Best Of Ml Python Versions Save

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

2024.02.15

2 months ago

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • Streamlit (🥇44 · ⭐ 30K · 📈) - Streamlit A faster way to build and share data apps. Apache-2
  • agate (🥈34 · ⭐ 1.2K · 📈) - A Python data analysis library that is optimized for humans instead of.. MIT
  • snowballstemmer (🥈31 · ⭐ 710 · 📈) - Snowball compiler and stemming algorithms. BSD-3
  • Keras-Preprocessing (🥉29 · ⭐ 1K · 💀) - Utilities for working with image data, text data, and.. MIT
  • english-words (🥈28 · ⭐ 9.8K · 💀) - A text file containing 479k English words for all your.. Unlicense
  • EfficientNet-PyTorch (🥈27 · ⭐ 7.7K · 💀) - A PyTorch implementation of EfficientNet and.. Apache-2
  • eli5 (🥈27 · ⭐ 2.7K · 💀) - A library for debugging/inspecting machine learning classifiers and.. MIT
  • Pillow-SIMD (🥉25 · ⭐ 2.1K · 💤) - The friendly PIL fork. ❗️PIL
  • gmaps (🥉24 · ⭐ 760 · 💀) - Google maps for Jupyter notebooks. BSD-3
  • tinytag (🥉24 · ⭐ 650 · 📈) - Read audio and music meta data and duration of MP3, OGG, OPUS, MP4,.. MIT

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • Keras (🥈43 · ⭐ 60K · 📉) - Deep Learning for humans. Apache-2
  • Catboost (🥈39 · ⭐ 7.6K · 📉) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
  • torchvision (🥇38 · ⭐ 15K · 📉) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
  • flair (🥇37 · ⭐ 13K · 📉) - A very simple framework for state-of-the-art Natural.. ❗Unlicensed
  • Coqui TTS (🥇35 · ⭐ 27K · 📉) - - a deep learning toolkit for Text-to-Speech, battle-.. MPL-2.0
  • stanza (🥈32 · ⭐ 7K · 📉) - Stanford NLP Python library for tokenization, sentence.. ❗Unlicensed
  • ftfy (🥈27 · ⭐ 3.7K · 📉) - Fixes mojibake and other glitches in Unicode text, after the fact. ❗Unlicensed
  • CNTK (🥉26 · ⭐ 17K · 💀) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning.. ❗Unlicensed
  • langid (🥉24 · ⭐ 2.2K · 💀) - Stand-alone language identification system. ❗Unlicensed
  • tinygrad (🥉15 · ⭐ 28 · 📉) - You like pytorch? You like micrograd? You love tinygrad!. MIT

2024.02.08

2 months ago

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • Keras (🥇47 · ⭐ 60K · 📈) - Deep Learning for humans. Apache-2
  • CuPy (🥇38 · ⭐ 7.5K · 📈) - NumPy & SciPy for GPU. MIT
  • DeepSpeech (🥈34 · ⭐ 24K · 💀) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
  • UMAP (🥈33 · ⭐ 6.8K · 📈) - Uniform Manifold Approximation and Projection. BSD-3
  • Tesseract (🥈33 · ⭐ 5.3K · 📈) - Python-tesseract is an optical character recognition (OCR).. Apache-2
  • ftfy (🥈32 · ⭐ 3.7K · 📈) - Fixes mojibake and other glitches in Unicode text, after the fact. Apache-2
  • langid (🥈28 · ⭐ 2.2K · 💀) - Stand-alone language identification system. BSD-3
  • FARM (🥈27 · ⭐ 1.7K · 💀) - Fast & easy transfer learning for NLP. Harvesting language.. Apache-2
  • sklearn-evaluation (🥉19 · ⭐ 430 · 💀) - Machine learning model evaluation made easy: plots,.. MIT
  • atspy (🥉15 · ⭐ 500 · 💀) - AtsPy: Automated Time Series Models in Python (by @firmai). MIT

