Track Awesome Python Updates Daily

The definitive list that answers "I want to do X in Python, which tool should I use?"

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[ Daily / Weekly / Overview ]

Oct 21, 2026

Sponsors

• iPulse AI - Open Agentic Investment Research Platform. Inspect deep multi-agent market forecasts and stock picks.

Oct 16, 2026

Projects / AI and Agents

• Local LLM Inference
  • ollama (⭐11k) - Python client for Ollama, which downloads and runs open-weight LLMs locally.
  • llama-cpp-python (⭐11k) - Python bindings for llama.cpp, for running GGUF models locally.
  • mlx-lm (⭐7.3k) - Run and fine-tune large language models on Apple Silicon with MLX.

Projects / Machine Learning

• Hyperparameter Optimization
  • optuna (⭐15k) - A hyperparameter optimization framework with define-by-run search spaces and pruning of unpromising trials.
  • hyperopt (⭐7.6k) - Distributed asynchronous hyperparameter optimization with Tree-structured Parzen Estimators.

Projects / Caching

• Django
  • django-redis (⭐3.1k) - Full-featured Redis cache backend for Django.
  • django-cacheops (⭐2.3k) - A slick ORM cache with automatic granular event-driven invalidation.

Projects / Search

• Vector Search
  • faiss-cpu (⭐41k) - A library for efficient similarity search and clustering of dense vectors.

Projects / Serialization

• Object Pickling
  • cloudpickle (⭐1.9k) - Extends pickle to functions, lambdas, and interactively defined classes, for shipping code to remote workers.
  • dill (⭐2.5k) - Extends pickle to serialize almost any object, including closures and interpreter sessions.

Projects / Environment Management

• mise (⭐35k) - A polyglot tool version manager that installs Python versions and reads .python-version files.

Projects / Supply Chain Security

• Secret Scanning
  • betterleaks (⭐2.2k) - Finds leaked secrets in git history, directories, and files, from the original author of gitleaks.

Oct 14, 2026

Projects / AI and Agents

• LLM Serving
  • vllm (⭐93k) - A high-throughput and memory-efficient inference and serving engine for LLMs.
  • sglang (⭐37k) - A high-performance serving framework for large language models and multimodal models.
  • deepinfer (⭐14k) - DeepSeek's production inference engine for DeepSeek models, with MoE expert parallelism.

Oct 12, 2026

Projects / Documentation

• sphinx (⭐8.1k) - Python Documentation generator.
  • awesome-sphinxdoc (⭐979)

Projects / Distributed Computing

• ray (⭐44k) - A unified framework for scaling AI and Python applications.

Projects / CLI Tools

• Shells
  • xonsh (⭐9.7k) - A Python-powered shell. Full-featured and cross-platform.

Projects / GUI Development

• Web-based
  • pywebview (⭐6.1k) - A lightweight cross-platform native wrapper around a webview component.
  • nicegui (⭐16k) - An easy-to-use, Python-based UI framework, which shows up in your web browser.
  • flet (⭐17k) - Cross-platform GUI framework for building modern apps in pure Python.

Projects / HTML Manipulation

• justhtml (⭐1.2k) - A pure Python HTML5 parser that sanitizes untrusted HTML by default.

Projects / Package Repositories

• bandersnatch (⭐552) - PyPI mirroring tool provided by Python Packaging Authority (PyPA).

Oct 11, 2026

Projects / Job Schedulers

• Workflow Orchestration
  • temporalio (⭐1.2k) - Temporal SDK for durable, fault-tolerant workflows that survive crashes and retries.
  • dagster (⭐16k) - An orchestration platform for the development, production, and observation of data assets.
  • apache-airflow (⭐47k) - Airflow is a platform to programmatically author, schedule and monitor workflows.
  • prefect (⭐24k) - A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.

Oct 02, 2026

Projects / AI and Agents

• Vendor Agent SDKs
  • claude-agent-sdk (⭐8.2k) - Anthropic's Python SDK for building AI agents on Claude Code's harness — custom tools, in-process MCP servers, hooks.
  • openai-agents (⭐30k) - OpenAI's framework for building and managing AI agents.
  • google-adk (⭐22k) - Google's code-first toolkit for building, evaluating, and deploying AI agents.

• Model Context Protocol
  • mcp (⭐25k) - The official Python SDK for building Model Context Protocol servers and clients.
  • fastmcp (⭐28k) - A high-level, Pythonic framework for building MCP servers and clients.

• Personal Assistants
  • hermes-agent (⭐255k) - An adaptive personal AI assistant that grows with you.
  • AstrBot (⭐42k) - A multi-platform AI assistant that connects LLMs to chat apps like Telegram, Slack, and QQ, extensible with Python plugins.

• LLM Gateways
  • litellm (⭐61k) - Call 100+ LLMs using OpenAI format.

• Speech
  • faster-whisper (⭐26k) - A Whisper reimplementation on CTranslate2, up to 4 times faster than openai-whisper with less memory.
  • openai-whisper (⭐110k) - A general-purpose automatic speech recognition model trained on 680k hours of multilingual and multitask supervised data.
  • gTTS (⭐2.6k) - Python library and CLI tool for converting text to speech using Google Translate TTS.
  • funasr (⭐21k) - Industrial-grade speech recognition toolkit with speaker diarization and emotion detection.

