best-of-ml-python

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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

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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

📈 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

📈 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

📈 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

📈 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

📈 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 · ⭐ 36K · 📈) - Apache Spark Python API. Apache-2
• pytorch-lightning (🥈42 · ⭐ 24K · 📈) - Deep learning framework to train, deploy, and ship AI.. Apache-2
• PyTorch Geometric (🥇38 · ⭐ 18K · 📈) - Graph Neural Network Library for PyTorch. MIT
• CuPy (🥇37 · ⭐ 7.1K · 📈) - NumPy & SciPy for GPU. MIT
• PyQtGraph (🥇37 · ⭐ 3.3K · 📈) - Fast data visualization and GUI tools for scientific / engineering.. MIT
• PyFlink (🥈36 · ⭐ 22K · 📈) - Apache Flink Python API. Apache-2
• patsy (🥈31 · ⭐ 900 · 💤) - Describing statistical models in Python using symbolic formulas. BSD-2
• eli5 (🥈28 · ⭐ 2.7K · 💀) - A library for debugging/inspecting machine learning classifiers and.. MIT
• yellowbrick (🥈27 · ⭐ 4.1K · 📈) - Visual analysis and diagnostic tools to facilitate.. Apache-2
• sklearn-evaluation (🥉19 · ⭐ 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 (🥈41 · ⭐ 59K · 📉) - Deep Learning for humans. Apache-2
• Plotly (🥇37 · ⭐ 14K · 📉) - The interactive graphing library for Python This project now includes.. MIT
• torchtext (🥈30 · ⭐ 3.3K · 📉) - Models, data loaders and abstractions for language.. BSD-3
• geopy (🥉28 · ⭐ 4K · 💤) - Geocoding library for Python. MIT
• pretrainedmodels (🥈25 · ⭐ 8.8K · 💀) - Pretrained ConvNets for pytorch: NASNet, ResNeXt,.. BSD-3
• snowballstemmer (🥉25 · ⭐ 670 · 📉) - Snowball compiler and stemming algorithms. BSD-3
• T5 (🥉23 · ⭐ 5.4K · 📉) - Code for the paper Exploring the Limits of Transfer Learning with.. Apache-2
• Keras-Preprocessing (🥉23 · ⭐ 1K · 💀) - Utilities for working with image data, text data, and.. ❗Unlicensed
• PyStan (🥉20 · ⭐ 270 · 📉) - PyStan, a Python interface to Stan, a platform for statistical.. ISC
• Feature Engine (🥉16 · ⭐ 33 · 💤) - Feature engineering package with sklearn like functionality. BSD-3

📈 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 (🥇44 · ⭐ 18K · 📈) - Interactive Data Visualization in the browser, from Python. BSD-3
• Plotly (🥇42 · ⭐ 14K · 📈) - The interactive graphing library for Python This project now includes.. MIT
• torchtext (🥈35 · ⭐ 3.3K · 📈) - Models, data loaders and abstractions for language.. BSD-3
• HoloViews (🥈35 · ⭐ 2.5K · 📈) - With Holoviews, your data visualizes itself. BSD-3
• CNTK (🥉30 · ⭐ 17K · 💤) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit. MIT
• pythreejs (🥉29 · ⭐ 880 · 📈) - A Jupyter - Three.js bridge. BSD-3
• Lasagne (🥉28 · ⭐ 3.8K · 💀) - Lightweight library to build and train neural networks in Theano. MIT
• SUOD (🥉23 · ⭐ 350 · 📈) - (MLSys 21) An Acceleration System for Large-scare Unsupervised.. BSD-2
• LOFO (🥉18 · ⭐ 750 · 📈) - Leave One Feature Out Importance. MIT
• nx-altair (🥉15 · ⭐ 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.

• PyTorch (🥇45 · ⭐ 69K · 📉) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
• PySpark (🥈38 · ⭐ 36K · 📉) - Apache Spark Python API. Apache-2
• pytorch-lightning (🥈38 · ⭐ 24K · 📉) - Deep learning framework to train, deploy, and ship AI.. Apache-2
• PyTorch Geometric (🥇35 · ⭐ 18K · 📉) - Graph Neural Network Library for PyTorch. MIT
• PyFlink (🥉31 · ⭐ 22K · 📉) - Apache Flink Python API. Apache-2
• wordcloud (🥉29 · ⭐ 9.6K · 📉) - A little word cloud generator in Python. MIT
• Tesseract (🥉27 · ⭐ 5K · 📉) - Python-tesseract is an optical character recognition (OCR) tool.. Apache-2
• CuPy (🥉25 · ⭐ 7K · 📉) - NumPy & SciPy for GPU. MIT
• eli5 (🥉23 · ⭐ 2.7K · 💀) - A library for debugging/inspecting machine learning classifiers and.. MIT
• Pillow-SIMD (🥉21 · ⭐ 2K · 📉) - The friendly PIL fork. ❗️PIL

