github ml-tooling/best-of-ml-python 2024.09.05
Update: 2024.09.05

latest releases: 2024.11.07, 2024.10.31, 2024.10.24...
2 months 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.

  • nltk (πŸ₯‡45 Β· ⭐ 13K Β· πŸ“ˆ) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
  • Optuna (πŸ₯‡43 Β· ⭐ 10K Β· πŸ“ˆ) - A hyperparameter optimization framework. MIT
  • Netron (πŸ₯‡37 Β· ⭐ 27K Β· πŸ“ˆ) - Visualizer for neural network, deep learning and machine.. MIT
  • Datasette (πŸ₯‡36 Β· ⭐ 9.2K Β· πŸ“ˆ) - An open source multi-tool for exploring and publishing data. Apache-2
  • Autograd (πŸ₯‡36 Β· ⭐ 6.9K Β· πŸ“ˆ) - Efficiently computes derivatives of NumPy code. MIT
  • bt (πŸ₯‡31 Β· ⭐ 2.2K Β· πŸ“ˆ) - bt - flexible backtesting for Python. MIT
  • python-soundfile (πŸ₯‰29 Β· ⭐ 700 Β· πŸ“ˆ) - SoundFile is an audio library based on libsndfile, CFFI,.. BSD-3
  • miceforest (πŸ₯‡26 Β· ⭐ 330 Β· πŸ“ˆ) - Multiple Imputation with LightGBM in Python. MIT
  • dabl (πŸ₯‰20 Β· ⭐ 720 Β· πŸ’€) - Data Analysis Baseline Library. BSD-3
  • MXBoard (πŸ₯‰20 Β· ⭐ 320 Β· πŸ’€) - Logging MXNet data for visualization in TensorBoard. Apache-2

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.

  • tensorflow-probability (πŸ₯‡35 Β· ⭐ 4.2K Β· πŸ“‰) - Probabilistic reasoning and statistical analysis in.. Apache-2
  • Graphviz (πŸ₯ˆ34 Β· ⭐ 1.6K Β· πŸ“‰) - Simple Python interface for Graphviz. MIT
  • SpeechRecognition (πŸ₯ˆ33 Β· ⭐ 8.3K Β· πŸ“‰) - Speech recognition module for Python, supporting.. BSD-3
  • OpenNMT (πŸ₯ˆ32 Β· ⭐ 6.7K Β· πŸ“‰) - Open Source Neural Machine Translation and (Large) Language.. MIT
  • tensorflow-hub (πŸ₯ˆ32 Β· ⭐ 3.5K Β· πŸ“‰) - A library for transfer learning by reusing parts of.. Apache-2
  • TF Model Optimization (πŸ₯ˆ28 Β· ⭐ 1.5K Β· πŸ“‰) - A toolkit to optimize ML models for deployment for.. Apache-2
  • data-validation (πŸ₯‰26 Β· ⭐ 760 Β· πŸ“‰) - Library for exploring and validating machine learning.. Apache-2
  • TF Recommenders (πŸ₯‰24 Β· ⭐ 1.8K Β· πŸ“‰) - TensorFlow Recommenders is a library for building.. Apache-2
  • pandas-ai (πŸ₯‰23 Β· ⭐ 13K Β· πŸ“‰) - Chat with your database (SQL, CSV, pandas, polars,.. ❗Unlicensed
  • TensorFrames (πŸ₯‰16 Β· ⭐ 720 Β· πŸ’€) - Tensorflow wrapper for DataFrames on Apache Spark. Apache-2

βž• Added Projects

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

  • Runhouse (πŸ₯‰24 Β· ⭐ 960 Β· βž•) - Orchestrate heterogeneous ML workloads in Python, like PyTorch.. Apache-2

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