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Releases: ml-tooling/best-of-ml-python

Update: 2023.08.17

17 Aug 15:08
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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.

  • 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

10 Aug 17:50
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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.

  • 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

Update: 2023.07.27

27 Jul 15:15
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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.

  • 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

Update: 2023.07.20

20 Jul 15:20
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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.

  • 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

Update: 2023.07.13

13 Jul 15:00
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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.

  • 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

Update: 2023.07.06

06 Jul 15:29
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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.

  • 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

Update: 2023.06.29

29 Jun 17:11
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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.

  • 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
  • PyTorch Geometric (🥇35 · ⭐ 18K · 📉) - Graph Neural Network Library for PyTorch. MIT
  • PyFlink (🥉32 · ⭐ 21K · 📉) - Apache Flink Python API. Apache-2
  • HoloViews (🥈31 · ⭐ 2.5K · 📉) - With Holoviews, your data visualizes itself. BSD-3
  • opencv-python (🥉28 · ⭐ 3.6K · 📉) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
  • PyQtGraph (🥉28 · ⭐ 3.3K · 📉) - Fast data visualization and GUI tools for scientific /.. ❗Unlicensed
  • python-soundfile (🥉26 · ⭐ 560 · 📉) - SoundFile is an audio library based on libsndfile, CFFI,.. BSD-3
  • CuPy (🥉25 · ⭐ 7K · 📉) - NumPy & SciPy for GPU. MIT
  • eli5 (🥉23 · ⭐ 2.7K · 💀) - A library for debugging/inspecting machine learning classifiers and.. MIT
  • backprop (🥉9 · ⭐ 240 · 💀) - Backprop makes it simple to use, finetune, and deploy state-.. ❗Unlicensed

➕ Added Projects

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

  • EvaDB (🥉30 · ⭐ 2.1K · ➕) - Database system for building simpler and faster AI-powered.. Apache-2

Update: 2023.06.22

25 Jun 16:13
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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.

  • PySpark (🥇45 · ⭐ 36K · 📈) - Apache Spark Python API. Apache-2
  • torchvision (🥇42 · ⭐ 14K · 📈) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
  • Plotly (🥇42 · ⭐ 14K · 📈) - The interactive graphing library for Python This project now includes.. MIT
  • PyTorch Image Models (🥇37 · ⭐ 26K · 📈) - PyTorch image models, scripts, pretrained weights --.. Apache-2
  • PyFlink (🥈37 · ⭐ 21K · 📈) - Apache Flink Python API. Apache-2
  • Vowpal Wabbit (🥈37 · ⭐ 8.2K · 📈) - Vowpal Wabbit is a machine learning system which pushes the.. BSD-3
  • PyQtGraph (🥈36 · ⭐ 3.3K · 📈) - Fast data visualization and GUI tools for scientific / engineering.. MIT
  • ivy (🥈35 · ⭐ 11K · 📈) - Unified AI. Apache-2
  • HoloViews (🥈35 · ⭐ 2.4K · 📈) - With Holoviews, your data visualizes itself. BSD-3
  • yellowbrick (🥈27 · ⭐ 4K · 📈) - Visual analysis and diagnostic tools to facilitate.. 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.

  • PyTorch (🥇45 · ⭐ 68K · 📉) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
  • Keras (🥈42 · ⭐ 59K · 📉) - Deep Learning for humans. Apache-2
  • pytorch-lightning (🥈38 · ⭐ 24K · 📉) - Deep learning framework to train, deploy, and ship AI.. Apache-2
  • Catboost (🥈35 · ⭐ 7.2K · 📉) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
  • torchaudio (🥈31 · ⭐ 2.1K · 📉) - Data manipulation and transformation for audio signal.. BSD-2
  • wordcloud (🥉29 · ⭐ 9.5K · 📉) - A little word cloud generator in Python. MIT
  • huggingface_hub (🥈29 · ⭐ 970 · 📉) - All the open source things related to the Hugging Face.. Apache-2
  • DIPY (🥈29 · ⭐ 600 · 📉) - DIPY is the paragon 3D/4D+ imaging library in Python. Contains.. ❗Unlicensed
  • geopy (🥉28 · ⭐ 4K · 💤) - Geocoding library for Python. MIT
  • sklearn-evaluation (🥉10 · 🐣) - Machine learning model evaluation made easy: plots, tables,.. MIT