Projects / Machine Learning

• Time Series Forecasting
  • prophet (⭐20k) - A tool for producing forecasts for time series with multiple seasonality and trend changes.
  • statsforecast (⭐4.9k) - Fast statistical forecasting models such as ARIMA, ETS, and Theta, compiled with numba.
  • sktime (⭐10k) - A unified scikit-learn-style framework for forecasting and other time-series learning tasks.
  • timesfm (⭐34k) - A pretrained foundation model from Google Research for time-series forecasting, with non-commercial default weights.

Projects / Web APIs

• Flask
  • flask-restx (⭐2.2k) - Fully featured framework for fast, easy and documented API development with Flask.
  • flask-smorest (⭐717) - A Flask/Marshmallow-based REST API framework with automatic OpenAPI documentation.
  • apiflask (⭐1.1k) - A lightweight Python web API framework based on Flask, supporting marshmallow schemas and Pydantic models.

Projects / Web Asset Management

• whitenoise (⭐2.8k) - Simplified static file serving for WSGI apps, with compression and caching headers.

Projects / Admin Panels

• sqladmin (⭐2.8k) - An admin interface for SQLAlchemy models in FastAPI and Starlette.

Projects / Web Scraping

• Content Extraction
  • markdownify (⭐2.3k) - Convert HTML to Markdown, with customizable tag handling.
  • feedparser (⭐2.4k) - Universal feed parser.
  • trafilatura (⭐7k) - A tool for gathering text and metadata from the web, with built-in content filtering.

Projects / Email

• aiosmtplib (⭐434) - An asyncio SMTP client.

• django-anymail (⭐1.9k) - Django email backends and webhooks for transactional email services such as Amazon SES, Brevo, Mailgun, Postmark, and Resend.

Projects / Database

• Vector
  • lancedb (⭐12k) - A developer-friendly embedded retrieval database for multimodal AI.
  • chromadb (⭐29k) - An open-source embedding database for building AI applications with semantic search.
  • zvec (⭐16k) - A lightweight, in-process vector database that embeds directly into applications.

Projects / Data Validation

• great-expectations (⭐12k) - A data quality framework for validating, documenting, and profiling data with declarative expectations.

Projects / Data Visualization

• Specialized
  • graphviz (⭐1.8k) - Simple Python interface for creating and rendering Graphviz graphs.
  • cartopy (⭐1.6k) - A cartographic Python library with matplotlib support.
  • graphify (⭐125k) - Turns code, SQL schemas, docs, papers, images, or videos into a queryable knowledge graph.

Projects / Science

• Biology and Chemistry
  • rdkit (⭐3.6k) - Cheminformatics and Machine Learning Software.
  • biopython (⭐5.2k) - Biopython is a set of freely available tools for biological computation.

Projects / Algorithms and Design Patterns

• Design Patterns
  • python-patterns (⭐43k) - A collection of design patterns and idioms in Python.
  • python-statemachine (⭐1.3k) - Expressive statecharts and finite state machines with a declarative API, in sync and async codebases.

Projects / Interactive Interpreter

• notebook (⭐13k) - A web-based notebook environment for interactive computing.
  • awesome-jupyter (⭐4.7k)

Projects / Testing

• Mock
  • unittest.mock - (Python standard library) A mocking and patching library.
  • responses (⭐4.3k) - A utility library for mocking out the requests Python library.
  • vcrpy (⭐3k) - Record and replay HTTP interactions on your tests.
  • respx (⭐839) - Mock HTTPX with awesome request patterns and response side effects.
  • time-machine (⭐1k) - Travel through time in your tests by mocking the current time at the C level.

• Object Factories
  • factory-boy (⭐3.8k) - A test fixtures replacement for Python.
  • polyfactory (⭐1.5k) - A mock data generation library based on type hints (continuation of pydantic-factories).

Projects / Debugging Tools

• Tracing
  • viztracer (⭐7.8k) - A low-overhead tool that traces and visualizes Python code execution.

Projects / Build Tools

• poethepoet (⭐2.1k) - A task runner that defines tasks in pyproject.toml and works with poetry or uv.

Projects / Network Virtualization

• netmiko (⭐4.3k) - Multi-vendor library to simplify CLI connections to network devices.

Projects / CLI Development

• Terminal Rendering
  • rich (⭐57k) - Python library for rich text and beautiful formatting in the terminal. Also provides a great RichHandler log handler.
  • tqdm (⭐31k) - Fast, extensible progress bar for loops and CLI.
  • colorama (⭐3.8k) - Cross-platform colored terminal text.
  • alive-progress (⭐6.3k) - A new kind of Progress Bar, with real-time throughput, eta and very cool animations.

Projects / GUI Development

• Desktop
  • PyGObject (⭐159) - Python Bindings for GLib/GObject/GIO/GTK.
  • dearpygui (⭐16k) - A simple GPU-accelerated Python GUI framework.
  • Kivy (⭐19k) - An open-source cross-platform GUI framework for desktop, mobile, and embedded devices.
  • wxPython (⭐2.6k) - A cross-platform GUI toolkit that wraps the wxWidgets C++ library.
  • toga (⭐5.4k) - A Python native, OS native GUI toolkit.

