ml-tooling/best-of-ml-python 2024.12.05

Update: 2024.12.05

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.

• Nilearn (🥇39 · ⭐ 1.2K · 📈) - Machine learning for NeuroImaging in Python. BSD-3
• horovod (🥈35 · ⭐ 14K · 📈) - Distributed training framework for TensorFlow, Keras, PyTorch,.. Apache-2
• spleeter (🥈32 · ⭐ 26K · 📈) - Deezer source separation library including pretrained models. MIT
• DoWhy (🥈30 · ⭐ 7.2K · 📈) - DoWhy is a Python library for causal inference that supports explicit.. MIT
• Qlib (🥈29 · ⭐ 16K · 📈) - Qlib is an AI-oriented quantitative investment platform that aims to.. MIT
• ffn (🥈29 · ⭐ 2K · 📈) - ffn - a financial function library for Python. MIT
• spacy-transformers (🥈29 · ⭐ 1.4K · 📈) - Use pretrained transformers like BERT, XLNet and.. MIT spacy
• NuPIC (🥉28 · ⭐ 6.3K · 📈) - Numenta Platform for Intelligent Computing is an implementation of.. MIT
• DeepVariant (🥉27 · ⭐ 3.2K · 📈) - DeepVariant is an analysis pipeline that uses a deep.. BSD-3
• Elephas (🥉25 · ⭐ 1.6K · 💀) - Distributed Deep learning with Keras & Spark. MIT keras

📉 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.

• pyecharts (🥈33 · ⭐ 15K · 📉) - Python Echarts Plotting Library. MIT
• espnet (🥇33 · ⭐ 8.6K · 📉) - End-to-End Speech Processing Toolkit. Apache-2
• torchaudio (🥈28 · ⭐ 2.6K · 📉) - Data manipulation and transformation for audio signal.. BSD-2
• CuPy (🥈27 · ⭐ 9.5K · 📉) - NumPy & SciPy for GPU. MIT
• torchtext (🥈27 · ⭐ 3.5K · 📉) - Models, data loaders and abstractions for language.. BSD-3
• TensorFlow I/O (🥉24 · ⭐ 710 · 📉) - Dataset, streaming, and file system extensions.. Apache-2
• fastNLP (🥉23 · ⭐ 3.1K · 💀) - fastNLP: A Modularized and Extensible NLP Framework. Currently.. Apache-2
• layout-parser (🥉22 · ⭐ 4.9K · 💀) - A Unified Toolkit for Deep Learning Based Document Image.. Apache-2
• data-validation (🥉21 · ⭐ 770 · 📉) - Library for exploring and validating machine learning.. Apache-2
• quinn (🥉19 · ⭐ 650 · 📉) - pyspark methods to enhance developer productivity. Apache-2

➕ Added Projects

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

• ridgeplot (🥉24 · ⭐ 150 · ➕) - Beautiful ridgeline plots in Python. MIT