ml-tooling/best-of-ml-python 2023.01.19

Update: 2023.01.19

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.

• StatsModels (🥇45 · ⭐ 8.1K · 📈) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
• Catboost (🥈42 · ⭐ 6.9K · 📈) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
• Altair (🥇40 · ⭐ 8K · 📈) - Declarative statistical visualization library for Python. BSD-3
• MMDetection (🥇39 · ⭐ 23K · 📈) - OpenMMLab Detection Toolbox and Benchmark. Apache-2
• Prophet (🥇36 · ⭐ 15K · 📈) - Tool for producing high quality forecasts for time series data that.. MIT
• tensor2tensor (🥈34 · ⭐ 13K · 📈) - Library of deep learning models and datasets designed.. Apache-2
• imageai (🥈33 · ⭐ 7.4K · 📈) - A python library built to empower developers to build applications.. MIT
• Lime (🥇32 · ⭐ 10K · 💀) - Lime: Explaining the predictions of any machine learning classifier. BSD-2
• AutoViz (🥉26 · ⭐ 1.2K · 📈) - Automatically Visualize any dataset, any size with a single line.. Apache-2
• tsflex (🥉19 · ⭐ 210 · 📈) - Flexible time series feature extraction & processing. 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.

• Rasa (🥇40 · ⭐ 15K · 📉) - Open source machine learning framework to automate text- and.. Apache-2
• Fastai (🥈39 · ⭐ 23K · 📉) - The fastai deep learning library. Apache-2
• Albumentations (🥈35 · ⭐ 11K · 📉) - Fast image augmentation library and an easy-to-use.. MIT
• torchtext (🥈34 · ⭐ 3.2K · 📉) - Data loaders and abstractions for text and NLP. BSD-3
• AutoGluon (🥈30 · ⭐ 5.2K · 📉) - AutoGluon: AutoML for Image, Text, Time Series, and.. Apache-2
• CuPy (🥉25 · ⭐ 6.6K · 📉) - NumPy & SciPy for GPU. MIT
• NiftyNet (🥉22 · ⭐ 1.3K · 💀) - [unmaintained] An open-source convolutional neural.. Apache-2
• Kashgari (🥉20 · ⭐ 2.3K · 💀) - Kashgari is a production-level NLP Transfer learning.. Apache-2
• TextBox (🥉20 · ⭐ 860 · 📉) - TextBox 2.0 is a text generation library with pre-trained language.. MIT
• sklearn-evaluation (🥉20 · ⭐ 360 · 📉) - Machine learning model evaluation made easy: plots,.. MIT

➕ Added Projects

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

• tslumen (🥉6 · ⭐ 43 · 🐣) - A library for Time Series EDA (exploratory data analysis). Apache-2