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • agate (🥈30 · ⭐ 1.2K · 📉) - A Python data analysis library that is optimized for humans instead of.. MIT
  • Neural Network Libraries (🥉26 · ⭐ 2.7K · 📉) - Neural Network Libraries. Apache-2
  • python-soundfile (🥉26 · ⭐ 640 · 📉) - SoundFile is an audio library based on libsndfile, CFFI,.. BSD-3
  • snowballstemmer (🥉25 · ⭐ 710 · 📉) - Snowball compiler and stemming algorithms. BSD-3
  • english-words (🥉24 · ⭐ 9.8K · 💀) - A text file containing 479k English words for all your.. Unlicense
  • EfficientNet-PyTorch (🥉22 · ⭐ 7.7K · 💀) - A PyTorch implementation of EfficientNet and.. Apache-2
  • AugLy (🥉22 · ⭐ 4.9K · 📉) - A data augmentations library for audio, image, text, and video. ❗Unlicensed
  • Keras-Preprocessing (🥉22 · ⭐ 1K · 💀) - Utilities for working with image data, text data, and.. ❗Unlicensed
  • gmaps (🥉20 · ⭐ 760 · 💀) - Google maps for Jupyter notebooks. BSD-3
  • tinytag (🥉18 · ⭐ 650 · 📉) - Read audio and music meta data and duration of MP3, OGG, OPUS, MP4,.. MIT

➕ Added Projects

Projects that were recently added to this best-of list.

  • nanodl (🥉11 · ⭐ 35 · 🐣) - A Jax-based library for designing and training transformer models.. MIT

2024.01.25

3 months ago

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • Tensorflow (🥇54 · ⭐ 180K · 📈) - An Open Source Machine Learning Framework for Everyone. Apache-2
  • transformers (🥇50 · ⭐ 120K · 📈) - Transformers: State-of-the-art Machine Learning for.. Apache-2
  • scipy (🥇50 · ⭐ 12K · 📈) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
  • imbalanced-learn (🥇36 · ⭐ 6.6K · 📈) - A Python Package to Tackle the Curse of Imbalanced.. MIT
  • mlpack (🥈33 · ⭐ 4.7K · 📈) - mlpack: a fast, header-only C++ machine learning library. BSD-3
  • CNTK (🥉30 · ⭐ 17K · 💀) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit. MIT
  • Neural Network Libraries (🥉30 · ⭐ 2.7K · 📈) - Neural Network Libraries. Apache-2
  • efficientnet (🥉27 · ⭐ 2K · 💀) - Implementation of EfficientNet model. Keras and.. Apache-2
  • scikit-rebate (🥉20 · ⭐ 390 · 💀) - A scikit-learn-compatible Python implementation of.. MIT
  • launchpad (🥉20 · ⭐ 310 · 📈) - Launchpad is a library that simplifies writing.. Apache-2

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • PySpark (🥈38 · ⭐ 38K · 📉) - Apache Spark Python API. Apache-2
  • PyFlink (🥈33 · ⭐ 23K · 📉) - Apache Flink Python API. Apache-2
  • InsightFace (🥈31 · ⭐ 20K · 📉) - State-of-the-art 2D and 3D Face Analysis Project. ❗Unlicensed
  • torchtext (🥈29 · ⭐ 3.4K · 📉) - Models, data loaders and abstractions for language.. BSD-3
  • TF-Agents (🥇29 · ⭐ 2.7K · 📉) - TF-Agents: A reliable, scalable and easy to use.. Apache-2
  • UMAP (🥉28 · ⭐ 6.7K · 📉) - Uniform Manifold Approximation and Projection. BSD-3
  • Tesseract (🥈28 · ⭐ 5.3K · 📉) - Python-tesseract is an optical character recognition (OCR).. Apache-2
  • ftfy (🥈28 · ⭐ 3.6K · 📉) - Fixes mojibake and other glitches in Unicode text, after the fact. ❗Unlicensed
  • DeepMatcher (🥉17 · ⭐ 520 · 💀) - Python package for performing Entity and Text Matching using.. BSD-3
  • sklearn-evaluation (🥉10 · ⭐ 3 · 💤) - Machine learning model evaluation made easy: plots,.. MIT

