Update: 2023.10.12

📈 Trending Up

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
• PyFlink (🥈37 · ⭐ 22K · 📈) - Apache Flink Python API. Apache-2
• glfw (🥈35 · ⭐ 11K · 📈) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and input. ❗️Zlib
• torchaudio (🥇35 · ⭐ 2.2K · 📈) - Data manipulation and transformation for audio signal.. BSD-2
• datalad (🥈30 · ⭐ 460 · 📈) - Keep code, data, containers under control with git and git-annex. MIT
• EfficientNet-PyTorch (🥈27 · ⭐ 7.5K · 💀) - A PyTorch implementation of EfficientNet and.. Apache-2
• pygal (🥈27 · ⭐ 2.6K · 📈) - PYthon svg GrAph plotting Library. ❗️LGPL-3.0
• Feature Engine (🥉25 · ⭐ 1.5K · 💤) - Feature engineering package with sklearn like functionality. BSD-3
• torch-cluster (🥈24 · ⭐ 700 · 📈) - PyTorch Extension Library of Optimized Graph Cluster.. MIT
• CometML (🥉13 · 📈) - Supercharging Machine Learning. ❗Unlicensed

📉 Trending Down

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.

• 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
• InsightFace (🥈33 · ⭐ 18K · 📉) - State-of-the-art 2D and 3D Face Analysis Project. ❗Unlicensed
• HoloViews (🥈31 · ⭐ 2.5K · 📉) - With Holoviews, your data visualizes itself. BSD-3
• Tesseract (🥈29 · ⭐ 5.1K · 📉) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• igraph (🥈28 · ⭐ 1.2K · 📉) - Python interface for igraph. ❗️GPL-2.0
• opencv-python (🥉27 · ⭐ 3.8K · 📉) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
• CNTK (🥉26 · ⭐ 17K · 💀) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning.. ❗Unlicensed
• langid (🥉24 · ⭐ 2.2K · 💀) - Stand-alone language identification system. ❗Unlicensed
• eli5 (🥉22 · ⭐ 2.7K · 💀) - A library for debugging/inspecting machine learning classifiers and.. MIT

Update: 2023.10.05

📈 Trending Up

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.

• torchvision (🥇42 · ⭐ 15K · 📈) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• InsightFace (🥈37 · ⭐ 18K · 📈) - State-of-the-art 2D and 3D Face Analysis Project. MIT
• stanza (🥇35 · ⭐ 6.8K · 📈) - Stanford NLP Python library for tokenization, sentence.. Apache-2
• Tesseract (🥈34 · ⭐ 5.1K · 📈) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• TFlearn (🥉33 · ⭐ 9.6K · 💀) - Deep learning library featuring a higher-level API for TensorFlow. MIT
• opencv-python (🥈33 · ⭐ 3.7K · 📈) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
• Neural Network Libraries (🥉30 · ⭐ 2.6K · 📈) - Neural Network Libraries. Apache-2
• polyglot (🥉27 · ⭐ 2.2K · 💀) - Multilingual text (NLP) processing toolkit. ❗️GPL-3.0
• pythreejs (🥉27 · ⭐ 900 · 💤) - A Jupyter - Three.js bridge. BSD-3
• nx-altair (🥉16 · ⭐ 220 · 💀) - Draw interactive NetworkX graphs with Altair. MIT

📉 Trending Down

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.

• networkx (🥇41 · ⭐ 13K · 📉) - Network Analysis in Python. ❗Unlicensed
• PyTorch Geometric (🥇33 · ⭐ 19K · 📉) - Graph Neural Network Library for PyTorch. MIT
• torchaudio (🥈31 · ⭐ 2.2K · 📉) - Data manipulation and transformation for audio signal.. BSD-2
• datalad (🥉26 · ⭐ 450 · 📉) - Keep code, data, containers under control with git and git-.. ❗Unlicensed
• pygal (🥈23 · ⭐ 2.6K · 📉) - PYthon svg GrAph plotting Library. ❗️LGPL-3.0
• DeepSpeech (🥉22 · ⭐ 23K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• EfficientNet-PyTorch (🥉22 · ⭐ 7.5K · 💀) - A PyTorch implementation of EfficientNet and.. Apache-2
• SUOD (🥉19 · ⭐ 350 · 📉) - (MLSys 21) An Acceleration System for Large-scare Unsupervised.. BSD-2
• Feature Engine (🥉16 · ⭐ 35 · 💤) - Feature engineering package with sklearn like functionality. BSD-3
• CometML (🥉5 · 📉) - ❗Unlicensed