📈 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 · ⭐ 36K · 📈) - Apache Spark Python API. Apache-2
• pytorch-lightning (🥈42 · ⭐ 24K · 📈) - Deep learning framework to train, deploy, and ship AI.. Apache-2
• PyFlink (🥈36 · ⭐ 22K · 📈) - Apache Flink Python API. Apache-2
• VisPy (🥈33 · ⭐ 3.1K · 📈) - High-performance interactive 2D/3D data visualization.. ❗Unlicensed
• huggingface_hub (🥈33 · ⭐ 1K · 📈) - All the open source things related to the Hugging Face.. Apache-2
• Tesseract (🥈31 · ⭐ 4.9K · 📈) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• FinQuant (🥉23 · ⭐ 980 · 📈) - A program for financial portfolio management, analysis and.. MIT
• scikit-rebate (🥉21 · ⭐ 380 · 💀) - A scikit-learn-compatible Python implementation of.. MIT
• OMLT (🥉18 · ⭐ 200 · 📈) - Represent trained machine learning models as Pyomo optimization.. BSD-3
• backprop (🥉14 · ⭐ 240 · 💀) - Backprop makes it simple to use, finetune, and deploy state-of-.. Apache-2

📉 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 (🥇36 · ⭐ 14K · 📉) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• Plotly (🥈36 · ⭐ 14K · 📉) - The interactive graphing library for Python This project now includes.. MIT
• Theano (🥈35 · ⭐ 9.8K · 💤) - Theano was a Python library that allows you to define,.. ❗Unlicensed
• MMDetection (🥈34 · ⭐ 25K · 📉) - OpenMMLab Detection Toolbox and Benchmark. Apache-2
• PyTorch Image Models (🥈33 · ⭐ 26K · 📉) - PyTorch image models, scripts, pretrained weights --.. Apache-2
• torchtext (🥈31 · ⭐ 3.3K · 📉) - Models, data loaders and abstractions for language.. BSD-3
• HoloViews (🥈31 · ⭐ 2.5K · 📉) - With Holoviews, your data visualizes itself. BSD-3
• Face Recognition (🥈29 · ⭐ 49K · 💀) - The worlds simplest facial recognition api for Python.. MIT
• pythreejs (🥉25 · ⭐ 880 · 📉) - A Jupyter - Three.js bridge. ❗Unlicensed
• DeepMatcher (🥉18 · ⭐ 490 · 💀) - Python package for performing Entity and Text Matching using.. BSD-3

📈 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 · ⭐ 69K · 📈) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
• Keras (🥇46 · ⭐ 59K · 📈) - Deep Learning for humans. Apache-2
• Plotly (🥇42 · ⭐ 14K · 📈) - The interactive graphing library for Python This project now includes.. MIT
• ivy (🥈37 · ⭐ 12K · 📈) - Unified AI. Apache-2
• CuPy (🥇37 · ⭐ 7K · 📈) - NumPy & SciPy for GPU. MIT
• torchtext (🥇35 · ⭐ 3.3K · 📈) - Models, data loaders and abstractions for language.. BSD-3
• HoloViews (🥈35 · ⭐ 2.5K · 📈) - With Holoviews, your data visualizes itself. BSD-3
• opencv-python (🥈34 · ⭐ 3.6K · 📈) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
• pythreejs (🥉29 · ⭐ 880 · 📈) - A Jupyter - Three.js bridge. BSD-3
• DeepMatcher (🥉23 · ⭐ 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.

• PySpark (🥈38 · ⭐ 36K · 📉) - Apache Spark Python API. Apache-2
• Coqui TTS (🥈32 · ⭐ 13K · 📉) - - a deep learning toolkit for Text-to-Speech, battle-.. MPL-2.0
• cuDF (🥈31 · ⭐ 5.6K · 📉) - cuDF - GPU DataFrame Library. Apache-2
• VisPy (🥉28 · ⭐ 3.1K · 📉) - High-performance interactive 2D/3D data visualization.. ❗Unlicensed
• pingouin (🥉26 · ⭐ 1.4K · 📉) - Statistical package in Python based on Pandas. ❗️GPL-3.0
• detecto (🥉18 · ⭐ 590 · 💀) - Build fully-functioning computer vision models with PyTorch. MIT
• matrixprofile-ts (🥉17 · ⭐ 710 · 💀) - A Python library for detecting patterns and anomalies.. Apache-2
• scikit-rebate (🥉17 · ⭐ 390 · 💀) - A scikit-learn-compatible Python implementation of.. MIT
• OMLT (🥉14 · ⭐ 200 · 📉) - Represent trained machine learning models as Pyomo optimization.. ❗Unlicensed
• sklearn-evaluation (🥉11 · ⭐ 1 · 🐣) - Machine learning model evaluation made easy: plots,.. MIT

📈 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.