Projects / Audio & Video Processing

• Audio
  • soundfile (⭐865) - An audio library for reading and writing sound files, based on libsndfile, CFFI, and NumPy.
  • librosa (⭐8.7k) - Python library for audio and music analysis.
  • pydub (⭐9.8k) - Manipulate audio with a simple and easy high level interface.

• Video
  • av (⭐3.3k) - Pythonic bindings for FFmpeg's libraries.
  • moviepy (⭐15k) - A module for script-based movie editing with many formats, including animated GIFs.

Projects / Game Development

• Game Frameworks
  • pyglet (⭐2.2k) - A cross-platform windowing and multimedia library for Python.
  • pygame-ce (⭐1.7k) - An actively developed drop-in replacement with new features and performance improvements (pygame (⭐9k) fork).
  • pygame (⭐9k) - Pygame is a set of Python modules designed for writing games.
  • arcade (⭐2.1k) - An easy-to-use library for creating 2D arcade games.

Projects / Package Repositories

• pypiserver (⭐2.1k) - A minimal PyPI server for uploading and installing packages with pip.

Projects / Configuration Files

• hydra-core (⭐11k) - Hydra is a framework for elegantly configuring complex applications.

Projects / Penetration Testing

• impacket (⭐16k) - A collection of Python classes for working with network protocols, widely used for Windows and Active Directory testing.

• pwntools (⭐14k) - A CTF framework and exploit development library.

Projects / Web Security

• nh3 (⭐400) - Python binding to the ammonia HTML sanitizer, a fast replacement for bleach.

Projects / Hardware

• pyserial (⭐3.6k) - Python serial port access library for Windows, macOS, Linux, and BSD.

Sep 28, 2026

Projects / Logging

• logfire (⭐4.5k) - The observability platform for Python, from the makers of Pydantic.

Sep 15, 2026

Projects / Code Analysis

• General
  • import-linter (⭐1.2k) - A linter that enforces architectural constraints on imports between Python modules.
  • vulture (⭐4.9k) - A tool for finding and analyzing dead Python code.
  • complexipy (⭐881) - Cognitive complexity analysis for Python code, written in Rust.
  • prospector (⭐2.1k) - A tool to analyze Python code.

Sep 13, 2026

Projects / AI and Agents

• Fine-tuning
  • peft (⭐22k) - A library for parameter-efficient fine-tuning of large pretrained models.
  • trl (⭐20k) - A library for post-training transformer language models with SFT, DPO, GRPO, and other trainers.
  • unsloth (⭐77k) - Faster, lower-memory LLM fine-tuning, as a Python library or a desktop app.
  • axolotl (⭐13k) - A framework for fine-tuning and post-training large language models.

Aug 23, 2026

Projects / Caching

• HTTP Responses
  • hishel (⭐413) - RFC 9111 compliant HTTP caching for clients like httpx and requests and servers like FastAPI, with sync and async support.

Projects / Science

• Physics and Engineering
  • pint (⭐2.8k) - Operate and manipulate physical quantities with units and dimensional analysis.
  • astropy (⭐5.3k) - A community Python library for Astronomy.
  • obspy (⭐1.3k) - A Python toolbox for seismology.

Projects / Documentation

• zensical (⭐5.9k) - A modern static site generator for technical documentation.

Aug 16, 2026

Projects / AI and Agents

• Orchestration
  • langchain (⭐148k) - A framework for building agents and LLM-powered applications.
  • langgraph (⭐43k) - Low-level orchestration framework for building stateful, long-running LLM agents.
  • pydantic-ai (⭐20k) - A Python agent framework for building generative AI applications with structured schemas.
  • crewai (⭐59k) - A framework for orchestrating role-playing autonomous AI agents for collaborative task solving.

• Prompt Optimization
  • dspy (⭐39k) - A framework for programming, not prompting, language models.

• Data Layer
  • instructor (⭐14k) - A library for extracting structured data from LLMs, powered by Pydantic.
  • llama-index (⭐52k) - A toolkit for building RAG pipelines and agents over your data.
  • mem0 (⭐67k) - An intelligent memory layer for AI agents enabling personalized interactions.
  • openviking (⭐40k) - A context database for AI agents that unifies memory, resources, and skills.
  • semantica (⭐14k) - A graph-native context and knowledge layer for AI agents with reasoning, provenance, and governance.

• Pre-trained Models
  • transformers (⭐168k) - The model-definition framework for pretrained models in text, computer vision, audio, video, and multimodal tasks, for inference and training.
  • sentence-transformers (⭐19k) - Compute embeddings, run retrieval, and rerank results with pretrained and fine-tuned models.

Projects / Deep Learning

• Reinforcement Learning
  • gymnasium (⭐13k) - A standard API for reinforcement learning environments with popular reference environments (gym (⭐37k) successor).
  • stable-baselines3 (⭐14k) - PyTorch implementations of Stable Baselines (deep) reinforcement learning algorithms.

