github ml-tooling/best-of-ml-python 2021.08.19
Update: 2021.08.19

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

πŸ“ˆ 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.

  • Beam (πŸ₯‡34 Β· ⭐ 5K Β· πŸ“ˆ) - Unified programming model to define and execute data processing.. Apache-2
  • zarr (πŸ₯ˆ28 Β· ⭐ 740 Β· πŸ“ˆ) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT
  • carla (πŸ₯ˆ27 Β· ⭐ 6.4K Β· πŸ“ˆ) - Open-source simulator for autonomous driving research. MIT
  • jellyfish (πŸ₯ˆ27 Β· ⭐ 1.5K Β· πŸ“ˆ) - a python library for doing approximate and phonetic matching of.. BSD-2
  • dtreeviz (πŸ₯ˆ26 Β· ⭐ 1.6K Β· πŸ“ˆ) - A python library for decision tree visualization and model.. MIT
  • SALib (πŸ₯‰26 Β· ⭐ 510 Β· πŸ“ˆ) - Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST,.. MIT
  • pandas-ta (πŸ₯‰25 Β· ⭐ 1.5K Β· πŸ“ˆ) - Technical Analysis Indicators - Pandas TA is an easy to use.. MIT
  • sklearn-deap (πŸ₯‰21 Β· ⭐ 650 Β· πŸ“ˆ) - Use evolutionary algorithms instead of gridsearch in.. MIT
  • scikit-tda (πŸ₯‰20 Β· ⭐ 300 Β· πŸ“ˆ) - Topological Data Analysis for Python. MIT
  • Maze (πŸ₯‰14 Β· ⭐ 160 Β· 🐣) - Maze Applied Reinforcement Learning Framework. ❗️Custom

πŸ“‰ 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 (πŸ₯‡39 Β· ⭐ 50K Β· πŸ“‰) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
  • Ray (πŸ₯‡32 Β· ⭐ 17K Β· πŸ“‰) - An open source framework that provides a simple, universal API for.. Apache-2
  • PyFlink (πŸ₯ˆ30 Β· ⭐ 17K Β· πŸ“‰) - Apache Flink Python API. Apache-2
  • TensorFlow Datasets (πŸ₯ˆ30 Β· ⭐ 2.9K Β· πŸ“‰) - TFDS is a collection of datasets ready to use with.. Apache-2
  • torchaudio (πŸ₯ˆ26 Β· ⭐ 1.4K Β· πŸ“‰) - Data manipulation and transformation for audio signal.. BSD-2
  • TorchServe (πŸ₯ˆ24 Β· ⭐ 2K Β· πŸ“‰) - Model Serving on PyTorch. Apache-2
  • PyTorch3D (πŸ₯‰22 Β· ⭐ 5.1K Β· πŸ“‰) - PyTorch3D is FAIR's library of reusable components.. ❗Unlicensed
  • dbnd (πŸ₯‰21 Β· ⭐ 200 Β· πŸ“‰) - DBND is an agile pipeline framework that helps data engineering teams.. Apache-2
  • Optimus (πŸ₯‰18 Β· ⭐ 1K Β· πŸ“‰) - Agile Data Preparation Workflows madeeasy with Pandas, Dask,.. Apache-2
  • dstack (πŸ₯‰13 Β· ⭐ 180 Β· πŸ“‰) - An open-source tool to rapidly develop data applications with.. Apache-2

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