ml-tooling/best-of-python 2022.01.20

Update: 2022.01.20

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.

• Datasets (🥇40 · ⭐ 12K · 📈) - The largest hub of ready-to-use datasets for ML models with.. Apache-2
• xlwings (🥇37 · ⭐ 2.2K · 📈) - xlwings is a BSD-licensed Python library that makes it easy to call.. BSD-3
• pexpect (🥇37 · ⭐ 2.1K · 💤) - A Python module for controlling interactive programs in a pseudo-.. ISC
• alembic (🥈36 · ⭐ 1.2K · 📈) - A database migrations tool for SQLAlchemy. MIT
• Prometheus Client (🥈35 · ⭐ 2.6K · 📈) - Prometheus instrumentation library for Python.. 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.

• pycparser (🥈35 · ⭐ 2.4K · 📉) - Complete C99 parser in pure Python. BSD-3
• zipp (🥉28 · ⭐ 22 · 📉) - Backport of pathlib-compatible object wrapper for zip files. MIT
• importlib-resources (🥈28 · ⭐ 21 · 📉) - Read resources from Python packages. Apache-2
• pyahocorasick (🥉25 · ⭐ 670 · 📉) - Python module (C extension and plain python) implementing.. BSD-3

➕ Added Projects

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

• filesystem_spec (🥇38 · ⭐ 360 · ➕) - A specification that python filesystems should adhere to. BSD-3
• glom (🥈27 · ⭐ 1.4K · ➕) - Pythons nested data operator (and CLI), for all your declarative.. BSD-3
• sqlmodel (🥉24 · ⭐ 6.6K · 🐣) - SQL databases in Python, designed for simplicity,.. MIT pydantic
• img2dataset (🥉19 · ⭐ 430 · 🐣) - Easily turn large sets of image urls to an image dataset. Can.. MIT
• borb (🥉18 · ⭐ 2.5K · ➕) - borb is a library for reading, creating and manipulating PDF.. ❗Unlicensed
• aioprometheus (🥉18 · ⭐ 110 · ➕) - A Prometheus Python client library for asyncio-based.. MIT
• rtoml (🥉16 · ⭐ 110 · ➕) - A better TOML library for python implemented in rust. MIT
• asyncer (🥉13 · ⭐ 530 · ➕) - Asyncer, async and await, focused on developer experience. MIT
• dataklasses (🥉7 · ⭐ 630 · 🐣) - A different spin on dataclasses. ❗Unlicensed