Update: 2023.06.15

15 Jun 16:10
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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.

  • gensim (🥇41 · ⭐ 14K · 📈) - Topic Modelling for Humans. ❗️LGPL-2.1
  • CuPy (🥇37 · ⭐ 7K · 📈) - NumPy & SciPy for GPU. MIT
  • pandas-profiling (🥈36 · ⭐ 11K · 📈) - Create HTML profiling reports from pandas DataFrame.. MIT
  • wordcloud (🥈34 · ⭐ 9.5K · 📈) - A little word cloud generator in Python. MIT
  • geopy (🥈34 · ⭐ 4K · 💤) - Geocoding library for Python. MIT
  • opencv-python (🥈34 · ⭐ 3.6K · 📈) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
  • SpeechRecognition (🥈33 · ⭐ 7.3K · 📈) - Speech recognition module for Python, supporting.. BSD-3
  • snowballstemmer (🥈31 · ⭐ 660 · 📈) - Snowball compiler and stemming algorithms. BSD-3
  • Keras-Preprocessing (🥉29 · ⭐ 1K · 💀) - Utilities for working with image data, text data, and.. MIT
  • 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.

  • PySpark (🥈38 · ⭐ 36K · 📉) - Apache Spark Python API. Apache-2
  • torchvision (🥇36 · ⭐ 14K · 📉) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
  • Theano (🥈34 · ⭐ 9.7K · 📉) - Theano was a Python library that allows you to define,.. ❗Unlicensed
  • PyTorch Image Models (🥈33 · ⭐ 26K · 📉) - PyTorch image models, scripts, pretrained weights --.. Apache-2
  • PyFlink (🥉32 · ⭐ 21K · 📉) - Apache Flink Python API. Apache-2
  • Tesseract (🥉26 · ⭐ 4.9K · 📉) - Python-tesseract is an optical character recognition (OCR).. Apache-2
  • pythreejs (🥉24 · ⭐ 880 · 📉) - A Jupyter - Three.js bridge. ❗Unlicensed
  • DeepMatcher (🥉18 · ⭐ 490 · 💀) - Python package for performing Entity and Text Matching using.. BSD-3
  • LOFO (🥉15 · ⭐ 740 · 📉) - Leave One Feature Out Importance. MIT
  • Headliner (🥉11 · ⭐ 230 · 💀) - Easy training and deployment of seq2seq models. ❗Unlicensed

Update: 2023.06.08

09 Jun 00:33
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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.

  • PyTorch (🥇51 · ⭐ 68K · 📈) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
  • PySpark (🥇45 · ⭐ 36K · 📈) - Apache Spark Python API. Apache-2
  • torchvision (🥇42 · ⭐ 14K · 📈) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
  • PyFlink (🥈36 · ⭐ 21K · 📈) - Apache Flink Python API. Apache-2
  • DIPY (🥈34 · ⭐ 600 · 📈) - DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic.. BSD-3
  • Tesseract (🥈31 · ⭐ 4.9K · 📈) - Python-tesseract is an optical character recognition (OCR).. Apache-2
  • pretrainedmodels (🥈29 · ⭐ 8.8K · 💀) - Pretrained ConvNets for pytorch: NASNet, ResNeXt,.. BSD-3
  • whoosh (🥉24 · ⭐ 420 · 💀) - Pure-Python full-text search library. ❗️BSD-1-Clause
  • DeepMatcher (🥉23 · ⭐ 4.7K · 💀) - Python package for performing Entity and Text Matching using.. BSD-3
  • OMLT (🥉19 · ⭐ 200 · 💤) - 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.

  • Catboost (🥈36 · ⭐ 7.2K · 📉) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
  • gensim (🥈33 · ⭐ 14K · 📉) - Topic Modelling for Humans. ❗️LGPL-2.1
  • wordcloud (🥈29 · ⭐ 9.5K · 📉) - A little word cloud generator in Python. MIT
  • SpeechRecognition (🥈28 · ⭐ 7.2K · 📉) - Speech recognition module for Python, supporting.. BSD-3
  • PyQtGraph (🥉28 · ⭐ 3.3K · 📉) - Fast data visualization and GUI tools for scientific /.. ❗Unlicensed
  • geopy (🥉27 · ⭐ 4K · 💤) - Geocoding library for Python. MIT
  • snowballstemmer (🥉25 · ⭐ 660 · 📉) - Snowball compiler and stemming algorithms. BSD-3
  • Keras-Preprocessing (🥉22 · ⭐ 1K · 💀) - Utilities for working with image data, text data, and.. ❗Unlicensed
  • vega (🥉20 · ⭐ 350 · 📉) - IPython/Jupyter notebook module for Vega and Vega-Lite. BSD-3
  • sklearn-evaluation (🥉11 · 🐣) - Machine learning model evaluation made easy: plots, tables,.. MIT