone https://github.com/tensorflow/io
    
  • PyPi (? 480K / month · ? 26 · ⏱️ 18.05.2022):

    ip install tensorflow-io
    
Neural Structured Learning (?27 · ⭐ 930) - Training neural models with structured signals. Apache-2
  • GitHub (?‍? 36 · ? 180 · ? 260 · ? 67 - 4% open · ⏱️ 17.09.2022):

    it clone https://github.com/tensorflow/neural-structured-learning
    
  • PyPi (? 15K / month · ? 3 · ⏱️ 18.08.2020):

    ip install neural-structured-learning
    
TensorFlow Cloud (?24 · ⭐ 330) - The TensorFlow Cloud repository provides APIs that.. Apache-2
  • GitHub (?‍? 27 · ? 71 · ? 170 · ? 85 - 68% open · ⏱️ 20.09.2022):

    it clone https://github.com/tensorflow/cloud
    
  • PyPi (? 140K / month · ? 1 · ⏱️ 17.06.2021):

    ip install tensorflow-cloud
    
TF Compression (?22 · ⭐ 670) - Data compression in TensorFlow. Apache-2
  • GitHub (?‍? 17 · ? 220 · ? 87 - 2% open · ⏱️ 14.09.2022):

    it clone https://github.com/tensorflow/compression
    
  • PyPi (? 1.7K / month · ? 1 · ⏱️ 30.05.2022):

    ip install tensorflow-compression
    
Saliency (?21 · ⭐ 820) - Framework-agnostic implementation for state-of-the-art saliency.. Apache-2
  • GitHub (?‍? 16 · ? 180 · ? 42 · ? 27 - 3% open · ⏱️ 13.05.2022):

    it clone https://github.com/PAIR-code/saliency
    
  • PyPi (? 640 / month · ? 3 · ⏱️ 14.06.2022):

    ip install saliency
    
tffm (?20 · ⭐ 780 · ?) - TensorFlow implementation of an arbitrary order Factorization Machine. MIT
  • GitHub (?‍? 10 · ? 190 · ? 11 · ? 40 - 45% open · ⏱️ 17.01.2022):

    it clone https://github.com/geffy/tffm
    
  • PyPi (? 1.5K / month · ? 1 · ⏱️ 17.01.2022):

    ip install tffm
    
Show 2 hidden projects...
  • efficientnet (?26 · ⭐ 2K · ?) - Implementation of EfficientNet model. Keras and.. Apache-2
  • TensorNets (?20 · ⭐ 1K · ?) - High level network definitions with pre-trained weights in.. MIT

Jax Utilities

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Libraries that extend Jax with additional capabilities.

equinox (?24 · ⭐ 790) - Callable PyTrees and filtered transforms = neural networks in.. Apache-2
  • GitHub (?‍? 12 · ? 45 · ? 48 · ? 99 - 19% open · ⏱️ 20.09.2022):

    it clone https://github.com/patrick-kidger/equinox
    
  • PyPi (? 2.7K / month · ? 6 · ⏱️ 05.07.2022):

    ip install equinox
    
evojax (?18 · ⭐ 550) - EvoJAX: Hardware-accelerated Neuroevolution. Apache-2
  • GitHub (?‍? 10 · ? 46 · ? 13 - 30% open · ⏱️ 15.09.2022):

    it clone https://github.com/google/evojax
    
  • PyPi (? 450 / month · ⏱️ 15.06.2022):

    ip install evojax
    
  • Conda (? 8.3K · ⏱️ 15.09.2022):

    onda install -c conda-forge evojax
    
Show 1 hidden projects...
  • jaxdf (?11 · ⭐ 58) - A JAX-based research framework for writing differentiable.. ❗️LGPL-3.0

Sklearn Utilities

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Libraries that extend scikit-learn with additional capabilities.

MLxtend (?36 · ⭐ 4.1K) - A library of extension and helper modules for Pythons data.. BSD-3
  • GitHub (?‍? 90 · ? 770 · ? 6.8K · ? 440 - 28% open · ⏱️ 17.09.2022):

    it clone https://github.com/rasbt/mlxtend
    
  • PyPi (? 1.5M / month · ? 160 · ⏱️ 27.05.2022):

    ip install mlxtend
    
  • Conda (? 230K · ⏱️ 17.09.2022):

    onda install -c conda-forge mlxtend
    
imbalanced-learn (?34 · ⭐ 6.1K) - A Python Package to Tackle the Curse of Imbalanced.. MIT
  • GitHub (?‍? 63 · ? 1.2K · ? 13K · ? 530 - 11% open · ⏱️ 16.05.2022):

    it clone https://github.com/scikit-learn-contrib/imbalanced-learn
    
  • PyPi (? 3.3M / month · ? 270 · ⏱️ 16.05.2022):

    ip install imbalanced-learn
    
  • Conda (? 270K · ⏱️ 16.05.2022):

    onda install -c conda-forge imbalanced-learn
    
category_encoders (?34 · ⭐ 2K) - A library of sklearn compatible categorical variable.. BSD-3
  • GitHub (?‍? 55 · ? 370 · ? 3.9K · ? 250 - 24% open · ⏱️ 06.09.2022):

    it clone https://github.com/scikit-learn-contrib/category_encoders
    
  • PyPi (? 840K / month · ? 120 · ⏱️ 02.06.2022):

    ip install category_encoders
    
  • Conda (? 180K · ⏱️ 02.06.2022):