Projects / Natural Language Processing

• General
  • nltk (⭐15k) - A leading platform for building Python programs to work with human language data.
  • spacy (⭐34k) - A library for industrial-strength natural language processing in Python and Cython.
  • gensim (⭐16k) - Topic Modeling for Humans.
  • stanza (⭐7.9k) - The Stanford NLP Group's official Python library, supporting 60+ languages.

• Chinese
  • jieba (⭐35k) - The most popular Chinese text segmentation library.
  • pypinyin (⭐5.4k) - Convert Chinese hanzi (漢字) to pinyin (拼音).
  • OpenCC (⭐10k) - Traditional/Simplified Chinese conversion with regional variants and phrase-level rules.
  • pangu.py (⭐280) - Paranoid text spacing.

Projects / Computer Vision

• General
  • opencv-python (⭐5.4k) - Open Source Computer Vision Library.
  • ultralytics (⭐63k) - Ultralytics YOLO for object detection, segmentation, pose estimation, classification, and tracking.
  • kornia (⭐11k) - Open Source Differentiable Computer Vision Library for PyTorch.
  • fiftyone (⭐11k) - The open-source tool for building high-quality datasets and computer vision models.

Projects / Web Frameworks

• Synchronous
  • flask (⭐75k) - A microframework for Python.
    • awesome-flask (⭐13k)
  • django (⭐92k) - A high-level web framework that encourages rapid development and clean, pragmatic design.
    • awesome-django (⭐11k)
  • bottle (⭐8.8k) - A fast and simple micro-framework distributed as a single file with no dependencies.
  • pyramid (⭐4.1k) - A small, fast, down-to-earth, open source Python web framework.
  • fasthtml (⭐7.1k) - The fastest way to create an HTML app.

• Asynchronous
  • starlette (⭐13k) - A lightweight ASGI framework and toolkit for building high-performance async services.
  • tornado (⭐22k) - A web framework and asynchronous networking library.
  • litestar (⭐8.5k) - Production-ready, capable and extensible ASGI Web framework.
  • reflex (⭐29k) - A framework for building reactive, full-stack web applications entirely with Python.

Projects / Web APIs

• Django
  • django-rest-framework (⭐30k) - A powerful and flexible toolkit to build web APIs.
  • django-ninja (⭐9.2k) - Fast, Django REST framework based on type hints and Pydantic.
  • strawberry-django (⭐504) - Strawberry GraphQL integration with Django.
  • django-modern-rest (⭐1.5k) - Modern REST with speed, types, async, msgspec, pydantic and other goodies.

• Framework Agnostic
  • fastapi (⭐103k) - A modern, fast, web framework for building APIs with standard Python type hints.
  • strawberry (⭐4.7k) - A GraphQL library that leverages Python type annotations for schema definition.
  • connexion (⭐4.6k) - A spec-first framework that handles requests based on your OpenAPI specification.

Projects / Web Servers

• ASGI
  • uvicorn (⭐11k) - A lightning-fast ASGI server implementation.
  • granian (⭐5.7k) - A Rust HTTP server for Python apps built on Hyper and Tokio, supporting WSGI/ASGI/RSGI.
  • hypercorn (⭐1.6k) - An ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn.

Projects / Authentication

• OAuth
  • oauthlib (⭐3k) - A generic and thorough implementation of the OAuth request-signing logic.
  • authlib (⭐5.4k) - A comprehensive library for building OAuth, OpenID Connect, and JWT/JWS/JWE/JWK/JWA.
  • django-allauth (⭐10k) - Authentication app for Django that "just works."
  • django-oauth-toolkit (⭐3.3k) - An OAuth 2.0 authorization server for Django.

Projects / ERP

• odoo (⭐55k) - A suite of open source business apps: CRM, e-commerce, accounting, inventory, and thousands of community modules.

Projects / HTTP Clients

• URL Manipulation
  • yarl (⭐1.5k) - Yet another URL library.

Projects / ORM

• Relational Databases
  • sqlalchemy (⭐12k) - The Python SQL Toolkit and Object Relational Mapper.
    • awesome-sqlalchemy (⭐3.1k)
  • django.db.models (⭐92k) - (part of Django) The Django ORM.
  • peewee (⭐12k) - A small, expressive ORM.
  • sqlmodel (⭐18k) - SQLModel is based on Python type annotations, and powered by Pydantic and SQLAlchemy.

• NoSQL Databases
  • pynamodb (⭐2.6k) - A Pythonic interface for Amazon DynamoDB.
  • mongoengine (⭐4.4k) - A Python Object-Document-Mapper for working with MongoDB.
  • beanie (⭐2.7k) - An asynchronous Python object-document mapper (ODM) for MongoDB.
  • django-mongodb-backend (⭐228) - Official MongoDB database backend for Django.

Projects / Database Drivers

• ClickHouse
  • clickhouse-connect (⭐525) - The official ClickHouse client, with SQLAlchemy and Superset connectors.
  • clickhouse-driver (⭐1.3k) - Python driver with native interface for ClickHouse.

• Other Relational Databases
  • pyodbc (⭐3.1k) - An ODBC bridge for connecting to SQL Server and any other ODBC-accessible database.
  • oracledb (⭐454) - The official Python driver for Oracle Database, successor to cx_Oracle.
  • mssql-python (⭐475) - Official Microsoft driver for SQL Server and Azure SQL, built on ODBC for high performance.