2024.01.18

3 months ago

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • scipy (🥇48 · ⭐ 12K · 📈) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
  • torchvision (🥇42 · ⭐ 15K · 📈) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
  • glfw (🥈37 · ⭐ 12K · 📈) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and input. ❗️Zlib
  • UMAP (🥈33 · ⭐ 6.7K · 📈) - Uniform Manifold Approximation and Projection. BSD-3
  • TF-Agents (🥇33 · ⭐ 2.7K · 📈) - TF-Agents: A reliable, scalable and easy to use.. Apache-2
  • TensorLayer (🥈28 · ⭐ 7.3K · 💤) - Deep Learning and Reinforcement Learning Library for.. Apache-2
  • EfficientNet-PyTorch (🥈27 · ⭐ 7.6K · 💀) - A PyTorch implementation of EfficientNet and.. Apache-2
  • TNT (🥉26 · ⭐ 1.6K · 📈) - A lightweight library for PyTorch training tools and utilities. BSD-3
  • ReAgent (🥉24 · ⭐ 3.5K · 📈) - A platform for Reasoning systems (Reinforcement Learning,.. BSD-3
  • sklearn-evaluation (🥉17 · ⭐ 360 · 💤) - Machine learning model evaluation made easy: plots,.. MIT

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • Keras (🥇45 · ⭐ 60K · 📉) - Deep Learning for humans. Apache-2
  • Tensorflow (🥈35 · ⭐ 180K · 📉) - An Open Source Machine Learning Framework for Everyone. Apache-2
  • transformers (🥈33 · ⭐ 120K · 📉) - Transformers: State-of-the-art Machine Learning for.. Apache-2
  • Neural Network Libraries (🥉27 · ⭐ 2.7K · 📉) - Neural Network Libraries. Apache-2
  • CNTK (🥉26 · ⭐ 17K · 💀) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning.. ❗Unlicensed
  • CuPy (🥉26 · ⭐ 7.5K · 📉) - NumPy & SciPy for GPU. MIT
  • GluonNLP (🥉26 · ⭐ 2.6K · 💀) - Toolkit that enables easy text preprocessing, datasets.. Apache-2
  • DeepSpeech (🥉23 · ⭐ 24K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
  • launchpad (🥉17 · ⭐ 310 · 📉) - Apache-2
  • scikit-rebate (🥉16 · ⭐ 390 · 💀) - A scikit-learn-compatible Python implementation of.. MIT

2024.01.11

3 months ago

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • PySpark (🥇45 · ⭐ 38K · 📈) - Apache Spark Python API. Apache-2
  • triton (🥇38 · ⭐ 9.5K · 📈) - Development repository for the Triton language and compiler. MIT
  • CuPy (🥇38 · ⭐ 7.5K · 📈) - NumPy & SciPy for GPU. MIT
  • geopy (🥈35 · ⭐ 4.2K · 📈) - Geocoding library for Python. MIT
  • Tesseract (🥈33 · ⭐ 5.3K · 📈) - Python-tesseract is an optical character recognition (OCR).. Apache-2
  • snowballstemmer (🥈32 · ⭐ 700 · 📈) - Snowball compiler and stemming algorithms. BSD-3
  • Keras-Preprocessing (🥉29 · ⭐ 1K · 💀) - Utilities for working with image data, text data, and.. MIT
  • whoosh (🥉25 · ⭐ 500 · 💀) - Pure-Python full-text search library. ❗️BSD-1-Clause
  • sklearn-contrib-lightning (🥉22 · ⭐ 1.7K · 💀) - Large-scale linear classification, regression and.. BSD-3
  • Skater (🥉14 · ⭐ 1.1K · 📈) - Python Library for Model Interpretation/Explanations. ❗️UPL-1.0

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • agate (🥈31 · ⭐ 1.2K · 📉) - A Python data analysis library that is optimized for humans instead of.. MIT
  • TF-Agents (🥇30 · ⭐ 2.7K · 📉) - TF-Agents: A reliable, scalable and easy to use.. Apache-2
  • TFX (🥉29 · ⭐ 2K · 📉) - TFX is an end-to-end platform for deploying production ML pipelines. Apache-2
  • UMAP (🥉28 · ⭐ 6.7K · 📉) - Uniform Manifold Approximation and Projection. BSD-3
  • pyopencl (🥈28 · ⭐ 1K · 📉) - OpenCL integration for Python, plus shiny features. ❗Unlicensed
  • TensorLayer (🥉23 · ⭐ 7.3K · 💤) - Deep Learning and Reinforcement Learning Library for.. ❗Unlicensed
  • EfficientNet-PyTorch (🥉22 · ⭐ 7.6K · 💀) - A PyTorch implementation of EfficientNet and.. Apache-2
  • ReAgent (🥉20 · ⭐ 3.5K · 📉) - A platform for Reasoning systems (Reinforcement Learning,.. BSD-3
  • TNT (🥉20 · ⭐ 1.6K · 📉) - A lightweight library for PyTorch training tools and.. ❗Unlicensed
  • gpt-2-simple (🥉19 · ⭐ 3.4K · 💀) - Python package to easily retrain OpenAIs GPT-2 text-.. ❗Unlicensed

