Releases: lukasmasuch/best-of-python
Update: 2025.11.06
📈 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.
- pydantic (🥇47 · ⭐ 26K · 📈) - Data validation using Python type hints.
MIT - google-cloud-storage (🥇43 · ⭐ 5.1K · 📈) - Google Cloud Client Library for Python.
Apache-2 - plumbum (🥉36 · ⭐ 3K · 📈) - Plumbum: Shell Combinators.
MIT - cloudpickle (🥉34 · ⭐ 1.8K · 📈) - Extended pickling support for Python objects.
BSD-3 - datasketch (🥈33 · ⭐ 2.8K · 📈) - MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog,..
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.
- paramiko (🥈41 · ⭐ 9.6K · 📉) - The leading native Python SSHv2 protocol library.
❗️LGPL-2.1 - Pygments (🥇41 · ⭐ 2.1K · 📉) - Pygments is a generic syntax highlighter written in Python.
BSD-2 - greenlet (🥈40 · ⭐ 1.8K · 📉) - Lightweight in-process concurrent programming.
MIT - SQLAlchemy (🥉34 · ⭐ 11K · 📉) - The Database Toolkit for Python.
MIT - ConfigArgParse (🥉29 · ⭐ 750 · 📉) - Drop-in replacement for argparse with added support for..
MIT
Update: 2025.10.30
📈 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.
- Dagster (🥇43 · ⭐ 14K · 📈) - An orchestration platform for the development, production, and..
Apache-2 - python-dotenv (🥇42 · ⭐ 8.5K · 📈) - Reads key-value pairs from a .env file and can set them as..
BSD-3 - more-itertools (🥇41 · ⭐ 4K · 📈) - More routines for operating on iterables, beyond itertools.
MIT - orjson (🥈38 · ⭐ 7.5K · 📈) - Fast, correct Python JSON library supporting dataclasses,..
Apache-2 - diagrams (🥈37 · ⭐ 42K · 📈) - Diagram as Code for prototyping cloud system architectures.
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.
- Faker (🥇43 · ⭐ 19K · 📉) - Faker is a Python package that generates fake data for you.
MIT - attrs (🥇42 · ⭐ 5.6K · 📉) - Python Classes Without Boilerplate.
MIT - wrapt (🥇41 · ⭐ 2.2K · 📉) - A Python module for decorators, wrappers and monkey patching.
BSD-2 - jsonpickle (🥈35 · ⭐ 1.3K · 📉) - Python library for serializing any arbitrary object graph into..
BSD-3 - traitlets (🥈35 · ⭐ 650 · 📉) - A lightweight Traits like module.
BSD-3
Update: 2025.10.23
📈 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.
- azure-storage-blob (🥇44 · ⭐ 5.4K · 📈) - This repository is for active development of the Azure..
MIT - arrow (🥇41 · ⭐ 8.9K · 📈) - Better dates & times for Python.
Apache-2 - argcomplete (🥈35 · ⭐ 1.5K · 📈) - Python and tab completion, better together.
Apache-2 - huey (🥈31 · ⭐ 5.7K · 📈) - a little task queue for python.
MIT - PugSQL (🥉24 · ⭐ 750 · 📈) - A HugSQL-inspired database 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.
- Dagster (🥇42 · ⭐ 14K · 📉) - An orchestration platform for the development, production, and..
Apache-2 - Pygments (🥇42 · ⭐ 2.1K · 📉) - Pygments is a generic syntax highlighter written in Python.
BSD-2 - python-fire (🥈38 · ⭐ 28K · 📉) - Python Fire is a library for automatically generating..
Apache-2 - Kedro (🥈37 · ⭐ 11K · 📉) - Kedro is a toolbox for production-ready data science. It uses..
Apache-2 - orjson (🥈37 · ⭐ 7.5K · 📉) - Fast, correct Python JSON library supporting dataclasses,..
Apache-2
Update: 2025.10.16
📈 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 (🥇47 · ⭐ 27K · 📈) - Asynchronous task queue/job queue based on distributed message passing.
BSD-3 - rich (🥇46 · ⭐ 54K · 📈) - Rich is a Python library for rich text and beautiful formatting in the..
MIT - psycopg2 (🥇40 · ⭐ 3.6K · 📈) - PostgreSQL database adapter for the Python..
❗️BSD-3-Clause-Attribution - Tablib (🥈37 · ⭐ 4.7K · 📈) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.