• NoSQL Databases
  • redis (⭐14k) - The Python client for Redis.
  • pymongo (⭐4.4k) - The official Python client for MongoDB.
  • cassandra-driver (⭐1.4k) - The Python Driver for Apache Cassandra.

Projects / Search

• Full-Text Search
  • opensearch-py (⭐471) - The official low-level Python client for OpenSearch.
  • elasticsearch (⭐4.4k) - The official low-level Python client for Elasticsearch.
  • meilisearch (⭐605) - The official Python client for the Meilisearch search engine.
  • django-haystack (⭐3.7k) - Modular search for Django.

Projects / Data Analysis

• ibis-framework (⭐6.7k) - A portable Python dataframe library with a single API for 20+ backends.

Projects / Data Ingestion / ETL

• General
  • awswrangler (⭐4.1k) - Pandas integration with AWS services like Athena, Glue, Redshift, S3, and DynamoDB.
  • dlt (⭐6k) - A Python library for building data pipelines with automatic schema inference, incremental loading, and support for multiple sources and destinations.

• Financial Data
  • yfinance (⭐25k) - Easy Pythonic way to download market and financial data from Yahoo Finance.
  • akshare (⭐23k) - A financial data interface library, with data provided for academic research only.
  • edgartools (⭐2.8k) - Downloads SEC EDGAR filings and XBRL financial statements as structured data.
  • openbb (⭐74k) - A financial data platform for analysts, quants and AI agents.

Projects / Data Visualization

• Plotting
  • matplotlib (⭐23k) - A comprehensive library for creating static, animated, and interactive visualizations.
  • plotly (⭐19k) - Interactive graphing library for Python.
  • seaborn (⭐14k) - Statistical data visualization using Matplotlib.
  • altair (⭐10k) - Declarative statistical visualization library for Python.
  • bokeh (⭐20k) - Interactive Web Plotting for Python.

• Dashboards and Apps
  • streamlit (⭐46k) - A framework which lets you build dashboards, generate reports, or create chat apps in minutes.
  • dash (⭐24k) - A framework for building data apps and dashboards in pure Python, built on Plotly.
  • gradio (⭐44k) - Build and share machine learning apps, all in Python.

Projects / Science

• Core
  • numpy (⭐33k) - A fundamental package for scientific computing with Python.
  • scipy (⭐15k) - Fundamental algorithms for scientific computing in Python.
  • numba (⭐11k) - A NumPy-aware JIT compiler for Python, using LLVM.

• Symbolic Mathematics
  • sympy (⭐15k) - A Python library for symbolic mathematics.

• Statistics
  • statsmodels (⭐12k) - Statistical modeling and econometrics in Python.

• Simulation and Modeling
  • pymc (⭐9.8k) - Probabilistic programming and Bayesian modeling in Python.
  • simpy - A process-based discrete-event simulation framework.
  • mesa (⭐3.9k) - An agent-based modeling framework for building, analyzing, and visualizing complex system simulations.

• Graphs and Networks
  • networkx (⭐17k) - A high-productivity software for complex networks.

• Computational Geometry
  • shapely (⭐4.5k) - Manipulation and analysis of geometric objects in the Cartesian plane.

• Other
  • colour-science (⭐2.7k) - Implementing a comprehensive number of colour theory transformations and algorithms.
  • manim (⭐41k) - An animation engine for explanatory math videos.

Projects / Quantum Computing

• cirq (⭐5.1k) - A Google-developed framework focused on hardware-aware quantum circuit design for NISQ devices.

Projects / Algorithms and Design Patterns

• Algorithms
  • sortedcontainers (⭐4k) - Fast and pure-Python implementation of sorted collections.
  • algorithms (⭐26k) - Minimal examples of data structures and algorithms.
  • thealgorithms (⭐225k) - All Algorithms implemented in Python.

Projects / Interactive Interpreter

• ipython (⭐17k) - A powerful interactive Python shell, and the kernel behind Jupyter notebooks.

Projects / Code Analysis

• Git Hooks
  • pre-commit (⭐16k) - A framework for managing and maintaining multi-language pre-commit hooks.

• Linters and Formatters
  • ruff (⭐50k) - An extremely fast Python linter and code formatter.
  • black (⭐42k) - The uncompromising Python code formatter.
  • isort (⭐7k) - A Python utility / library to sort imports.
  • pylint (⭐5.7k) - A fully customizable source code analyzer.
  • flake8 (⭐3.8k) - A wrapper around pycodestyle, pyflakes and McCabe.
    • awesome-flake8-extensions (⭐1.3k)
  • bandit (⭐8.3k) - A tool designed to find common security issues in Python code.

Projects / Testing

• Frameworks
  • pytest (⭐15k) - A mature full-featured Python testing tool.
    • awesome-pytest (⭐576)
  • hypothesis (⭐9.1k) - Hypothesis is an advanced Quickcheck style property based testing library.
  • robotframework (⭐12k) - A generic test automation framework.

• Test Runners
  • tox (⭐3.9k) - Auto builds and tests distributions in multiple Python versions.
  • nox (⭐1.6k) - Flexible test automation for Python.

