ml-tooling/best-of-ml-python 2021.12.30

Update: 2021.12.30

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.

• Tensorflow (🥇44 · ⭐ 160K · 📈) - An Open Source Machine Learning Framework for Everyone. Apache-2
• joblib (🥇36 · ⭐ 2.6K · 📈) - Computing with Python functions. BSD-3
• Altair (🥇34 · ⭐ 7.2K · 📈) - Declarative statistical visualization library for Python. BSD-3
• PyQtGraph (🥈31 · ⭐ 2.7K · 📈) - Fast data visualization and GUI tools for scientific / engineering.. MIT
• DeepSpeech (🥇30 · ⭐ 19K · 📈) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• tinytag (🥈25 · ⭐ 500 · 📈) - Read audio and music meta data and duration of MP3, OGG, OPUS, MP4,.. MIT
• dbnd (🥉24 · ⭐ 210 · 📈) - DBND is an agile pipeline framework that helps data engineering teams.. Apache-2
• Labml (🥉23 · ⭐ 920 · 📈) - Monitor deep learning model training and hardware usage from your mobile.. MIT
• fast-bert (🥉20 · ⭐ 1.7K · 📈) - Super easy library for BERT based NLP models. Apache-2
• riko (🥉20 · ⭐ 1.6K · 📈) - A Python stream processing engine modeled after Yahoo! Pipes. 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.

• GeoPandas (🥈30 · ⭐ 2.9K · 📉) - Python tools for geographic data. BSD-3
• DVC (🥈27 · ⭐ 9K · 📉) - Data Version Control | Git for Data & Models | ML Experiments Management. Apache-2
• ParlAI (🥈26 · ⭐ 8.5K · 📉) - A framework for training and evaluating AI models on a variety of.. MIT
• Flax (🥉26 · ⭐ 2.5K · 📉) - Flax is a neural network library for JAX that is designed for.. Apache-2 jax
• cartopy (🥉25 · ⭐ 980 · 📉) - Cartopy - a cartographic python library with matplotlib support. ❗️LGPL-3.0
• polars (🥉24 · ⭐ 4K · 📉) - Fast multi-threaded DataFrame library in Rust and Python. MIT
• BentoML (🥈24 · ⭐ 3.1K · 📉) - Model Serving Made Easy. Apache-2
• mljar-supervised (🥈24 · ⭐ 1.7K · 📉) - Python package for AutoML on Tabular Data with Feature.. MIT
• fastFM (🥉21 · ⭐ 960 · 💤) - fastFM: A Library for Factorization Machines. BSD-3
• MXBoard (🥉20 · ⭐ 330 · 💀) - Logging MXNet data for visualization in TensorBoard. Apache-2