    onda install -c conda-forge category_encoders
    
scikit-learn-intelex (?30 · ⭐ 770) - Intel(R) Extension for Scikit-learn is a seamless way.. Apache-2
  • GitHub (?‍? 57 · ? 120 · ? 2.8K · ? 200 - 52% open · ⏱️ 19.09.2022):

    it clone https://github.com/intel/scikit-learn-intelex
    
  • PyPi (? 93K / month · ? 6 · ⏱️ 16.06.2022):

    ip install scikit-learn-intelex
    
  • Conda (? 72K · ⏱️ 20.09.2022):

    onda install -c conda-forge scikit-learn-intelex
    
fancyimpute (?26 · ⭐ 1.1K · ?) - Multivariate imputation and matrix completion.. Apache-2
  • GitHub (?‍? 12 · ? 170 · ? 1.2K · ? 110 - 1% open · ⏱️ 21.10.2021):

    it clone https://github.com/iskandr/fancyimpute
    
  • PyPi (? 19K / month · ? 29 · ⏱️ 21.10.2021):

    ip install fancyimpute
    
scikit-lego (?25 · ⭐ 900) - Extra blocks for scikit-learn pipelines. MIT
  • GitHub (?‍? 55 · ? 95 · ? 63 · ? 250 - 9% open · ⏱️ 10.09.2022):

    it clone https://github.com/koaning/scikit-lego
    
  • PyPi (? 20K / month · ? 7 · ⏱️ 05.06.2022):

    ip install scikit-lego
    
  • Conda (? 25K · ⏱️ 11.09.2022):

    onda install -c conda-forge scikit-lego
    
scikit-multilearn (?25 · ⭐ 780) - A scikit-learn based module for multi-label et. al... BSD-2
  • GitHub (?‍? 17 · ? 150 · ? 840 · ? 200 - 51% open · ⏱️ 09.07.2022):

    it clone https://github.com/scikit-multilearn/scikit-multilearn
    
  • PyPi (? 86K / month · ? 18 · ⏱️ 10.12.2018):

    ip install scikit-multilearn
    
scikit-opt (?24 · ⭐ 3.5K) - Genetic Algorithm, Particle Swarm Optimization, Simulated.. MIT
  • GitHub (?‍? 16 · ? 810 · ? 86 · ? 160 - 30% open · ⏱️ 15.07.2022):

    it clone https://github.com/guofei9987/scikit-opt
    
  • PyPi (? 2.6K / month · ? 6 · ⏱️ 14.01.2022):

    ip install scikit-opt
    
sklearn-contrib-lightning (?22 · ⭐ 1.6K · ?) - Large-scale linear classification, regression and.. BSD-3
  • GitHub (?‍? 17 · ? 200 · ? 230 · ? 110 · ? 93 - 54% open · ⏱️ 30.01.2022):

    it clone https://github.com/scikit-learn-contrib/lightning
    
  • PyPi (? 2.1K / month · ? 6 · ⏱️ 30.01.2022):

    ip install sklearn-contrib-lightning
    
  • Conda (? 170K · ⏱️ 13.11.2021):

    onda install -c conda-forge sklearn-contrib-lightning
    
combo (?22 · ⭐ 590) - (AAAI 20) A Python Toolbox for Machine Learning Model Combination. BSD-2 xgboost
  • GitHub (?‍? 2 · ? 100 · ? 480 · ? 14 - 78% open · ⏱️ 07.07.2022):

    it clone https://github.com/yzhao062/combo
    
  • PyPi (? 45K / month · ? 4 · ⏱️ 02.04.2022):

    ip install combo
    
iterative-stratification (?20 · ⭐ 720) - scikit-learn cross validators for iterative.. BSD-3
  • GitHub (?‍? 7 · ? 64 · ? 230 · ? 23 - 17% open · ⏱️ 06.06.2022):

    it clone https://github.com/trent-b/iterative-stratification
    
  • PyPi (? 42K / month · ? 10 · ⏱️ 03.10.2021):

    ip install iterative-stratification
    
DESlib (?18 · ⭐ 420) - A Python library for dynamic classifier and ensemble selection. BSD-3
  • GitHub (?‍? 14 · ? 73 · ? 29 · ? 150 - 10% open · ⏱️ 07.06.2022):

    it clone https://github.com/scikit-learn-contrib/DESlib
    
  • PyPi (? 350 / month · ? 2 · ⏱️ 08.02.2021):

    ip install deslib
    
scikit-tda (?17 · ⭐ 370) - Topological Data Analysis for Python. MIT
  • GitHub (?‍? 4 · ? 44 · ? 33 · ? 19 - 78% open · ⏱️ 13.03.2022):

    it clone https://github.com/scikit-tda/scikit-tda
    
  • PyPi (? 1.8K / month · ⏱️ 03.08.2021):

    ip install scikit-tda
    
Show 6 hidden projects...
  • scikit-survival (?28 · ⭐ 830) - Survival analysis built on top of scikit-learn. ❗️GPL-3.0
  • sklearn-crfsuite (?26 · ⭐ 410 · ?) - scikit-learn inspired API for CRFsuite. MIT
  • skope-rules (?22 · ⭐ 480 · ?) - machine learning with logical rules in Python. ❗️BSD-1-Clause
  • celer (?20 · ⭐ 160) - Fast solver for L1-type problems: Lasso, sparse Logisitic regression,.. BSD-3
  • skggm (?17 · ⭐ 210) - Scikit-learn compatible estimation of general graphical models. MIT
  • dabl (?16 · ⭐ 120 · ?) - Data Analysis Baseline Library. BSD-3

Pytorch Utilities

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Libraries that extend Pytorch with additional capabilities.