MIT - cachetools (🥇36 · ⭐ 2.6K · 📈) - Extensible memoizing collections and decorators.
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.
- protobuf (🥇52 · ⭐ 69K · 📉) - Protocol Buffers - Googles data interchange format.
BSD-3 - google-cloud-storage (🥇42 · ⭐ 5.1K · 📉) - Google Cloud Client Library for Python.
Apache-2 - azure-storage-blob (🥇40 · ⭐ 5.4K · 📉) - This repository is for active development of the Azure..
MIT - more-itertools (🥇40 · ⭐ 4K · 📉) - More routines for operating on iterables, beyond itertools.
MIT - everett (🥉23 · ⭐ 150 · 📉) - configuration library for python projects.
MPL-2.0
Update: 2025.10.09
📈 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.
- SQLAlchemy (🥇46 · ⭐ 11K · 📈) - The Database Toolkit for Python.
MIT - cached-property (🥈29 · ⭐ 710 · 💤) - A decorator for caching properties in classes.
BSD-3 - Eel (🥉28 · ⭐ 6.7K · 📈) - A little Python library for making simple Electron-like HTML/JS GUI apps.
MIT - pathlib2 (🥉28 · ⭐ 84 · 💀) - Backport of pathlib aiming to support the full stdlib Python API.
MIT - powerline-shell (🥉27 · ⭐ 6.3K · 💀) - A beautiful and useful prompt for your shell.
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.
- Celery (🥇46 · ⭐ 27K · 📉) - Asynchronous task queue/job queue based on distributed message passing.
BSD-3 - polars (🥇44 · ⭐ 36K · 📉) - Extremely fast Query Engine for DataFrames, written in Rust.
❗Unlicensed - flatbuffers (🥇44 · ⭐ 25K · 📉) - FlatBuffers: Memory Efficient Serialization Library.
Apache-2 - colorama (🥈36 · ⭐ 3.7K · 📉) - Simple cross-platform colored terminal text in Python.
BSD-3 - Tablib (🥈34 · ⭐ 4.7K · 📉) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.
MIT
Update: 2025.10.02
📈 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.
- boto3 (🥇49 · ⭐ 9.5K · 📈) - Boto3, an AWS SDK for Python.
Apache-2 - Celery (🥇47 · ⭐ 27K · 📈) - Asynchronous task queue/job queue based on distributed message passing.
BSD-3 - attrs (🥇42 · ⭐ 5.6K · 📈) - Python Classes Without Boilerplate.
MIT - rq (🥈40 · ⭐ 10K · 📈) - Simple job queues for Python.
BSD-3 - pysimdjson (🥉25 · ⭐ 730 · 📈) - Python bindings for the simdjson project.
❗Unlicensed
📉 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.
- Eel (🥉23 · ⭐ 6.7K · 📉) - A little Python library for making simple Electron-like HTML/JS GUI apps.
MIT - Dynaconf (🥉23 · ⭐ 4K · 📉) - dynaconf mirror (mainly for stats)- ORIGINAL REPO ON -..
MIT - powerline-shell (🥉22 · ⭐ 6.3K · 💀) - A beautiful and useful prompt for your shell.
MIT - cached-property (🥉22 · ⭐ 710 · 💤) - A decorator for caching properties in classes.
BSD-3 - pathlib2 (🥉22 · ⭐ 85 · 💀) - Backport of pathlib aiming to support the full stdlib Python API.
MIT
Update: 2025.09.25
📈 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.
- polars (🥇46 · ⭐ 35K · 📈) - Extremely fast Query Engine for DataFrames, written in Rust.
MIT - flatbuffers (🥇45 · ⭐ 25K · 📈) - FlatBuffers: Memory Efficient Serialization Library.
Apache-2 - anyio (🥇42 · ⭐ 2.2K · 📈) - High level asynchronous concurrency and networking framework that works..
MIT - Typer (🥈41 · ⭐ 18K · 📈) - Typer, build great CLIs. Easy to code. Based on Python type hints.
MIT - umongo (🥉31 · ⭐ 450 · 📈) - sync/async MongoDB ODM, yes.
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.
- rich (🥇45 · ⭐ 54K · 📉) - Rich is a Python library for rich text and beautiful formatting in the..
MIT - Pygments (🥇43 · ⭐ 2K · 📉) - Pygments is a generic syntax highlighter written in Python.