2024.01.04

4 months ago

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • Streamlit (🥇40 · ⭐ 29K · 📈) - Streamlit A faster way to build and share data apps. Apache-2
  • InsightFace (🥈35 · ⭐ 20K · 📈) - State-of-the-art 2D and 3D Face Analysis Project. MIT
  • UMAP (🥈33 · ⭐ 6.7K · 📈) - Uniform Manifold Approximation and Projection. BSD-3
  • ftfy (🥈32 · ⭐ 3.6K · 📈) - Fixes mojibake and other glitches in Unicode text, after the fact. Apache-2
  • TensorLayer (🥈28 · ⭐ 7.3K · 💤) - Deep Learning and Reinforcement Learning Library for.. Apache-2
  • EfficientNet-PyTorch (🥈27 · ⭐ 7.6K · 💀) - A PyTorch implementation of EfficientNet and.. Apache-2
  • eli5 (🥈27 · ⭐ 2.7K · 💀) - A library for debugging/inspecting machine learning classifiers and.. MIT
  • torch-scatter (🥈27 · ⭐ 1.4K · 📈) - PyTorch Extension Library of Optimized Scatter Operations. MIT
  • scikit-rebate (🥉20 · ⭐ 390 · 💀) - A scikit-learn-compatible Python implementation of.. MIT
  • Headliner (🥉14 · ⭐ 230 · 💀) - Easy training and deployment of seq2seq models. MIT

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • scipy (🥇43 · ⭐ 12K · 📉) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
  • PySpark (🥈38 · ⭐ 38K · 📉) - Apache Spark Python API. Apache-2
  • torchvision (🥇38 · ⭐ 15K · 📉) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
  • tensorflow-hub (🥈29 · ⭐ 3.4K · 📉) - A library for transfer learning by reusing parts of.. Apache-2
  • Tesseract (🥈28 · ⭐ 5.3K · 📉) - Python-tesseract is an optical character recognition (OCR).. Apache-2
  • CuPy (🥉26 · ⭐ 7.4K · 📉) - NumPy & SciPy for GPU. MIT
  • snowballstemmer (🥉26 · ⭐ 700 · 📉) - Snowball compiler and stemming algorithms. BSD-3
  • Keras-Preprocessing (🥉22 · ⭐ 1K · 💀) - Utilities for working with image data, text data, and.. ❗Unlicensed
  • whoosh (🥉17 · ⭐ 490 · 💀) - Pure-Python full-text search library. ❗Unlicensed
  • Skater (🥉5 · 📉) - Python Library for Model Agnostic Interpretation. ❗Unlicensed

2023.12.28

4 months ago

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • PySpark (🥇45 · ⭐ 37K · 📈) - Apache Spark Python API. Apache-2
  • torchvision (🥇42 · ⭐ 15K · 📈) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
  • SageMaker SDK (🥇40 · ⭐ 2K · 📈) - A library for training and deploying machine learning.. Apache-2
  • Theano (🥈38 · ⭐ 9.8K · 💤) - Theano was a Python library that allows you to define, optimize, and.. BSD-3
  • PyQtGraph (🥈36 · ⭐ 3.5K · 📈) - Fast data visualization and GUI tools for scientific / engineering.. MIT
  • Tesseract (🥈33 · ⭐ 5.3K · 📈) - Python-tesseract is an optical character recognition (OCR).. Apache-2
  • mpld3 (🥈33 · ⭐ 2.3K · 📈) - D3 Renderings of Matplotlib Graphics. BSD-3
  • Lasagne (🥉28 · ⭐ 3.8K · 💀) - Lightweight library to build and train neural networks in Theano. MIT
  • dstack (🥉26 · ⭐ 890 · 📈) - dstack simplifies training, fine-tuning, and deploying generative.. MPL-2.0
  • DeepMatcher (🥉22 · ⭐ 4.9K · 💀) - Python package for performing Entity and Text Matching using.. BSD-3