accelerate (?34 · ⭐ 2.9K) - A simple way to train and use PyTorch models with multi-.. Apache-2
  • GitHub (?‍? 62 · ? 220 · ? 990 · ? 350 - 11% open · ⏱️ 22.09.2022):

    it clone https://github.com/huggingface/accelerate
    
  • PyPi (? 460K / month · ? 23 · ⏱️ 15.06.2022):

    ip install accelerate
    
  • Conda:

    onda install -c conda-forge accelerate
    
PML (?32 · ⭐ 4.7K) - The easiest way to use deep metric learning in your application. Modular,.. MIT
  • GitHub (?‍? 29 · ? 580 · ? 340 · ? 380 - 13% open · ⏱️ 20.09.2022):

    it clone https://github.com/KevinMusgrave/pytorch-metric-learning
    
  • PyPi (? 85K / month · ? 12 · ⏱️ 29.06.2022):

    ip install pytorch-metric-learning
    
  • Conda (? 8.4K · ⏱️ 20.09.2022):

    onda install -c metric-learning pytorch-metric-learning
    
torchdiffeq (?30 · ⭐ 4.2K) - Differentiable ODE solvers with full GPU support and.. MIT
  • GitHub (?‍? 21 · ? 730 · ? 310 · ? 180 - 22% open · ⏱️ 10.08.2022):

    it clone https://github.com/rtqichen/torchdiffeq
    
  • PyPi (? 380K / month · ? 20 · ⏱️ 22.04.2022):

    ip install torchdiffeq
    
  • Conda (? 7.2K · ⏱️ 03.06.2021):

    onda install -c conda-forge torchdiffeq
    
lightning-flash (?29 · ⭐ 1.6K) - Your PyTorch AI Factory - Flash enables you to easily.. Apache-2
  • GitHub (?‍? 78 · ? 170 · ? 120 · ? 480 - 3% open · ⏱️ 12.09.2022):

    it clone https://github.com/Lightning-AI/lightning-flash
    
  • PyPi (? 5.4K / month · ? 3 · ⏱️ 11.05.2022):

    ip install lightning-flash
    
  • Conda:

    onda install -c conda-forge lightning-flash
    
pytorch-optimizer (?27 · ⭐ 2.5K · ?) - torch-optimizer -- collection of optimizers for.. Apache-2
  • GitHub (?‍? 25 · ? 240 · ? 690 · ? 50 - 42% open · ⏱️ 11.11.2021):

    it clone https://github.com/jettify/pytorch-optimizer
    
  • PyPi (? 45K / month · ? 23 · ⏱️ 31.10.2021):

    ip install torch_optimizer
    
  • Conda (? 4.8K · ⏱️ 31.10.2021):

    onda install -c conda-forge torch-optimizer
    
PyTorch Sparse (?26 · ⭐ 720) - PyTorch Extension Library of Optimized Autograd Sparse.. MIT
  • GitHub (?‍? 33 · ? 110 · ? 210 - 14% open · ⏱️ 19.09.2022):

    it clone https://github.com/rusty1s/pytorch_sparse
    
  • PyPi (? 26K / month · ? 47 · ⏱️ 30.06.2022):

    ip install torch-sparse
    
  • Conda (? 130K · ⏱️ 23.08.2022):

    onda install -c conda-forge pytorch_sparse
    
torch-scatter (?25 · ⭐ 1.1K) - PyTorch Extension Library of Optimized Scatter Operations. MIT
  • GitHub (?‍? 22 · ? 130 · ? 280 - 9% open · ⏱️ 18.08.2022):

    it clone https://github.com/rusty1s/pytorch_scatter
    
  • PyPi (? 33K / month · ? 53 · ⏱️ 22.10.2021):

    ip install torch-scatter
    
  • Conda (? 110K · ⏱️ 28.07.2022):

    onda install -c conda-forge pytorch_scatter
    
TabNet (?24 · ⭐ 1.9K) - PyTorch implementation of TabNet paper :.. MIT
  • GitHub (?‍? 19 · ? 380 · ? 270 - 15% open · ⏱️ 27.06.2022):

    it clone https://github.com/dreamquark-ai/tabnet
    
  • PyPi (? 20K / month · ? 9 · ⏱️ 02.02.2021):

    ip install pytorch-tabnet
    
  • Conda (? 2K · ⏱️ 30.12.2021):

    onda install -c conda-forge pytorch-tabnet
    
Pytorch Toolbelt (?24 · ⭐ 1.3K) - PyTorch extensions for fast R&D prototyping and Kaggle.. MIT
  • GitHub (?‍? 7 · ? 110 · ? 25 - 12% open · ⏱️ 13.09.2022):

    it clone https://github.com/BloodAxe/pytorch-toolbelt
    
  • PyPi (? 15K / month · ? 6 · ⏱️ 27.06.2022):

    ip install pytorch_toolbelt
    
Torchmeta (?23 · ⭐ 1.7K · ?) - A collection of extensions and data-loaders for few-shot.. MIT
  • GitHub (?‍? 12 · ? 220 · ? 100 · ? 140 - 34% open · ⏱️ 20.09.2021):

    it clone https://github.com/tristandeleu/pytorch-meta
    
  • PyPi (? 1.7K / month · ⏱️ 20.09.2021):

    ip install torchmeta
    
tinygrad (?22 · ⭐ 6.8K) - You like pytorch? You like micrograd? You love tinygrad!. MIT
  • GitHub (?‍? 67 · ? 680 · ? 3 · ? 120 - 20% open · ⏱️ 21.09.2022):

