github ml-tooling/best-of-ml-python 2022.05.19
Update: 2022.05.19

latest releases: 2024.05.16, 2024.05.09, 2024.05.02...
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.

  • jax (🥇44 · ⭐ 18K · 📈) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
  • Bokeh (🥇44 · ⭐ 16K · 📈) - Interactive Data Visualization in the browser, from Python. BSD-3
  • networkx (🥇44 · ⭐ 11K · 📈) - Network Analysis in Python. BSD-3
  • pytorch-lightning (🥈43 · ⭐ 18K · 📈) - The lightweight PyTorch wrapper for high-performance.. Apache-2
  • Seaborn (🥇43 · ⭐ 9.4K · 📈) - Statistical data visualization in Python. BSD-3
  • PyTorch Geometric (🥇38 · ⭐ 15K · 📈) - Graph Neural Network Library for PyTorch. MIT
  • DeepSpeech (🥇34 · ⭐ 20K · 📈) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
  • sklearn-porter (🥉23 · ⭐ 1.1K · 📈) - Transpile trained scikit-learn estimators to C, Java,.. MIT
  • keras-ocr (🥉23 · ⭐ 1K · 📈) - A packaged and flexible version of the CRAFT text detector and.. MIT
  • flupy (🥉17 · ⭐ 170 · 📈) - Fluent data pipelines for python and your shell. 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.

  • dask (🥇43 · ⭐ 9.9K · 📉) - Parallel computing with task scheduling. BSD-3
  • PyFlink (🥈36 · ⭐ 19K · 📉) - Apache Flink Python API. Apache-2
  • fairseq (🥇36 · ⭐ 17K · 📉) - Facebook AI Research Sequence-to-Sequence Toolkit written in.. MIT
  • Gradio (🥇33 · ⭐ 7K · 📉) - Wrap UIs around any model, share with anyone. Apache-2
  • librosa (🥇33 · ⭐ 5.2K · 📉) - Python library for audio and music analysis. ISC
  • Prophet (🥇32 · ⭐ 14K · 📉) - Tool for producing high quality forecasts for time series data that.. MIT
  • Pydub (🥈31 · ⭐ 6.1K · 📉) - Manipulate audio with a simple and easy high level interface. MIT
  • hmmlearn (🥈31 · ⭐ 2.5K · 📉) - Hidden Markov Models in Python, with scikit-learn like API. BSD-3
  • CellProfiler (🥉24 · ⭐ 670 · 📉) - An open-source application for biological image analysis. BSD-3
  • 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.

  • Deep Checks (🥈26 · ⭐ 1.5K · ➕) - Test Suites for Validating ML Models & Data. Deepchecks.. ❗️AGPL-3.0
  • Popmon (🥉21 · ⭐ 300 · ➕) - Monitor the stability of a Pandas or Spark dataframe. MIT

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