• Browser Automation
  • playwright-python (⭐15k) - Python version of the Playwright testing and automation library.
  • selenium (⭐35k) - Python bindings for Selenium WebDriver.
  • seleniumbase (⭐13k) - Python framework for web automation & testing, with stealth options.

• API Testing
  • schemathesis (⭐3.7k) - Automatic property-based testing of web APIs from OpenAPI or GraphQL schemas.

Projects / Documentation

• mkdocs-material (⭐28k) - A documentation framework and Material Design theme built on MkDocs.

Projects / DevOps Tools

• Cloud Providers
  • boto3 (⭐9.9k) - Python interface to Amazon Web Services.
  • awscli (⭐17k) - Universal Command Line Interface for Amazon Web Services; the PyPI package is v1, in maintenance mode, while v2 ships as AWS's bundled installer.
  • azure-sdk-for-python (⭐5.6k) - Microsoft Azure SDK for Python, published as per-service packages.
  • google-cloud-python (⭐5.4k) - Google Cloud client libraries for Python, published as per-service packages.

• Deployment
  • fabric (⭐16k) - A simple, Pythonic tool for remote execution and deployment.
  • chalice (⭐11k) - A Python serverless microframework for AWS.

• Other
  • borgbackup (⭐14k) - A deduplicating archiver with compression and encryption.

Projects / Distributed Computing

• pyspark (⭐44k) - Apache Spark Python API.

• joblib (⭐4.4k) - Parallel computing and disk-based caching for Python functions.

• mpi4py (⭐927) - Python bindings for MPI.

Projects / Messaging

• confluent-kafka (⭐516) - Confluent's Python client for Apache Kafka, built on librdkafka.

• pika (⭐3.9k) - Pure-Python RabbitMQ/AMQP 0-9-1 client library.

• paho-mqtt (⭐2.4k) - The Eclipse Paho MQTT client for Python.

Projects / CLI Development

• TUI Frameworks
  • textual (⭐37k) - A framework for building interactive user interfaces that run in the terminal and the browser.
  • urwid (⭐3k) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
  • asciimatics (⭐4.3k) - A package to create full-screen text UIs (from interactive forms to ASCII animations).

Projects / CLI Tools

• Database CLIs
  • pgcli (⭐13k) - PostgreSQL CLI with autocompletion and syntax highlighting.
  • mycli (⭐12k) - MySQL CLI with autocompletion and syntax highlighting.
  • litecli (⭐3.3k) - SQLite CLI with autocompletion and syntax highlighting.
  • iredis (⭐2.8k) - Redis CLI with autocompletion and syntax highlighting.

• Downloaders
  • yt-dlp (⭐198k) - A command-line video downloader for YouTube and other sites, a fork of youtube-dl.

• Terminal Workflow
  • tmuxp (⭐4.6k) - A tmux (⭐50k) session manager.

Projects / GUI Development

• Qt
  • PySide6 (⭐134) - Qt for Python offers the official Python bindings for Qt, largely API-compatible with PyQt6 but with different licensing.
  • PyQt6 - Python bindings for the Qt cross-platform application and UI framework.

• Tkinter
  • tkinter - (Python standard library) The standard Python interface to the Tcl/Tk GUI toolkit.
  • customtkinter (⭐14k) - A modern and customizable Python UI-library based on Tkinter.

Projects / Text Processing

• Encoding and Unicode
  • charset-normalizer (⭐800) - Universal character encoding detector, and a dependency of requests.
  • chardet (⭐2.7k) - Python character encoding detector.
  • ftfy (⭐4.1k) - Makes Unicode text less broken and more consistent automagically.

• Fuzzy Matching
  • rapidfuzz (⭐4.2k) - Rapid fuzzy string matching using various string metrics, with a C++ core.

• General
  • difflib - (Python standard library) Helpers for computing deltas.
  • pyfiglet (⭐1.6k) - An implementation of figlet written in Python.

• Parser
  • pygments (⭐2.2k) - A generic syntax highlighter.
  • pyparsing (⭐2.5k) - A Python library for creating PEG parsers.
  • sqlparse (⭐4k) - A non-validating SQL parser.
  • phonenumbers (⭐3.8k) - Parsing, formatting, storing and validating international phone numbers.
  • parsy (⭐452) - Easy, generic parser combinator library for creating parsers.

• Transliteration and Slugs
  • python-slugify (⭐1.6k) - A Python slugify library that translates unicode to ASCII.
  • unidecode (⭐611) - ASCII transliterations of Unicode text.

• Unique identifiers
  • shortuuid (⭐2.2k) - A generator library for concise, unambiguous and URL-safe UUIDs.

Projects / HTML Manipulation

• beautifulsoup4 - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.

Projects / File Format Processing

• General
  • pyelftools (⭐2.3k) - Parsing and analyzing ELF files and DWARF debugging information.
  • tablib (⭐4.8k) - A module for Tabular Datasets in XLS, CSV, JSON, YAML.

• File Conversion
  • markitdown (⭐189k) - Python tool for converting files and office documents to Markdown.
  • pypandoc (⭐1.1k) - A thin wrapper for pandoc, the universal document converter.
  • docling (⭐68k) - Library for converting documents into structured data.