    it clone https://github.com/geohot/tinygrad
    
Higher (?22 · ⭐ 1.4K · ?) - higher is a pytorch library allowing users to obtain higher.. Apache-2
  • GitHub (?‍? 9 · ? 100 · ? 160 · ? 100 - 52% open · ⏱️ 26.10.2021):

    it clone https://github.com/facebookresearch/higher
    
  • PyPi (? 31K / month · ? 4 · ⏱️ 14.07.2020):

    ip install higher
    
Performer Pytorch (?20 · ⭐ 870 · ?) - An implementation of Performer, a linear attention-.. MIT
  • GitHub (?‍? 6 · ? 130 · ? 51 · ? 79 - 45% open · ⏱️ 02.02.2022):

    it clone https://github.com/lucidrains/performer-pytorch
    
  • PyPi (? 13K / month · ? 4 · ⏱️ 02.02.2022):

    ip install performer-pytorch
    
reformer-pytorch (?19 · ⭐ 1.8K) - Reformer, the efficient Transformer, in Pytorch. MIT
  • GitHub (?‍? 11 · ? 240 · ? 120 - 11% open · ⏱️ 24.06.2022):

    it clone https://github.com/lucidrains/reformer-pytorch
    
  • PyPi (? 1.1K / month · ⏱️ 06.11.2021):

    ip install reformer-pytorch
    
Tez (?19 · ⭐ 1.1K) - Tez is a super-simple and lightweight Trainer for PyTorch. It also.. Apache-2
  • GitHub (?‍? 2 · ? 140 · ? 34 · ? 39 - 56% open · ⏱️ 16.09.2022):

    it clone https://github.com/abhishekkrthakur/tez
    
  • PyPi (? 1K / month · ? 2 · ⏱️ 05.06.2022):

    ip install tez
    
Torch-Struct (?19 · ⭐ 1K · ?) - Fast, general, and tested differentiable structured.. MIT
  • GitHub (?‍? 16 · ? 84 · ? 54 - 44% open · ⏱️ 30.01.2022):

    it clone https://github.com/harvardnlp/pytorch-struct
    
  • PyPi (? 70K / month · ⏱️ 14.02.2021):

    ip install torch-struct
    
Tensor Sensor (?16 · ⭐ 660) - The goal of this library is to generate more helpful.. MIT
  • GitHub (?‍? 4 · ? 34 · ? 7 · ? 23 - 34% open · ⏱️ 07.04.2022):

    it clone https://github.com/parrt/tensor-sensor
    
  • PyPi (? 1.8K / month · ⏱️ 11.12.2021):

    ip install tensor-sensor
    
  • Conda (? 1.3K · ⏱️ 11.12.2021):

    onda install -c conda-forge tensor-sensor
    
madgrad (?15 · ⭐ 770) - MADGRAD Optimization Method. MIT
  • GitHub (?‍? 2 · ? 55 · ? 29 · ? 8 - 12% open · ⏱️ 10.03.2022):

    it clone https://github.com/facebookresearch/madgrad
    
  • PyPi (? 7.6K / month · ⏱️ 08.03.2022):

    ip install madgrad
    
Pywick (?15 · ⭐ 370 · ?) - High-level batteries-included neural network training library for.. MIT
  • GitHub (?‍? 4 · ? 39 · ? 7 · ? 15 - 13% open · ⏱️ 22.10.2021):

    it clone https://github.com/achaiah/pywick
    
  • PyPi (? 29 / month · ⏱️ 22.10.2021):

    ip install pywick
    
Show 13 hidden projects...

Database Clients

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Libraries for connecting to, operating, and querying databases.

best-of-python - DB Clients ( ⭐ 2.5K) - Collection of database clients for python.


Others

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scipy (?49 · ⭐ 10K) - Ecosystem of open-source software for mathematics, science, and engineering. BSD-3
  • GitHub (?‍? 1.4K · ? 4.4K · ? 360K · ? 570K · ? 8.8K - 19% open · ⏱️ 22.09.2022):

    it clone https://github.com/scipy/scipy
    
  • PyPi (? 46M / month · ? 58K · ⏱️ 05.07.2022):

    ip install scipy
    
  • Conda (? 28M · ⏱️ 30.08.2022):

    onda install -c conda-forge scipy
    
SymPy (?46 · ⭐ 9.6K) - A computer algebra system written in pure Python. BSD-3
  • GitHub (?‍? 1.2K · ? 3.7K · ? 460K · ? 46K · ? 13K - 35% open · ⏱️ 21.09.2022):

    it clone https://github.com/sympy/sympy
    
  • PyPi (? 2.7M / month · ? 4.2K · ⏱️ 20.03.2022):

    ip install sympy
    
  • Conda (? 2.4M · ⏱️ 23.08.2022):

    onda install -c conda-forge sympy
    
Streamlit (?40 · ⭐ 21K) - Streamlit The fastest way to build data apps in Python. Apache-2
  • GitHub (?‍? 150 · ? 1.9K · ? 410 · ? 2.7K - 23% open · ⏱️ 22.09.2022):

    it clone https://github.com/streamlit/streamlit
    
  • PyPi (? 940K / month · ? 420 · ⏱️ 27.07.2022):

    ip install streamlit
    
PaddleHub (?36 · ⭐ 9.5K) - Awesome pre-trained models toolkit based on PaddlePaddle... Apache-2
  • GitHub (?‍? 65 · ? 1.8K · ? 580 · ? 940 · ? 1.2K - 43% open · ⏱️ 22.09.2022):

    it clone https://github.com/PaddlePaddle/PaddleHub
    
  • PyPi (? 17K / month · ? 6 · ⏱️ 28.12.2021):

