ml-tooling/best-of-ml-python 2021.05.13

Update: 2021.05.13

on GitHub

📈 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 (🥈34 · ⭐ 13K · 📈) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
• tensor2tensor (🥇33 · ⭐ 11K · 📈) - Library of deep learning models and datasets designed.. Apache-2
• fastText (🥇31 · ⭐ 23K · 💤) - Library for fast text representation and classification. MIT
• DeepSpeech (🥇31 · ⭐ 17K · 📈) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• flair (🥇31 · ⭐ 10K · 📈) - A very simple framework for state-of-the-art Natural Language.. MIT
• Dopamine (🥇30 · ⭐ 9.4K · 📈) - Dopamine is a research framework for fast prototyping of.. Apache-2
• TextDistance (🥉25 · ⭐ 2K · 📈) - Compute distance between sequences. 30+ algorithms, pure python.. MIT
• TensorTrade (🥈24 · ⭐ 3.2K · 📈) - An open source reinforcement learning framework for.. Apache-2
• NiftyNet (🥉22 · ⭐ 1.3K · 💀) - [unmaintained] An open-source convolutional neural.. Apache-2
• Explainability 360 (🥈22 · ⭐ 830 · 📈) - Interpretability and explainability of data and.. 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.

• Core ML Tools (🥈24 · ⭐ 2.2K · 📉) - Core ML tools contain supporting tools for Core ML model.. BSD-3
• pyclustering (🥈24 · ⭐ 830 · 📉) - pyclustring is a Python, C++ data mining library. BSD-3
• fastNLP (🥉23 · ⭐ 2.1K · 📉) - fastNLP: A Modularized and Extensible NLP Framework. Currently.. Apache-2
• TabPy (🥉23 · ⭐ 1.1K · 📉) - Execute Python code on the fly and display results in Tableau.. MIT
• Satpy (🥉21 · ⭐ 700 · 📉) - Python package for earth-observing satellite data processing. ❗️GPL-3.0
• lore (🥉20 · ⭐ 1.5K · 💤) - Lore makes machine learning approachable for Software Engineers and.. MIT
• fairlearn (🥉20 · ⭐ 790 · 📉) - A Python package to assess and improve fairness of machine.. MIT
• fletcher (🥉19 · ⭐ 210 · 📉) - Pandas ExtensionDType/Array backed by Apache Arrow. MIT
• sklearn-porter (🥉16 · ⭐ 1K · 💀) - Transpile trained scikit-learn estimators to C, Java,.. MIT
• AlphaPy (🥉15 · ⭐ 590 · 📉) - Automated Machine Learning [AutoML] with Python, scikit-learn,.. Apache-2

➕ Added Projects

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

• nnAudio (🥉20 · ⭐ 460 · ➕) - Audio processing by using pytorch 1D convolution network. MIT
• opyrator (🥉17 · ⭐ 2.1K · 🐣) - Turns your machine learning code into microservices with web API,.. MIT