ml-tooling/best-of-ml-python 2021.06.03

Update: 2021.06.03

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.

• Celery (🥇40 · ⭐ 17K · 📈) - Asynchronous task queue/job queue based on distributed message passing. BSD-3
• SymPy (🥇36 · ⭐ 8.1K · 📈) - A computer algebra system written in pure Python. BSD-3
• Albumentations (🥈30 · ⭐ 8.1K · 📈) - Fast image augmentation library and an easy-to-use.. MIT
• AutoKeras (🥇29 · ⭐ 8K · 📈) - AutoML library for deep learning. Apache-2
• pycm (🥈24 · ⭐ 1.1K · 📈) - Multi-class confusion matrix library in Python. MIT
• TensorFlow Privacy (🥈23 · ⭐ 1.4K · 📈) - Library for training machine learning models with.. Apache-2
• Sentinelsat (🥉23 · ⭐ 610 · 📈) - Search and download Copernicus Sentinel satellite images. ❗️GPL-3.0
• checklist (🥈22 · ⭐ 1.4K · 📈) - Beyond Accuracy: Behavioral Testing of NLP models with.. MIT
• lets-plot (🥉22 · ⭐ 620 · 📈) - An open-source plotting library for statistical data. MIT
• pycls (🥉17 · ⭐ 1.6K · 📈) - Codebase for Image Classification Research, written in PyTorch. 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.

• Airflow (🥈32 · ⭐ 22K · 📉) - Platform to programmatically author, schedule, and monitor.. Apache-2
• Tablib (🥈30 · ⭐ 4K · 📉) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c. MIT
• Cython BLIS (🥈26 · ⭐ 170 · 📉) - Fast matrix-multiplication as a self-contained Python library.. BSD-3
• textacy (🥉25 · ⭐ 1.7K · 📉) - NLP, before and after spaCy. Apache-2
• tesserocr (🥈25 · ⭐ 1.5K · 📉) - A Python wrapper for the tesseract-ocr API. MIT
• DeepSpeech (🥉24 · ⭐ 17K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• tabulator-py (🥉24 · ⭐ 210 · 📉) - Python library for reading and writing tabular data via streams. MIT
• pyvips (🥉22 · ⭐ 320 · 📉) - python binding for libvips using cffi. MIT
• combo (🥉21 · ⭐ 500 · 📉) - (AAAI' 20) A Python Toolbox for Machine Learning Model.. BSD-2 xgboost
• DALI (🥉17 · ⭐ 3.3K · 📉) - A GPU-accelerated library containing highly optimized building.. Apache-2