Update: 2023.09.28

📈 Trending Up

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
• PyFlink (🥈37 · ⭐ 22K · 📈) - Apache Flink Python API. Apache-2
• DeepSpeech (🥈34 · ⭐ 23K · 💀) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• torchtext (🥈32 · ⭐ 3.4K · 📈) - Models, data loaders and abstractions for language.. BSD-3
• TensorFlow I/O (🥈32 · ⭐ 660 · 📈) - Dataset, streaming, and file system extensions.. Apache-2
• CNTK (🥉30 · ⭐ 17K · 💤) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit. MIT
• LIT (🥈28 · ⭐ 3.2K · 📈) - The Learning Interpretability Tool: Interactively analyze ML models.. Apache-2
• eli5 (🥈27 · ⭐ 2.7K · 💀) - A library for debugging/inspecting machine learning classifiers and.. MIT
• polyglot (🥉24 · ⭐ 2.2K · 💀) - Multilingual text (NLP) processing toolkit. ❗Unlicensed
• Headliner (🥉14 · ⭐ 230 · 💀) - Easy training and deployment of seq2seq models. MIT

📉 Trending Down

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 (🥇47 · ⭐ 12K · 📉) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
• torchvision (🥇38 · ⭐ 15K · 📉) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• flair (🥇36 · ⭐ 13K · 📉) - A very simple framework for state-of-the-art Natural.. ❗Unlicensed
• Theano (🥈36 · ⭐ 9.8K · 💤) - Theano was a Python library that allows you to define,.. ❗Unlicensed
• Vowpal Wabbit (🥈33 · ⭐ 8.3K · 📉) - Vowpal Wabbit is a machine learning system which pushes the.. BSD-3
• TFlearn (🥉30 · ⭐ 9.6K · 💀) - Deep learning library featuring a higher-level API for.. ❗Unlicensed
• mlpack (🥉30 · ⭐ 4.5K · 📉) - mlpack: a fast, header-only C++ machine learning library. ❗Unlicensed
• pythreejs (🥉24 · ⭐ 900 · 💤) - A Jupyter - Three.js bridge. ❗Unlicensed
• pivottablejs (🥉21 · ⭐ 600 · 💀) - Dragndrop Pivot Tables and Charts for Jupyter/IPython.. ❗Unlicensed
• textpipe (🥉16 · ⭐ 300 · 💀) - Textpipe: clean and extract metadata from text. MIT

Update: 2023.09.21

📈 Trending Up

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.

• Bokeh (🥇45 · ⭐ 18K · 📈) - Interactive Data Visualization in the browser, from Python. BSD-3
• torchvision (🥇42 · ⭐ 15K · 📈) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• Theano (🥈39 · ⭐ 9.8K · 💤) - Theano was a Python library that allows you to define, optimize, and.. BSD-3
• PyTorch Geometric (🥇37 · ⭐ 18K · 📈) - Graph Neural Network Library for PyTorch. MIT
• HoloViews (🥈35 · ⭐ 2.5K · 📈) - With Holoviews, your data visualizes itself. BSD-3
• wordcloud (🥈34 · ⭐ 9.6K · 📈) - A little word cloud generator in Python. MIT
• langid (🥈28 · ⭐ 2.1K · 💀) - Stand-alone language identification system. BSD-3
• pythreejs (🥉27 · ⭐ 890 · 💤) - A Jupyter - Three.js bridge. BSD-3
• DeepMatcher (🥉22 · ⭐ 4.8K · 💀) - Python package for performing Entity and Text Matching using.. BSD-3
• sklearn-evaluation (🥉18 · ⭐ 360 · 💤) - Machine learning model evaluation made easy: plots,.. MIT