BSD-2 - pyparsing (🥇41 · ⭐ 2.4K · 📉) - Python library for creating PEG parsers.
MIT - kafka-python (🥈39 · ⭐ 5.8K · 📉) - Python client for Apache Kafka.
Apache-2 - netmiko (🥈39 · ⭐ 3.9K · 📉) - Multi-vendor library to simplify Paramiko SSH connections to network..
MIT
Update: 2025.09.18
📈 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.
- boto3 (🥇48 · ⭐ 9.5K · 📈) - Boto3, an AWS SDK for Python.
Apache-2 - pyparsing (🥇42 · ⭐ 2.4K · 📈) - Python library for creating PEG parsers.
MIT - xmltodict (🥇39 · ⭐ 5.7K · 📈) - Python module that makes working with XML feel like you are..
MIT - wcwidth (🥈34 · ⭐ 420 · 📈) - Python library that measures the width of strings in a terminal.
MIT - dirty-equals (🥉24 · ⭐ 910 · 📈) - Doing dirty (but extremely useful) things with equals.
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.
- rich (🥇46 · ⭐ 54K · 📉) - Rich is a Python library for rich text and beautiful formatting in the..
MIT - cryptography (🥇45 · ⭐ 7.2K · 📉) - cryptography is a package designed to expose..
❗Unlicensed - Dagster (🥇43 · ⭐ 14K · 📉) - An orchestration platform for the development, production, and..
Apache-2 - SQLAlchemy (🥈34 · ⭐ 11K · 📉) - The Database Toolkit for Python.
MIT - python-dependency-injector (🥈34 · ⭐ 4.6K · 📉) - Dependency injection framework for Python.
BSD-3
Update: 2025.09.11
📈 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.
- SQLAlchemy (🥇46 · ⭐ 11K · 📈) - The Database Toolkit for Python.
MIT - docker-compose (🥈40 · ⭐ 36K · 📈) - Define and run multi-container applications with Docker.
Apache-2 - pycparser (🥈38 · ⭐ 3.4K · 📈) - Complete C99 parser in pure Python.
BSD-3 - xmltodict (🥇37 · ⭐ 5.7K · 📈) - Python module that makes working with XML feel like you are..
MIT - Intake (🥉29 · ⭐ 1K · 📈) - Intake is a lightweight package for finding, investigating, loading..
BSD-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.
- supervisor (🥇38 · ⭐ 8.9K · 📉) - Supervisor process control system for Unix..
❗️Repoze Public License - xlrd (🥈34 · ⭐ 2.2K · 📉) - Please use openpyxl where you can...
BSD-3 - zenml (🥈33 · ⭐ 4.9K · 📉) - ZenML : MLOps for Reliable AI: from Classical AI to Agents...
Apache-2 - zipp (🥉32 · ⭐ 66 · 📉) - Backport of pathlib-compatible object wrapper for zip files.
❗Unlicensed - pyahocorasick (🥉29 · ⭐ 1K · 📉) - Python module (C extension and plain python) implementing..
BSD-3
Update: 2025.09.04
📈 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.
- flatbuffers (🥇44 · ⭐ 25K · 📈) - FlatBuffers: Memory Efficient Serialization Library.
Apache-2 - marshmallow (🥈41 · ⭐ 7.2K · 📈) - A lightweight library for converting complex objects to and from..
MIT - Typer (🥈40 · ⭐ 18K · 📈) - Typer, build great CLIs. Easy to code. Based on Python type hints.
MIT - watchdog (🥈38 · ⭐ 7.1K · 📈) - Python library and shell utilities to monitor filesystem events.
Apache-2 - questionary (🥉33 · ⭐ 1.9K · 📈) - Python library to build pretty command line user prompts Easy to..
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.
- boto3 (🥇47 · ⭐ 9.5K · 📉) - Boto3, an AWS SDK for Python.
Apache-2 - attrs (🥇41 · ⭐ 5.6K · 📉) - Python Classes Without Boilerplate.
MIT - dill (🥈35 · ⭐ 2.4K · 📉) - serialize all of Python.
BSD-3 - docarray (🥉32 · ⭐ 3.1K · 📉) - Represent, send, store and search multimodal data.
Apache-2 - docker-compose (🥉28 · ⭐ 36K · 📉) - Define and run multi-container applications with Docker.
Apache-2