• Excel
  • openpyxl - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
  • xlsxwriter (⭐4k) - A Python module for creating Excel .xlsx files.

• Word
  • python-docx (⭐5.7k) - Creates, reads, and updates Microsoft Word (.docx) files.

• PowerPoint
  • python-pptx (⭐3.5k) - Python library for creating and updating PowerPoint (.pptx) files.

• PDF
  • pypdf (⭐10k) - A library capable of splitting, merging, cropping, and transforming PDF pages.
  • pymupdf (⭐11k) - A fast MuPDF-based library for extracting, rendering, and editing PDFs and other documents.
  • reportlab - An open-source library for generating PDFs and graphics.
  • pdfminer.six (⭐7k) - A community-maintained fork of PDFMiner for extracting information from PDF documents.

• HTML-to-PDF
  • weasyprint (⭐9.7k) - A visual rendering engine for HTML and CSS that can export to PDF.

• Data Formats
  • tomllib - (Python standard library) Parse TOML files.
  • pyyaml (⭐3k) - A full-featured YAML framework for Python.

Projects / Image Processing

• Barcodes and QR Codes
  • qrcode (⭐4.9k) - A pure Python QR Code generator.
  • python-barcode (⭐658) - Create barcodes in Python with no extra dependencies.

Projects / Audio & Video Processing

• Metadata
  • mutagen (⭐2k) - A Python module to handle audio metadata.
  • tinytag (⭐842) - A library for reading audio file metadata of MP3, MP4, WAV, OGG, FLAC, WMA, and AIFF files.
  • beets (⭐16k) - A music library manager and MusicBrainz tagger.

Projects / Implementations

• Cython (⭐11k) - Optimizing Static Compiler for Python.

Projects / Built-in Classes Enhancement

• python-box (⭐2.8k) - Python dictionaries with advanced dot notation access.

Projects / Date and Time

• python-dateutil (⭐2.6k) - Extensions to the standard Python datetime module.

• whenever (⭐2.4k) - A modern datetime library, type-safe and DST-safe, in Rust or pure Python.

Projects / Package Management

• Build Backends
  • setuptools (⭐2.9k) - The historical and still most widely used pyproject build backend.
  • hatchling (⭐7.2k) - Modern, extensible build backend from the hatch project.
  • poetry-core (⭐481) - Poetry's PEP 517 build backend, usable without Poetry itself.
  • flit-core (⭐2.3k) - Minimal, dependency-free build backend for pure-Python packages.
  • uv-build (⭐90k) - uv's fast, minimal build backend for pure-Python projects.

Projects / Configuration Files

• pydantic-settings (⭐1.5k) - Settings management using Pydantic models with validation, loading from environment variables and secrets files.

Projects / Penetration Testing

• sherlock-project (⭐94k) - Hunt down social media accounts by username across social networks.

Projects / Supply Chain Security

• Dependency Audits
  • pip-audit (⭐1.4k) - Audits Python environments and dependency trees for known vulnerabilities, using the Python Packaging Advisory Database or OSV.
  • uv-audit (⭐90k) - (part of uv) uv's dependency vulnerability scanning backed by OSV.

Jun 09, 2026

Projects / Hardware

• jumpstarter (⭐226) - A hardware-in-the-loop testing framework with a Python client library for automated testing on real and virtual hardware.

Jun 04, 2026

Projects / Built-in Classes Enhancement

• uuid-utils (⭐374) - A fast, Rust-backed drop-in replacement for Python's built-in uuid module.

Projects / Functional Programming

• more-itertools (⭐4.1k) - More routines for operating on iterables, beyond itertools.

Projects / Miscellaneous

• blinker (⭐2.1k) - A fast Python in-process signal/event dispatching system.

May 12, 2026

Projects / Data Analysis

• pandas (⭐50k) - A library providing high-performance, easy-to-use data structures and data analysis tools.

• polars (⭐40k) - A fast DataFrame library implemented in Rust with a Python API.

May 07, 2026

Projects / Task Queues

• taskiq (⭐2.4k) - Distributed task queue with native asyncio support and pluggable brokers.

Resources / Newsletters

• Awesome Python Newsletter

Apr 25, 2026

Projects / Messaging

• faststream (⭐5.4k) - A framework for building async services over Kafka, RabbitMQ, NATS, MQTT, and Redis.

Projects / Web Security

• secure (⭐1.1k) - HTTP security headers for Python web applications with ASGI and WSGI middleware.

Apr 19, 2026

Resources / Websites

• Python Developer Tooling Handbook - Comprehensive guide to modern Python developer tools covering package management, linting, type checking, testing, and more.

Mar 27, 2026

Projects / Implementations

• pyodide (⭐15k) - Python distribution for the browser and Node.js based on WebAssembly.

Mar 23, 2026

Projects / AI and Agents

• Agent Skills
  • django-ai-plugins (⭐150) - Django backend agent skills for Django, DRF, Celery, and Django-specific code review.
  • scientific-agent-skills (⭐48k) - Agent skills for scientific research and analysis with Python libraries like scikit-learn, polars, and biopython.
  • sentry-skills (⭐1.1k) - Agent skills the Sentry team uses for code review, pull requests, and Django reviews.
  • trailofbits-skills (⭐7.5k) - Security skills for vulnerability detection, auditing, and testing.
  • wshobson-agents (⭐41k) - Plugins, agents, and skills for AI coding tools, including Python skills for testing, async, packaging, and uv.