📉 Trending Down

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 · ⭐ 59K · 📉) - Deep Learning for humans. Apache-2
• PySpark (🥈38 · ⭐ 37K · 📉) - Apache Spark Python API. Apache-2
• Catboost (🥈38 · ⭐ 7.3K · 📉) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
• Tesseract (🥈29 · ⭐ 5.1K · 📉) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• opencv-python (🥉28 · ⭐ 3.7K · 📉) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
• torchtext (🥈28 · ⭐ 3.4K · 📉) - Models, data loaders and abstractions for language.. BSD-3
• CNTK (🥉26 · ⭐ 17K · 💤) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning.. ❗Unlicensed
• TensorFlow I/O (🥉24 · ⭐ 660 · 📉) - Dataset, streaming, and file system extensions.. Apache-2
• polyglot (🥉19 · ⭐ 2.2K · 💀) - Multilingual text (NLP) processing toolkit. ❗Unlicensed
• Headliner (🥉10 · ⭐ 230 · 💀) - Easy training and deployment of seq2seq models. ❗Unlicensed

➕ Added Projects

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

• skforecast (🥈28 · ⭐ 650 · ➕) - Time series forecasting with scikit-learn models. BSD-3
• CometML (🥉13 · ➕) - Supercharging Machine Learning. ❗Unlicensed

Update: 2023.09.14

📈 Trending Up

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 (🥇49 · ⭐ 59K · 📈) - Deep Learning for humans. Apache-2
• PySpark (🥇45 · ⭐ 37K · 📈) - Apache Spark Python API. Apache-2
• PyQtGraph (🥈37 · ⭐ 3.4K · 📈) - Fast data visualization and GUI tools for scientific / engineering.. MIT
• Coqui TTS (🥇36 · ⭐ 15K · 📈) - - a deep learning toolkit for Text-to-Speech, battle-.. MPL-2.0
• Face Recognition (🥈34 · ⭐ 49K · 💀) - The worlds simplest facial recognition api for Python.. MIT
• Tesseract (🥈33 · ⭐ 5.1K · 📈) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• datalad (🥈31 · ⭐ 450 · 📈) - Keep code, data, containers under control with git and git-annex. MIT
• NeuralForecast (🥈29 · ⭐ 1.7K · 📈) - Scalable and user friendly neural forecasting algorithms. Apache-2
• TensorForce (🥈27 · ⭐ 3.2K · 📈) - Tensorforce: a TensorFlow library for applied.. Apache-2
• OMLT (🥉18 · ⭐ 210 · 📈) - Represent trained machine learning models as Pyomo optimization.. BSD-3

📉 Trending Down

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.

• torchvision (🥇38 · ⭐ 15K · 📉) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• Theano (🥈36 · ⭐ 9.8K · 💤) - Theano was a Python library that allows you to define,.. ❗Unlicensed
• wordcloud (🥈31 · ⭐ 9.6K · 📉) - A little word cloud generator in Python. MIT
• HoloViews (🥈31 · ⭐ 2.5K · 📉) - With Holoviews, your data visualizes itself. BSD-3
• polyglot (🥉24 · ⭐ 2.2K · 💀) - Multilingual text (NLP) processing toolkit. ❗Unlicensed
• langid (🥉24 · ⭐ 2.1K · 💀) - Stand-alone language identification system. ❗Unlicensed
• AutoViz (🥉24 · ⭐ 1.4K · 📉) - Automatically Visualize any dataset, any size with a single line.. Apache-2
• pythreejs (🥉24 · ⭐ 890 · 💤) - A Jupyter - Three.js bridge. ❗Unlicensed
• DeepMatcher (🥉17 · ⭐ 500 · 💀) - Python package for performing Entity and Text Matching using.. BSD-3
• Skater (🥉13 · ⭐ 1.1K · 📉) - Python Library for Model Interpretation/Explanations. ❗️UPL-1.0