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • Streamlit (🥇35 · ⭐ 29K · 📉) - Streamlit A faster way to build and share data apps. Apache-2
  • torchaudio (🥈31 · ⭐ 2.3K · 📉) - Data manipulation and transformation for audio signal.. BSD-2
  • geopy (🥉29 · ⭐ 4.2K · 📉) - Geocoding library for Python. MIT
  • ftfy (🥈28 · ⭐ 3.6K · 📉) - Fixes mojibake and other glitches in Unicode text, after the fact. ❗Unlicensed
  • CNTK (🥉26 · ⭐ 17K · 💀) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning.. ❗Unlicensed
  • TensorLayer (🥉23 · ⭐ 7.3K · 💤) - Deep Learning and Reinforcement Learning Library for.. ❗Unlicensed
  • eli5 (🥉23 · ⭐ 2.7K · 💀) - A library for debugging/inspecting machine learning classifiers and.. MIT
  • EfficientNet-PyTorch (🥈22 · ⭐ 7.6K · 💀) - A PyTorch implementation of EfficientNet and.. Apache-2
  • Pillow-SIMD (🥉21 · ⭐ 2K · 📉) - The friendly PIL fork. ❗️PIL
  • sklearn-evaluation (🥉9 · ⭐ 2 · 💤) - Machine learning model evaluation made easy: plots,.. MIT

2023.12.21

4 months ago

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • PyTorch Geometric (🥇38 · ⭐ 19K · 📈) - Graph Neural Network Library for PyTorch. MIT
  • CuPy (🥇38 · ⭐ 7.4K · 📈) - NumPy & SciPy for GPU. MIT
  • HoloViews (🥈37 · ⭐ 2.5K · 📈) - With Holoviews, your data visualizes itself. BSD-3
  • plotnine (🥈36 · ⭐ 3.7K · 📈) - A Grammar of Graphics for Python. MIT
  • ftfy (🥈32 · ⭐ 3.6K · 📈) - Fixes mojibake and other glitches in Unicode text, after the fact. Apache-2
  • eli5 (🥈27 · ⭐ 2.7K · 💀) - A library for debugging/inspecting machine learning classifiers and.. MIT
  • Pillow-SIMD (🥉25 · ⭐ 2K · 📈) - The friendly PIL fork. ❗️PIL
  • gmaps (🥉24 · ⭐ 760 · 💀) - Google maps for Jupyter notebooks. BSD-3
  • sklearn-evaluation (🥉17 · ⭐ 360 · 💤) - Machine learning model evaluation made easy: plots,.. MIT
  • CometML (🥉13 · 📈) - Supercharging Machine Learning. ❗Unlicensed

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • Keras (🥇45 · ⭐ 60K · 📉) - Deep Learning for humans. Apache-2
  • torchvision (🥇38 · ⭐ 15K · 📉) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
  • Theano (🥈34 · ⭐ 9.8K · 💤) - Theano was a Python library that allows you to define,.. ❗Unlicensed
  • PyQtGraph (🥈33 · ⭐ 3.5K · 📉) - Fast data visualization and GUI tools for scientific /.. ❗Unlicensed
  • TFlearn (🥉30 · ⭐ 9.6K · 💀) - Deep learning library featuring a higher-level API for.. ❗Unlicensed
  • torchtext (🥈29 · ⭐ 3.4K · 📉) - Models, data loaders and abstractions for language.. BSD-3
  • Augmentor (🥉25 · ⭐ 5K · 💤) - Image augmentation library in Python for machine learning. MIT
  • Lasagne (🥉25 · ⭐ 3.8K · 💀) - Lightweight library to build and train neural networks in.. ❗Unlicensed
  • polyglot (🥉24 · ⭐ 2.2K · 💀) - Multilingual text (NLP) processing toolkit. ❗Unlicensed
  • nptsne (🥉9 · ⭐ 32 · 💀) - nptsne is a numpy compatible python binary package that offers a.. Apache-2

2023.12.14

4 months ago

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • StatsModels (🥈44 · ⭐ 9.1K · 📈) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
  • sentence-transformers (🥇38 · ⭐ 13K · 📈) - Multilingual Sentence & Image Embeddings with BERT. Apache-2
  • deepface (🥈35 · ⭐ 8.5K · 📈) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,.. MIT
  • NiBabel (🥈35 · ⭐ 600 · 📈) - Python package to access a cacophony of neuro-imaging file formats. MIT
  • DeepSpeech (🥈34 · ⭐ 24K · 💀) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
  • ClearML (🥈34 · ⭐ 4.9K · 📈) - ClearML - Auto-Magical CI/CD to streamline your ML workflow... Apache-2
  • PML (🥇33 · ⭐ 5.6K · 📈) - The easiest way to use deep metric learning in your application... MIT
  • python-soundfile (🥈30 · ⭐ 610 · 📈) - SoundFile is an audio library based on libsndfile, CFFI,.. BSD-3
  • AutoViz (🥉29 · ⭐ 1.5K · 📈) - Automatically Visualize any dataset, any size with a single line.. Apache-2
  • PyStan (🥉29 · ⭐ 290 · 📈) - PyStan, a Python interface to Stan, a platform for statistical.. ISC