    ip install paddlehub
    
PyOD (?36 · ⭐ 6.2K) - A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly.. BSD-2
  • GitHub (?‍? 43 · ? 1.2K · ? 1.6K · ? 270 - 50% open · ⏱️ 15.09.2022):

    it clone https://github.com/yzhao062/pyod
    
  • PyPi (? 440K / month · ? 34 · ⏱️ 05.07.2022):

    ip install pyod
    
  • Conda (? 38K · ⏱️ 15.09.2022):

    onda install -c conda-forge pyod
    
DeepChem (?34 · ⭐ 3.9K) - Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry,.. MIT
  • GitHub (?‍? 200 · ? 1.4K · ? 120 · ? 1.5K - 32% open · ⏱️ 15.09.2022):

    it clone https://github.com/deepchem/deepchem
    
  • PyPi (? 8.6K / month · ? 6 · ⏱️ 06.07.2022):

    ip install deepchem
    
  • Conda (? 45K · ⏱️ 19.01.2022):

    onda install -c conda-forge deepchem
    
Gradio (?33 · ⭐ 9.2K) - Wrap UIs around any model, share with anyone. Apache-2
  • GitHub (?‍? 100 · ? 580 · ? 1.2K - 20% open · ⏱️ 21.09.2022):

    it clone https://github.com/gradio-app/gradio
    
  • PyPi (? 500K / month · ? 22 · ⏱️ 04.07.2022):

    ip install gradio
    
carla (?33 · ⭐ 8.3K · ?) - Open-source simulator for autonomous driving research. MIT
  • GitHub (?‍? 140 · ? 2.5K · ? 250 · ? 4K - 16% open · ⏱️ 19.11.2021):

    it clone https://github.com/carla-simulator/carla
    
  • PyPi (? 21K / month · ? 3 · ⏱️ 17.11.2021):

    ip install carla
    
Datasette (?33 · ⭐ 6.5K) - An open source multi-tool for exploring and publishing data. Apache-2
  • GitHub (?‍? 68 · ? 420 · ? 39 · ? 750 · ? 1.4K - 27% open · ⏱️ 20.09.2022):

    it clone https://github.com/simonw/datasette
    
  • PyPi (? 230K / month · ? 160 · ⏱️ 02.05.2022):

    ip install datasette
    
  • Conda (? 11K · ⏱️ 16.08.2022):

    onda install -c conda-forge datasette
    
Autograd (?33 · ⭐ 6K) - Efficiently computes derivatives of numpy code. MIT
  • GitHub (?‍? 52 · ? 830 · ? 3.9K · ? 390 - 42% open · ⏱️ 15.06.2022):

    it clone https://github.com/HIPS/autograd
    
  • PyPi (? 1.1M / month · ? 290 · ⏱️ 08.04.2022):

    ip install autograd
    
  • Conda (? 230K · ⏱️ 29.06.2022):

    onda install -c conda-forge autograd
    
adapter-transformers (?32 · ⭐ 1K) - Huggingface Transformers + Adapters =. Apache-2 huggingface
  • GitHub (?‍? 1.4K · ? 170 · ? 88 · ? 230 - 24% open · ⏱️ 15.09.2022):

    it clone https://github.com/Adapter-Hub/adapter-transformers
    
  • PyPi (? 41K / month · ? 5 · ⏱️ 18.05.2022):

    ip install adapter-transformers
    
pyopencl (?32 · ⭐ 920) - OpenCL integration for Python, plus shiny features. MIT
  • GitHub (?‍? 92 · ? 230 · ? 820 · ? 310 - 21% open · ⏱️ 12.09.2022):

    it clone https://github.com/inducer/pyopencl
    
  • PyPi (? 35K / month · ? 190 · ⏱️ 22.06.2022):

    ip install pyopencl
    
  • Conda (? 690K · ⏱️ 12.09.2022):

    onda install -c conda-forge pyopencl
    
datalad (?32 · ⭐ 340) - Keep code, data, containers under control with git and git-annex. MIT
  • GitHub (?‍? 49 · ? 94 · ? 3.7K - 15% open · ⏱️ 16.09.2022):

    it clone https://github.com/datalad/datalad
    
  • PyPi (? 10K / month · ? 57 · ⏱️ 06.07.2022):

    ip install datalad
    
  • Conda (? 250K · ⏱️ 21.09.2022):

    onda install -c conda-forge datalad
    
River (?31 · ⭐ 3.6K) - Online machine learning in Python. BSD-3
  • GitHub (?‍? 82 · ? 390 · ? 170 · ? 390 - 3% open · ⏱️ 15.09.2022):

    it clone https://github.com/online-ml/river
    
  • PyPi (? 12K / month · ? 14 · ⏱️ 06.06.2022):

    ip install river
    
  • Conda (? 13K · ⏱️ 09.12.2021):

    onda install -c conda-forge river
    
hdbscan (?31 · ⭐ 2.3K) - A high performance implementation of HDBSCAN clustering. BSD-3
  • GitHub (?‍? 80 · ? 410 · ? 1.5K · ? 450 - 64% open · ⏱️ 16.09.2022):

    it clone https://github.com/scikit-learn-contrib/hdbscan
    
  • PyPi (? 470K / month · ? 160 · ⏱️ 08.02.2022):

    ip install hdbscan
    
  • Conda (? 1.2M · ⏱️ 11.02.2022):

    onda install -c conda-forge hdbscan
    
Pythran (?31 · ⭐ 1.8K) - Ahead of Time compiler for numeric kernels. BSD-3
  • GitHub (?‍? 66 · ? 180 · ? 250 · ? 770 - 15% open · ⏱️ 21.09.2022):