Update: 2023.09.07

📈 Trending Up

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 (🥇53 · ⭐ 71K · 📈) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
• pytorch-lightning (🥇45 · ⭐ 25K · 📈) - Deep learning framework to train, deploy, and ship AI.. Apache-2
• PyTorch Image Models (🥇40 · ⭐ 27K · 📈) - PyTorch image models, scripts, pretrained weights --.. Apache-2
• MMDetection (🥇39 · ⭐ 25K · 📈) - OpenMMLab Detection Toolbox and Benchmark. Apache-2
• Theano (🥈39 · ⭐ 9.8K · 💤) - Theano was a Python library that allows you to define, optimize, and.. BSD-3
• PyFlink (🥈36 · ⭐ 22K · 📈) - Apache Flink Python API. Apache-2
• Ignite (🥈35 · ⭐ 4.3K · 📈) - High-level library to help with training and evaluating neural.. BSD-3
• torchtext (🥈33 · ⭐ 3.4K · 📈) - Models, data loaders and abstractions for language.. BSD-3
• langid (🥈28 · ⭐ 2.1K · 💀) - Stand-alone language identification system. BSD-3
• DeepMatcher (🥉22 · ⭐ 4.8K · 💀) - Python package for performing Entity and Text Matching using.. BSD-3

📉 Trending Down

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.

• Bokeh (🥇42 · ⭐ 18K · 📉) - Interactive Data Visualization in the browser, from Python. BSD-3
• PyTorch Geometric (🥇34 · ⭐ 18K · 📉) - Graph Neural Network Library for PyTorch. MIT
• Tesseract (🥈28 · ⭐ 5.1K · 📉) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• datalad (🥉26 · ⭐ 450 · 📉) - Keep code, data, containers under control with git and git-.. ❗Unlicensed
• eli5 (🥉23 · ⭐ 2.7K · 💀) - A library for debugging/inspecting machine learning classifiers and.. MIT
• torch-scatter (🥉22 · ⭐ 1.3K · 📉) - PyTorch Extension Library of Optimized Scatter Operations. MIT
• gmaps (🥉20 · ⭐ 750 · 💀) - Google maps for Jupyter notebooks. BSD-3
• launchpad (🥉19 · ⭐ 300 · 📉) - Apache-2
• OMLT (🥉13 · ⭐ 210 · 📉) - Represent trained machine learning models as Pyomo optimization.. ❗Unlicensed
• sklearn-evaluation (🥉9 · ⭐ 2 · 💤) - Machine learning model evaluation made easy: plots,.. MIT

Update: 2023.08.31

📈 Trending Up

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.

• Bokeh (🥇45 · ⭐ 18K · 📈) - Interactive Data Visualization in the browser, from Python. BSD-3
• Plotly (🥇43 · ⭐ 14K · 📈) - The interactive graphing library for Python This project now includes.. MIT
• Catboost (🥈41 · ⭐ 7.3K · 📈) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
• PyTorch Geometric (🥇38 · ⭐ 18K · 📈) - Graph Neural Network Library for PyTorch. MIT
• PyQtGraph (🥈37 · ⭐ 3.4K · 📈) - Fast data visualization and GUI tools for scientific / engineering.. MIT
• HoloViews (🥈35 · ⭐ 2.5K · 📈) - With Holoviews, your data visualizes itself. BSD-3
• opencv-python (🥈34 · ⭐ 3.7K · 📈) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
• Sweetviz (🥉29 · ⭐ 2.6K · 📈) - Visualize and compare datasets, target values and associations, with.. MIT
• EfficientNet-PyTorch (🥈27 · ⭐ 7.5K · 💀) - A PyTorch implementation of EfficientNet and.. Apache-2
• Pillow-SIMD (🥉25 · ⭐ 2K · 📈) - The friendly PIL fork. ❗️PIL

📉 Trending Down

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.

• PyTorch (🥇47 · ⭐ 70K · 📉) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
• Keras (🥇43 · ⭐ 59K · 📉) - Deep Learning for humans. Apache-2
• PyTorch Image Models (🥇36 · ⭐ 27K · 📉) - PyTorch image models, scripts, pretrained weights --.. Apache-2
• Theano (🥈36 · ⭐ 9.8K · 💤) - Theano was a Python library that allows you to define,.. ❗Unlicensed
• InsightFace (🥈32 · ⭐ 18K · 📉) - State-of-the-art 2D and 3D Face Analysis Project. ❗Unlicensed
• TFlearn (🥉31 · ⭐ 9.6K · 💀) - Deep learning library featuring a higher-level API for.. ❗Unlicensed
• torchtext (🥈28 · ⭐ 3.4K · 📉) - Models, data loaders and abstractions for language.. BSD-3
• scattertext (🥉25 · ⭐ 2.1K · 📉) - Beautiful visualizations of how language differs among.. Apache-2
• DeepSpeech (🥉24 · ⭐ 23K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• FATE (🥉22 · ⭐ 5.2K · 📉) - An Industrial Grade Federated Learning Framework. Apache-2