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • PySpark (🥈38 · ⭐ 37K · 📉) - Apache Spark Python API. Apache-2
  • PyFlink (🥈34 · ⭐ 22K · 📉) - Apache Flink Python API. Apache-2
  • HoloViews (🥈31 · ⭐ 2.5K · 📉) - With Holoviews, your data visualizes itself. BSD-3
  • UMAP (🥉28 · ⭐ 6.6K · 📉) - Uniform Manifold Approximation and Projection. BSD-3
  • Tesseract (🥈28 · ⭐ 5.2K · 📉) - Python-tesseract is an optical character recognition (OCR).. Apache-2
  • ftfy (🥈28 · ⭐ 3.6K · 📉) - Fixes mojibake and other glitches in Unicode text, after the fact. ❗Unlicensed
  • langid (🥉24 · ⭐ 2.2K · 💀) - Stand-alone language identification system. ❗Unlicensed
  • DeepMatcher (🥉17 · ⭐ 510 · 💀) - Python package for performing Entity and Text Matching using.. BSD-3
  • sklearn-evaluation (🥉9 · ⭐ 2 · 💤) - Machine learning model evaluation made easy: plots,.. MIT
  • CometML (🥉5 · 📉) - ❗Unlicensed

2023.12.07

4 months ago

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • scipy (🥇49 · ⭐ 12K · 📈) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
  • Keras (🥇47 · ⭐ 60K · 📈) - Deep Learning for humans. Apache-2
  • Fastai (🥈40 · ⭐ 25K · 📈) - The fastai deep learning library. Apache-2
  • Coqui TTS (🥇38 · ⭐ 24K · 📈) - - a deep learning toolkit for Text-to-Speech, battle-.. MPL-2.0
  • SpeechRecognition (🥈34 · ⭐ 7.7K · 📈) - Speech recognition module for Python, supporting.. BSD-3
  • PennyLane (🥈34 · ⭐ 2K · 📈) - PennyLane is a cross-platform Python library for differentiable.. Apache-2
  • igraph (🥇34 · ⭐ 1.2K · 📈) - Python interface for igraph. ❗️GPL-2.0
  • hnswlib (🥈33 · ⭐ 3.7K · 📈) - Header-only C++/python library for fast approximate nearest.. Apache-2
  • patsy (🥈32 · ⭐ 900 · 📈) - Describing statistical models in Python using symbolic formulas. BSD-2
  • Torchbearer (🥉25 · ⭐ 630 · 📈) - torchbearer: A model fitting library for PyTorch. MIT

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • DeepSpeed (🥇40 · ⭐ 30K · 📉) - DeepSpeed is a deep learning optimization library that.. Apache-2
  • Annoy (🥈33 · ⭐ 12K · 📉) - Approximate Nearest Neighbors in C++/Python optimized for memory.. Apache-2
  • ParlAI (🥈31 · ⭐ 10K · 📉) - A framework for training and evaluating AI models on a variety of.. MIT
  • VisualDL (🥉28 · ⭐ 4.7K · 📉) - Deep Learning Visualization Toolkit. Apache-2
  • CuPy (🥈26 · ⭐ 7.4K · 📉) - NumPy & SciPy for GPU. MIT
  • mtcnn (🥉26 · ⭐ 2.1K · 💀) - MTCNN face detection implementation for TensorFlow, as a PIP.. MIT
  • pyts (🥉26 · ⭐ 1.6K · 📉) - A Python package for time series classification. BSD-3
  • DeepSpeech (🥉22 · ⭐ 23K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
  • sklearn-contrib-lightning (🥉20 · ⭐ 1.7K · 💀) - Large-scale linear classification, regression and.. BSD-3
  • BLINK (🥉14 · ⭐ 1.1K · 💀) - Entity Linker solution. MIT