• Face Recognition (🥈35 · ⭐ 49K · 💤) - The worlds simplest facial recognition api for Python.. MIT
• torchaudio (🥇35 · ⭐ 2.1K · 📈) - Data manipulation and transformation for audio signal.. BSD-2
• wordcloud (🥈34 · ⭐ 9.5K · 📈) - A little word cloud generator in Python. MIT
• geopy (🥈34 · ⭐ 4K · 💤) - Geocoding library for Python. MIT
• DIPY (🥈34 · ⭐ 600 · 📈) - DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic.. BSD-3
• Alpha Vantage (🥈29 · ⭐ 4K · 📈) - A python wrapper for Alpha Vantage API for financial data. MIT
• FARM (🥈27 · ⭐ 1.7K · 💤) - Fast & easy transfer learning for NLP. Harvesting language.. Apache-2
• TensorForce (🥈26 · ⭐ 3.2K · 📈) - Tensorforce: a TensorFlow library for applied.. Apache-2
• vega (🥉25 · ⭐ 350 · 📈) - 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.

• Plotly (🥈36 · ⭐ 14K · 📉) - The interactive graphing library for Python This project now includes.. MIT
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• PyFlink (🥉32 · ⭐ 21K · 📉) - Apache Flink Python API. Apache-2
• HoloViews (🥈31 · ⭐ 2.5K · 📉) - With Holoviews, your data visualizes itself. BSD-3
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• CuPy (🥉25 · ⭐ 7K · 📉) - NumPy & SciPy for GPU. MIT
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📈 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.

• Gradio (🥇40 · ⭐ 16K · 📈) - Wrap UIs around any model, share with anyone. Apache-2
• Faiss (🥇38 · ⭐ 21K · 📈) - A library for efficient similarity search and clustering of dense vectors. MIT
• haystack (🥇36 · ⭐ 8.3K · 📈) - Haystack is an open source NLP framework to interact with your.. Apache-2
• MONAI (🥇36 · ⭐ 4K · 📈) - AI Toolkit for Healthcare Imaging. Apache-2
• TF Addons (🥇36 · ⭐ 1.6K · 📈) - Useful extra functionality for TensorFlow 2.x maintained.. Apache-2
• einops (🥈35 · ⭐ 6.7K · 📈) - Deep learning operations reinvented (for pytorch, tensorflow, jax and.. MIT
• hmmlearn (🥈32 · ⭐ 2.8K · 📈) - Hidden Markov Models in Python, with scikit-learn like API. BSD-3
• pomegranate (🥈31 · ⭐ 3.1K · 📈) - Fast, flexible and easy to use probabilistic modelling in Python. MIT
• DeepKE (🥈29 · ⭐ 1.8K · 📈) - An Open Toolkit for Knowledge Graph Extraction and Construction.. MIT
• pyRDF2Vec (🥉22 · ⭐ 190 · 📈) - Python Implementation and Extension of RDF2Vec. 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.

• PySpark (🥈38 · ⭐ 36K · 📉) - Apache Spark Python API. Apache-2
• Catboost (🥈36 · ⭐ 7.1K · 📉) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
• PyFlink (🥉32 · ⭐ 21K · 📉) - Apache Flink Python API. Apache-2
• TensorFlow Datasets (🥈32 · ⭐ 3.8K · 📉) - TFDS is a collection of datasets ready to use with.. Apache-2
• Tesseract (🥉27 · ⭐ 4.8K · 📉) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• Pillow-SIMD (🥉23 · ⭐ 2K · 💤) - The friendly PIL fork. ❗️PIL
• eli5 (🥉22 · ⭐ 2.7K · 💀) - A library for debugging/inspecting machine learning classifiers and.. MIT
• vega (🥉20 · ⭐ 340 · 📉) - IPython/Jupyter notebook module for Vega and Vega-Lite. BSD-3
• DeepMatcher (🥉18 · ⭐ 480 · 💀) - Python package for performing Entity and Text Matching using.. BSD-3
• pandas-profiling (🥉13 · 📉) - Generate profile report for pandas DataFrame. ❗Unlicensed