    it clone https://github.com/serge-sans-paille/pythran
    
  • PyPi (? 420K / month · ? 17 · ⏱️ 14.12.2021):

    ip install pythran
    
  • Conda (? 270K · ⏱️ 31.07.2022):

    onda install -c conda-forge pythran
    
tensorly (?31 · ⭐ 1.3K) - TensorLy: Tensor Learning in Python. BSD-2
  • GitHub (?‍? 56 · ? 250 · ? 300 · ? 210 - 25% open · ⏱️ 21.09.2022):

    it clone https://github.com/tensorly/tensorly
    
  • PyPi (? 5.2K / month · ? 30 · ⏱️ 08.11.2021):

    ip install tensorly
    
  • Conda (? 290K · ⏱️ 09.12.2021):

    onda install -c conda-forge tensorly
    
pysc2 (?30 · ⭐ 7.6K) - StarCraft II Learning Environment. Apache-2
  • GitHub (?‍? 36 · ? 1.1K · ? 29K · ? 420 · ? 280 - 18% open · ⏱️ 07.08.2022):

    it clone https://github.com/deepmind/pysc2
    
  • PyPi (? 3K / month · ? 26 · ⏱️ 27.09.2019):

    ip install pysc2
    
PennyLane (?30 · ⭐ 1.5K) - PennyLane is a cross-platform Python library for differentiable.. Apache-2
  • GitHub (?‍? 120 · ? 400 · ? 62 · ? 840 - 30% open · ⏱️ 22.09.2022):

    it clone https://github.com/PennyLaneAI/PennyLane
    
  • PyPi (? 19K / month · ? 34 · ⏱️ 20.06.2022):

    ip install pennylane
    
  • Conda (? 4.9K · ⏱️ 01.05.2022):

    onda install -c conda-forge pennylane
    
causalml (?29 · ⭐ 3.5K) - Uplift modeling and causal inference with machine learning.. Apache-2
  • GitHub (?‍? 46 · ? 540 · ? 53 · ? 290 - 21% open · ⏱️ 20.09.2022):

    it clone https://github.com/uber/causalml
    
  • PyPi (? 55K / month · ? 1 · ⏱️ 14.03.2022):

    ip install causalml
    
alibi-detect (?29 · ⭐ 1.5K) - Algorithms for outlier, adversarial and drift detection. Apache-2
  • GitHub (?‍? 16 · ? 150 · ? 110 · ? 280 - 35% open · ⏱️ 22.09.2022):

    it clone https://github.com/SeldonIO/alibi-detect
    
  • PyPi (? 26K / month · ? 5 · ⏱️ 01.06.2022):

    ip install alibi-detect
    
kmodes (?29 · ⭐ 1.1K) - Python implementations of the k-modes and k-prototypes clustering.. MIT
  • GitHub (?‍? 21 · ? 380 · ? 1.4K · ? 150 - 11% open · ⏱️ 06.09.2022):

    it clone https://github.com/nicodv/kmodes
    
  • PyPi (? 380K / month · ? 26 · ⏱️ 14.04.2022):

    ip install kmodes
    
  • Conda (? 16K · ⏱️ 06.09.2022):

    onda install -c conda-forge kmodes
    
pyjanitor (?29 · ⭐ 980) - Clean APIs for data cleaning. Python implementation of R package Janitor. MIT
  • GitHub (?‍? 100 · ? 150 · ? 220 · ? 500 - 21% open · ⏱️ 19.09.2022):

    it clone https://github.com/pyjanitor-devs/pyjanitor
    
  • PyPi (? 28K / month · ? 11 · ⏱️ 03.05.2022):

    ip install pyjanitor
    
  • Conda (? 140K · ⏱️ 22.11.2021):

    onda install -c conda-forge pyjanitor
    
Mars (?27 · ⭐ 2.5K) - Mars is a tensor-based unified framework for large-scale data.. Apache-2
  • GitHub (?‍? 45 · ? 300 · ? 1.1K - 18% open · ⏱️ 19.09.2022):

    it clone https://github.com/mars-project/mars
    
  • PyPi (? 20K / month · ? 1 · ⏱️ 12.06.2022):

    ip install pymars
    
pycm (?27 · ⭐ 1.3K) - Multi-class confusion matrix library in Python. MIT
  • GitHub (?‍? 17 · ? 110 · ? 170 · ? 190 - 5% open · ⏱️ 17.08.2022):

    it clone https://github.com/sepandhaghighi/pycm
    
  • PyPi (? 35K / month · ? 13 · ⏱️ 27.04.2022):

    ip install pycm
    
metric-learn (?27 · ⭐ 1.3K) - Metric learning algorithms in Python. MIT
  • GitHub (?‍? 22 · ? 220 · ? 230 · ? 170 - 30% open · ⏱️ 21.06.2022):

    it clone https://github.com/scikit-learn-contrib/metric-learn
    
  • PyPi (? 41K / month · ? 11 · ⏱️ 02.07.2020):

    ip install metric-learn
    
  • Conda (? 7.1K · ⏱️ 02.07.2020):

    onda install -c conda-forge metric-learn
    
avalanche (?27 · ⭐ 1.1K) - Avalanche: an End-to-End Library for Continual Learning based on.. MIT
  • GitHub (?‍? 58 · ? 180 · ? 3 · ? 11 · ? 550 - 14% open · ⏱️ 21.09.2022):

    it clone https://github.com/ContinualAI/avalanche
    
  • PyPi (? 440 / month · ⏱️ 14.06.2022):