Update: 2023.08.24

📈 Trending Up

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 (🥇51 · ⭐ 70K · 📈) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
• torchvision (🥇42 · ⭐ 14K · 📈) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• Theano (🥈38 · ⭐ 9.8K · 💤) - Theano was a Python library that allows you to define, optimize, and.. BSD-3
• InsightFace (🥇36 · ⭐ 18K · 📈) - State-of-the-art 2D and 3D Face Analysis Project. MIT
• tensorflow-hub (🥇35 · ⭐ 3.4K · 📈) - A library for transfer learning by reusing parts of.. Apache-2
• DeepSpeech (🥈34 · ⭐ 23K · 💀) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• torchtext (🥈33 · ⭐ 3.4K · 📈) - Models, data loaders and abstractions for language.. BSD-3
• Tesseract (🥈32 · ⭐ 5K · 📈) - Python-tesseract is an optical character recognition (OCR) tool.. Apache-2
• vega (🥉24 · ⭐ 360 · 📈) - IPython/Jupyter notebook module for Vega and Vega-Lite. BSD-3
• sklearn-evaluation (🥉18 · ⭐ 360 · 💤) - Machine learning model evaluation made easy: plots,.. MIT

📉 Trending Down

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.

• Bokeh (🥇42 · ⭐ 18K · 📉) - Interactive Data Visualization in the browser, from Python. BSD-3
• Catboost (🥈36 · ⭐ 7.3K · 📉) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
• PyTorch Geometric (🥇35 · ⭐ 18K · 📉) - Graph Neural Network Library for PyTorch. MIT
• PyQtGraph (🥈34 · ⭐ 3.4K · 📉) - Fast data visualization and GUI tools for scientific /.. ❗Unlicensed
• glfw (🥈32 · ⭐ 11K · 📉) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and input. ❗️Zlib
• Neural Network Libraries (🥉27 · ⭐ 2.6K · 📉) - Neural Network Libraries. Apache-2
• CuPy (🥉26 · ⭐ 7.1K · 📉) - NumPy & SciPy for GPU. MIT
• EfficientNet-PyTorch (🥉22 · ⭐ 7.5K · 💀) - A PyTorch implementation of EfficientNet and.. Apache-2
• Pillow-SIMD (🥉21 · ⭐ 2K · 📉) - The friendly PIL fork. ❗️PIL
• Headliner (🥉11 · ⭐ 230 · 💀) - Easy training and deployment of seq2seq models. ❗Unlicensed

Update: 2023.08.17

📈 Trending Up

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.

• Bokeh (🥇45 · ⭐ 18K · 📈) - Interactive Data Visualization in the browser, from Python. BSD-3
• Plotly (🥇39 · ⭐ 14K · 📈) - The interactive graphing library for Python This project now includes.. MIT
• CuPy (🥇38 · ⭐ 7.1K · 📈) - NumPy & SciPy for GPU. MIT
• Tokenizers (🥇37 · ⭐ 7.4K · 📈) - Fast State-of-the-Art Tokenizers optimized for Research and.. Apache-2
• ivy (🥈36 · ⭐ 13K · 📈) - The Unified AI Framework. Apache-2
• category_encoders (🥈32 · ⭐ 2.3K · 📈) - A library of sklearn compatible categorical variable.. BSD-3
• mljar-supervised (🥈31 · ⭐ 2.7K · 📈) - Python package for AutoML on Tabular Data with Feature.. MIT
• TFX (🥈31 · ⭐ 2K · 📈) - TFX is an end-to-end platform for deploying production ML pipelines. Apache-2
• litellm (🥉24 · ⭐ 580 · 🐣) - lightweight package to simplify LLM API calls -.. MIT o t h e r s
• Headliner (🥉15 · ⭐ 230 · 💀) - Easy training and deployment of seq2seq models. MIT

📉 Trending Down

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.

