ml-tooling/best-of-ml-python 2022.09.01

Update: 2022.09.01

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.

• SymPy (🥇45 · ⭐ 9.5K · 📈) - A computer algebra system written in pure Python. BSD-3
• pytorch-lightning (🥈40 · ⭐ 20K · 📈) - Build and train PyTorch models and connect them to.. Apache-2
• MoviePy (🥇37 · ⭐ 9.6K · 📈) - Video editing with Python. MIT
• PaddleDetection (🥈33 · ⭐ 8.4K · 📈) - Object Detection toolkit based on PaddlePaddle. It.. Apache-2
• adapter-transformers (🥈32 · ⭐ 980 · 📈) - Huggingface Transformers + Adapters =. Apache-2 huggingface
• scikit-surprise (🥇31 · ⭐ 5.5K · 📈) - A Python scikit for building and analyzing recommender.. BSD-3
• FATE (🥈27 · ⭐ 4.5K · 📈) - An Industrial Grade Federated Learning Framework. Apache-2
• pyRiemann (🥉25 · ⭐ 410 · 📈) - Python machine learning package based on sklearn API for.. BSD-3
• seglearn (🥉22 · ⭐ 520 · 📈) - Python module for machine learning time series:. BSD-3
• TorchDrift (🥉15 · ⭐ 240 · 📈) - Drift Detection for your PyTorch Models. 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.

• Optuna (🥇40 · ⭐ 6.9K · 📉) - A hyperparameter optimization framework. MIT
• imgaug (🥈34 · ⭐ 13K · 💀) - Image augmentation for machine learning experiments. MIT
• Pyro (🥇34 · ⭐ 7.6K · 📉) - Deep universal probabilistic programming with Python and PyTorch. Apache-2
• imbalanced-learn (🥇34 · ⭐ 6K · 📉) - A Python Package to Tackle the Curse of Imbalanced.. MIT
• GeoViews (🥉26 · ⭐ 430 · 📉) - Simple, concise geographical visualization in Python. BSD-3
• AmpliGraph (🥉22 · ⭐ 1.8K · 💀) - Python library for Representation Learning on Knowledge.. Apache-2
• DeepPavlov (🥉20 · ⭐ 5.8K · 📉) - An open source library for deep learning end-to-end.. Apache-2
• What-If Tool (🥉20 · ⭐ 740 · 💤) - Source code/webpage/demos for the What-If Tool. Apache-2
• pytorch_tabular (🥉16 · ⭐ 710 · 📉) - A standard framework for modelling Deep Learning.. MIT
• textflint (🥉14 · ⭐ 570 · 📉) - Unified Multilingual Robustness Evaluation Toolkit for.. ❗️GPL-3.0