    ip install avalanche-lib
    
PySwarms (?27 · ⭐ 980) - A research toolkit for particle swarm optimization in Python. MIT
  • GitHub (?‍? 44 · ? 300 · ? 190 · ? 210 - 4% open · ⏱️ 03.07.2022):

    it clone https://github.com/ljvmiranda921/pyswarms
    
  • PyPi (? 8.5K / month · ? 11 · ⏱️ 03.01.2021):

    ip install pyswarms
    
Trax (?26 · ⭐ 7.1K) - Trax Deep Learning with Clear Code and Speed. Apache-2
  • GitHub (?‍? 78 · ? 730 · ? 81 · ? 210 - 42% open · ⏱️ 09.09.2022):

    it clone https://github.com/google/trax
    
  • PyPi (? 4.6K / month · ⏱️ 26.10.2021):

    ip install trax
    
AugLy (?26 · ⭐ 4.6K) - A data augmentations library for audio, image, text, and video. MIT
  • GitHub (?‍? 26 · ? 260 · ? 46 · ? 70 - 22% open · ⏱️ 21.09.2022):

    it clone https://github.com/facebookresearch/AugLy
    
  • PyPi (? 1.7K / month · ? 3 · ⏱️ 28.03.2022):

    ip install augly
    
TabPy (?26 · ⭐ 1.3K) - Execute Python code on the fly and display results in Tableau visualizations:. MIT
  • GitHub (?‍? 46 · ? 490 · ? 94 · ? 300 - 3% open · ⏱️ 10.06.2022):

    it clone https://github.com/tableau/TabPy
    
  • PyPi (? 21K / month · ? 2 · ⏱️ 20.01.2022):

    ip install tabpy
    
  • Conda (? 3.3K · ⏱️ 02.05.2022):

    onda install -c anaconda tabpy-client
    
gplearn (?26 · ⭐ 1.2K) - Genetic Programming in Python, with a scikit-learn inspired API. BSD-3
  • GitHub (?‍? 11 · ? 200 · ? 280 · ? 210 - 15% open · ⏱️ 04.08.2022):

    it clone https://github.com/trevorstephens/gplearn
    
  • PyPi (? 4.6K / month · ? 10 · ⏱️ 03.05.2022):

    ip install gplearn
    
  • Conda (? 3.4K · ⏱️ 04.05.2022):

    onda install -c conda-forge gplearn
    
anomalib (?26 · ⭐ 1.2K) - An anomaly detection library comprising state-of-the-art algorithms.. Apache-2
  • GitHub (?‍? 23 · ? 190 · ? 1 · ? 270 - 18% open · ⏱️ 20.09.2022):

    it clone https://github.com/openvinotoolkit/anomalib
    
  • PyPi (? 2.8K / month · ⏱️ 05.07.2022):

    ip install anomalib
    
Feature Engine (?23 · ⭐ 930) - Feature engineering package with sklearn like functionality. BSD-3
  • GitHub (?‍? 36 · ? 210 · ⏱️ 05.07.2022):

    it clone https://github.com/solegalli/feature_engine
    
  • PyPi (? 91K / month · ? 75 · ⏱️ 13.06.2022):

    ip install feature_engine
    
  • Conda (? 16K · ⏱️ 14.06.2022):

    onda install -c conda-forge feature_engine
    
Prince (?23 · ⭐ 870) - Python factor analysis library (PCA, CA, MCA, MFA, FAMD). MIT
  • GitHub (?‍? 13 · ? 150 · ? 250 · ? 110 - 35% open · ⏱️ 07.09.2022):

    it clone https://github.com/MaxHalford/prince
    
  • PyPi (? 42K / month · ? 5 · ⏱️ 06.10.2020):

    ip install prince
    
  • Conda (? 12K · ⏱️ 30.04.2021):

    onda install -c conda-forge prince-factor-analysis
    
AstroML (?23 · ⭐ 850) - Machine learning, statistics, and data mining for astronomy and.. BSD-2
  • GitHub (?‍? 30 · ? 280 · ? 160 - 39% open · ⏱️ 17.09.2022):

    it clone https://github.com/astroML/astroML
    
  • PyPi (? 1.6K / month · ? 33 · ⏱️ 01.03.2022):

    ip install astroML
    
  • Conda (? 32K · ⏱️ 02.03.2022):

    onda install -c conda-forge astroml
    
findspark (?23 · ⭐ 450 · ?) - Find pyspark to make it importable. BSD-3
  • GitHub (?‍? 15 · ? 69 · ? 2.7K · ? 23 - 52% open · ⏱️ 11.02.2022):

    it clone https://github.com/minrk/findspark
    
  • PyPi (? 2.3M / month · ? 140 · ⏱️ 11.02.2022):

    ip install findspark
    
  • Conda (? 700K · ⏱️ 11.02.2022):

    onda install -c conda-forge findspark
    
MONAILabel (?23 · ⭐ 300) - MONAI Label is an intelligent open source image labeling and.. Apache-2
  • GitHub (?‍? 35 · ? 86 · ? 21K · ? 300 - 15% open · ⏱️ 19.09.2022):

    it clone https://github.com/Project-MONAI/MONAILabel
    
  • PyPi (? 770 / month · ⏱️ 03.07.2022):

    ip install monailabel-weekly
    
BioPandas (?22 · ⭐ 510) - Working with molecular structures in pandas DataFrames. BSD-3
  • GitHub (?‍? 10 · ? 100 · ? 120 · ? 48 - 43% open · ⏱️ 06.08.2022):