• torchvision (🥇38 · ⭐ 14K · 📉) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• InsightFace (🥈32 · ⭐ 17K · 📉) - State-of-the-art 2D and 3D Face Analysis Project. ❗Unlicensed
• tensorflow-hub (🥈31 · ⭐ 3.4K · 📉) - A library for transfer learning by reusing parts of.. Apache-2
• opencv-python (🥉28 · ⭐ 3.7K · 📉) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
• Tesseract (🥉27 · ⭐ 5K · 📉) - Python-tesseract is an optical character recognition (OCR) tool.. Apache-2
• DeepSpeech (🥉24 · ⭐ 22K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• Augmentor (🥉24 · ⭐ 4.9K · 📉) - Image augmentation library in Python for machine learning. MIT
• polyglot (🥉24 · ⭐ 2.2K · 💀) - Multilingual text (NLP) processing toolkit. ❗Unlicensed
• TensorForce (🥉23 · ⭐ 3.2K · 📉) - Tensorforce: a TensorFlow library for applied.. Apache-2
• sklearn-evaluation (🥉9 · ⭐ 1 · 💤) - Machine learning model evaluation made easy: plots,.. MIT

Update: 2023.08.10

📈 Trending Up

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.

• torchvision (🥇42 · ⭐ 14K · 📈) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• PaddleOCR (🥇38 · ⭐ 32K · 📈) - Awesome multilingual OCR toolkits based on PaddlePaddle.. Apache-2
• InsightFace (🥇36 · ⭐ 17K · 📈) - State-of-the-art 2D and 3D Face Analysis Project. MIT
• opencv-python (🥈34 · ⭐ 3.7K · 📈) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
• Tesseract (🥈32 · ⭐ 5K · 📈) - Python-tesseract is an optical character recognition (OCR) tool.. Apache-2
• Neural Network Libraries (🥉30 · ⭐ 2.6K · 📈) - Neural Network Libraries. Apache-2
• audiomentations (🥈29 · ⭐ 1.5K · 📈) - A Python library for audio data augmentation. Inspired by.. MIT
• Augmentor (🥉27 · ⭐ 4.9K · 📈) - Image augmentation library in Python for machine learning. MIT
• polyglot (🥉27 · ⭐ 2.2K · 💀) - Multilingual text (NLP) processing toolkit. ❗️GPL-3.0
• happy-transformer (🥉27 · ⭐ 450 · 📈) - Happy Transformer makes it easy to fine-tune and.. Apache-2 huggingface

📉 Trending Down

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 (🥇47 · ⭐ 12K · 📉) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
• Bokeh (🥇42 · ⭐ 18K · 📉) - Interactive Data Visualization in the browser, from Python. BSD-3
• Plotly (🥈37 · ⭐ 14K · 📉) - The interactive graphing library for Python This project now includes.. MIT
• ivy (🥈32 · ⭐ 13K · 📉) - Unified AI. ❗Unlicensed
• HoloViews (🥈31 · ⭐ 2.5K · 📉) - With Holoviews, your data visualizes itself. BSD-3
• CuPy (🥉26 · ⭐ 7.1K · 📉) - NumPy & SciPy for GPU. MIT
• pythreejs (🥉25 · ⭐ 880 · 📉) - A Jupyter - Three.js bridge. ❗Unlicensed
• DeepMatcher (🥉17 · ⭐ 500 · 💀) - Python package for performing Entity and Text Matching using.. BSD-3
• nx-altair (🥉12 · ⭐ 220 · 💀) - Draw interactive NetworkX graphs with Altair. MIT
• Headliner (🥉11 · ⭐ 230 · 💀) - Easy training and deployment of seq2seq models. ❗Unlicensed

➕ Added Projects

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

• Determined (🥉30 · ⭐ 2.4K · ➕) - Determined is a deep-learning platform that.. Apache-2
• litellm (🥉21 · ⭐ 230 · 🐣) - lightweight package to simplify LLM API calls -.. MIT o t h e r s