github ml-tooling/best-of-ml-python 2022.08.18
Update: 2022.08.18

latest releases: 2024.09.19, 2024.09.12, 2024.09.05...
2 years ago

📈 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.

  • Tensorflow (🥇55 · ⭐ 170K · 📈) - An Open Source Machine Learning Framework for Everyone. Apache-2
  • Keras (🥇45 · ⭐ 56K · 📈) - Deep Learning for humans. Apache-2
  • flair (🥇40 · ⭐ 12K · 📈) - A very simple framework for state-of-the-art Natural Language.. MIT
  • Rasterio (🥇38 · ⭐ 1.8K · 📈) - Rasterio reads and writes geospatial raster datasets. BSD-3
  • Albumentations (🥇36 · ⭐ 11K · 📈) - Fast image augmentation library and an easy-to-use.. MIT
  • sacred (🥈32 · ⭐ 3.9K · 📈) - Sacred is a tool to help you configure, organize, log and reproduce.. MIT
  • scikit-surprise (🥈29 · ⭐ 5.5K · 📈) - A Python scikit for building and analyzing recommender.. BSD-3
  • underthesea (🥉25 · ⭐ 1K · 📈) - Underthesea - Vietnamese NLP Toolkit. ❗️GPL-3.0
  • prettymaps (🥉21 · ⭐ 8.7K · 💤) - A small set of Python functions to draw pretty maps from.. ❗️AGPL-3.0
  • pykale (🥉21 · ⭐ 350 · 📈) - Knowledge-Aware machine LEarning (KALE): accessible machine.. 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.

  • scikit-image (🥇43 · ⭐ 5K · 📉) - Image processing in Python. BSD-2
  • pytorch-lightning (🥈39 · ⭐ 20K · 📉) - The most intuitive, flexible, way for researchers, ML.. Apache-2
  • PyMC3 (🥇39 · ⭐ 6.9K · 📉) - Probabilistic Programming in Python: Bayesian Modeling and.. Apache-2
  • PyTorch Image Models (🥇38 · ⭐ 20K · 📉) - PyTorch image models, scripts, pretrained weights --.. Apache-2
  • PyTorch Geometric (🥇37 · ⭐ 15K · 📉) - Graph Neural Network Library for PyTorch. MIT
  • geopy (🥈34 · ⭐ 3.7K · 📉) - Geocoding library for Python. MIT
  • Netron (🥇33 · ⭐ 20K · 📉) - Visualizer for neural network, deep learning, and machine.. MIT
  • Perspective (🥈30 · ⭐ 4.8K · 📉) - A data visualization and analytics component,.. Apache-2
  • DoWhy (🥈28 · ⭐ 5.1K · 📉) - DoWhy is a Python library for causal inference that supports explicit.. MIT
  • AdvBox (🥉17 · ⭐ 1.2K · 📉) - Advbox is a toolbox to generate adversarial examples that fool.. Apache-2

➕ Added Projects

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

  • Geomstats (🥉27 · ⭐ 800 · ➕) - Computations and statistics on manifolds with geometric structures. MIT

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