ml-tooling/best-of-ml-python 2022.07.07

Update: 2022.07.07

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.

• PySpark (🥇43 · ⭐ 33K · 📈) - Apache Spark Python API. Apache-2
• Rasa (🥇39 · ⭐ 15K · 📈) - Open source machine learning framework to automate text- and.. Apache-2
• Altair (🥇39 · ⭐ 7.6K · 📈) - Declarative statistical visualization library for Python. BSD-3
• Gradio (🥇35 · ⭐ 7.7K · 📈) - Wrap UIs around any model, share with anyone. Apache-2
• GluonCV (🥈34 · ⭐ 5.2K · 📈) - Gluon CV Toolkit. Apache-2
• nlpaug (🥈31 · ⭐ 3.4K · 📈) - Data augmentation for NLP. MIT
• vidgear (🥈30 · ⭐ 2.3K · 📈) - A High-performance cross-platform Video Processing Python.. Apache-2
• PyStan (🥉27 · ⭐ 190 · 📈) - PyStan, a Python interface to Stan, a platform for statistical.. ISC
• sklearn-evaluation (🥉22 · ⭐ 330 · 📈) - Machine learning model evaluation made easy: plots,.. MIT
• solt (🥉18 · ⭐ 260 · 📈) - Streaming over lightweight data transformations. 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.

• LightGBM (🥈41 · ⭐ 14K · 📉) - A fast, distributed, high performance gradient boosting (GBT, GBDT,.. MIT
• gensim (🥇41 · ⭐ 13K · 📉) - Topic Modelling for Humans. ❗️LGPL-2.1
• Optuna (🥇41 · ⭐ 6.6K · 📉) - A hyperparameter optimization framework. MIT
• Catboost (🥈39 · ⭐ 6.6K · 📉) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
• PaddleHub (🥈31 · ⭐ 8.1K · 📉) - Awesome pre-trained models toolkit based on.. Apache-2
• Catalyst (🥈29 · ⭐ 3K · 📉) - Accelerated deep learning R&D. Apache-2
• NMSLIB (🥈29 · ⭐ 2.8K · 📉) - Non-Metric Space Library (NMSLIB): An efficient similarity search.. Apache-2
• scikit-opt (🥉23 · ⭐ 3.3K · 📉) - Genetic Algorithm, Particle Swarm Optimization, Simulated.. MIT
• pytorch_geometric_temporal (🥉22 · ⭐ 1.6K · 📉) - PyTorch Geometric Temporal: Spatiotemporal Signal.. MIT
• stockstats (🥉22 · ⭐ 1K · 📉) - Supply a wrapper StockDataFrame based on the.. BSD-3