    it clone https://github.com/rasbt/biopandas
    
  • PyPi (? 3.3K / month · ? 16 · ⏱️ 13.05.2022):

    ip install biopandas
    
  • Conda (? 120K · ⏱️ 13.05.2022):

    onda install -c conda-forge biopandas
    
pykale (?22 · ⭐ 360) - Knowledge-Aware machine LEarning (KALE): accessible machine learning.. MIT
  • GitHub (?‍? 17 · ? 49 · ? 93 - 6% open · ⏱️ 09.09.2022):

    it clone https://github.com/pykale/pykale
    
  • PyPi (? 220 / month · ⏱️ 12.04.2022):

    ip install pykale
    
StreamAlert (?21 · ⭐ 2.7K) - StreamAlert is a serverless, realtime data analysis framework.. Apache-2
  • GitHub (?‍? 33 · ? 320 · ? 340 - 24% open · ⏱️ 20.07.2022):

    it clone https://github.com/airbnb/streamalert
    
impyute (?20 · ⭐ 330 · ?) - Data imputations library to preprocess datasets with missing data. MIT
  • GitHub (?‍? 11 · ? 46 · ? 150 · ? 64 - 42% open · ⏱️ 06.11.2021):

    it clone https://github.com/eltonlaw/impyute
    
  • PyPi (? 7.7K / month · ? 3 · ⏱️ 29.04.2019):

    ip install impyute
    
benchmark_VAE (?19 · ⭐ 990) - Unifying Generative Autoencoder implementations in Python. Apache-2
  • GitHub (?‍? 4 · ? 75 · ? 3 · ? 21 - 14% open · ⏱️ 07.09.2022):

    it clone https://github.com/clementchadebec/benchmark_VAE
    
  • PyPi (? 620 / month · ⏱️ 05.07.2022):

    ip install pythae
    
SUOD (?19 · ⭐ 340) - (MLSys 21) An Acceleration System for Large-scare Unsupervised Heterogeneous.. BSD-2
  • GitHub (?‍? 2 · ? 41 · ? 440 · ? 9 - 66% open · ⏱️ 07.07.2022):

    it clone https://github.com/yzhao062/SUOD
    
  • PyPi (? 38K / month · ⏱️ 01.10.2021):

    ip install suod
    
apricot (?17 · ⭐ 450 · ?) - apricot implements submodular optimization for the purpose of.. MIT
  • GitHub (?‍? 4 · ? 41 · ? 18 · ? 30 · ? 26 - 30% open · ⏱️ 18.11.2021):

    it clone https://github.com/jmschrei/apricot
    
  • PyPi (? 350 / month · ? 3 · ⏱️ 28.09.2020):

    ip install apricot-select
    
KD-Lib (?16 · ⭐ 430) - A Pytorch Knowledge Distillation library for benchmarking and.. MIT
  • GitHub (?‍? 6 · ? 39 · ? 59 - 22% open · ⏱️ 18.05.2022):

    it clone https://github.com/SforAiDl/KD_Lib
    
  • PyPi (? 75 / month · ⏱️ 18.05.2022):

    ip install KD-Lib
    
traingenerator (?12 · ⭐ 1.2K) - A web app to generate template code for machine learning. MIT
  • GitHub (?‍? 3 · ? 170 · ? 16 - 81% open · ⏱️ 30.06.2022):

    it clone https://github.com/jrieke/traingenerator
    
Show 18 hidden projects...
  • agate (?31 · ⭐ 1.1K · ?) - A Python data analysis library that is optimized for humans instead of.. MIT
  • Cython BLIS (?30 · ⭐ 190) - Fast matrix-multiplication as a self-contained Python library no.. BSD-3
  • cleanlab (?26 · ⭐ 3.9K) - The standard data-centric AI package for data quality and machine.. ❗️AGPL-3.0
  • pyclustering (?26 · ⭐ 990 · ?) - pyclustering is a Python, C++ data mining library. BSD-3
  • modAL (?25 · ⭐ 1.8K · ?) - A modular active learning framework for Python. MIT
  • minisom (?25 · ⭐ 1.1K) - MiniSom is a minimalistic implementation of the Self Organizing.. ❗️CC-BY-3.0
  • vecstack (?22 · ⭐ 670 · ?) - Python package for stacking (machine learning technique). MIT
  • mlens (?21 · ⭐ 760 · ?) - ML-Ensemble high performance ensemble learning. MIT
  • opyrator (?20 · ⭐ 2.7K · ?) - Turns your machine learning code into microservices with web API,.. MIT
  • metricflow (?20 · ⭐ 650 · ?) - MetricFlow allows you to define, build, and maintain.. ❗️AGPL-3.0
  • scikit-rebate (?19 · ⭐ 370 · ?) - A scikit-learn-compatible Python implementation of.. MIT
  • pymdp (?19 · ⭐ 210) - A Python implementation of active inference for Markov Decision Processes. MIT
  • baikal (?18 · ⭐ 590 · ?) - A graph-based functional API for building complex scikit-learn.. BSD-3
  • rrcf (?18 · ⭐ 400 · ?) - Implementation of the Robust Random Cut Forest algorithm for anomaly.. MIT
  • pandas-ml (?18 · ⭐ 300 · ?) - pandas, scikit-learn, xgboost and seaborn integration. BSD-3
  • dstack (?18 · ⭐ 77) - dstack is a lightweight command-line tool for running reproducible ML.. MPL-2.0
  • NeuralCompression (?13 · ⭐ 270) - A collection of tools for neural compression enthusiasts. MIT
  • nylon (?12 · ⭐ 78 · ?) - An intelligent, flexible grammar of machine learning. MIT

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