Mar 22, 2026

Projects / Geolocation

• geodjango (⭐92k) - (part of Django) A world-class geographic web framework.

Projects / Microsoft Windows

• pyenv-win (⭐7.4k) - A Python version manager for Windows (rbenv-win (⭐105) fork).

Mar 21, 2026

Projects / Web APIs

• RPC
  • grpcio (⭐45k) - HTTP/2-based RPC framework with Python bindings, built by Google.

Projects / WebSocket

• websockets (⭐5.7k) - A library for building WebSocket servers and clients with a focus on correctness and simplicity.

• flask-socketio (⭐5.5k) - Socket.IO integration for Flask applications.

Projects / Admin Panels

• flask-admin (⭐6.1k) - Simple and extensible administrative interface framework for Flask.

Projects / Caching

• General
  • cachetools (⭐2.8k) - Extensible memoizing collections and decorators.
  • diskcache (⭐2.9k) - SQLite and file backed cache backend, compatible with Django.
  • dogpile.cache (⭐299) - A caching API for Redis, Memcached, and others, with coordinated value regeneration.

Projects / Data Validation

• pandera (⭐4.5k) - A data validation library for dataframes, with support for pandas, polars, PySpark, and more.

Projects / Interactive Interpreter

• ptpython (⭐5.5k) - Advanced Python REPL built on top of the python-prompt-toolkit (⭐11k).

Projects / Code Analysis

• Refactoring
  • rope (⭐2.2k) - Rope is a Python refactoring library.
  • ast-grep-cli (⭐16k) - A CLI tool for structural code search, linting, and rewriting based on syntax trees.

Projects / Debugging Tools

• Others
  • django-debug-toolbar (⭐8.4k) - Display various debug information for Django.
  • django-silk (⭐5k) - Live profiling and inspection of HTTP requests and database queries for Django.
  • icecream (⭐10k) - Inspect variables, expressions, and program execution with a single, simple function call.
  • flask-debugtoolbar (⭐978) - A port of the django-debug-toolbar to flask.

Projects / Date and Time

• dateparser (⭐2.9k) - A Python parser for human-readable dates in over 200 language locales.

• pendulum (⭐6.7k) - Python datetimes made easy.

Projects / Configuration Files

• python-dotenv (⭐8.9k) - Reads key-value pairs from a .env file and sets them as environment variables.

Projects / Penetration Testing

• mitmproxy (⭐46k) - An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.

Mar 20, 2026

Projects / CMS

• django-cms (⭐11k) - The easy-to-use and developer-friendly enterprise CMS powered by Django.

Projects / Email

• yagmail (⭐2.7k) - Yet another Gmail/SMTP client.

Projects / Serialization

• Data Formats
  • msgpack (⭐2.1k) - MessagePack serializer implementation for Python.
  • orjson (⭐8.2k) - Fast, correct JSON library.
  • marshmallow (⭐7.2k) - A lightweight library for converting complex objects to and from simple Python datatypes.
  • msgspec (⭐4.2k) - A fast serialization and validation library supporting JSON, MessagePack, YAML, and TOML.

Projects / Build Tools

• invoke (⭐4.8k) - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.

Projects / CLI Tools

• Project Scaffolding
  • cookiecutter (⭐25k) - A command-line utility that creates projects from cookiecutters (project templates).
  • copier (⭐3.6k) - A library and command-line utility for rendering project templates.

Mar 19, 2026

Projects / Machine Learning

• General
  • scikit-learn (⭐67k) - The most popular Python library for Machine Learning with extensive documentation and community support.
  • imbalanced-learn (⭐7.1k) - Resampling techniques for imbalanced datasets, compatible with scikit-learn.
  • pgmpy (⭐3.4k) - A Python library for causal and probabilistic reasoning with graphical models.
  • feature-engine (⭐2.3k) - sklearn compatible API with the widest toolset for feature engineering and selection.

Projects / Recommender Systems

• scikit-surprise (⭐6.8k) - A scikit for building and analyzing recommender systems.

Projects / Template Engines

• jinja (⭐12k) - A modern and designer friendly templating language.

• mako (⭐460) - Hyperfast and lightweight templating for the Python platform.

Projects / Database Drivers

• MySQL - awesome-mysql (⭐2.6k)
  • pymysql (⭐7.8k) - A pure-Python MySQL and MariaDB client library, based on PEP 249.
  • mysqlclient (⭐2.5k) - MySQL and MariaDB connector (MySQLdb1 (⭐664) fork).

Projects / Database

• Analytical
  • duckdb (⭐42k) - An in-process SQL OLAP database management system; optimized for analytics and fast queries, similar to SQLite but for analytical workloads.
  • chdb (⭐2.9k) - In-process OLAP SQL engine with the full ClickHouse dialect, zero-copy pandas/Arrow interop, and federation to remote ClickHouse clusters via remoteSecure().

Projects / Quantum Computing

• qiskit (⭐7.9k) - An IBM-backed quantum SDK for building, simulating, and running circuits on real quantum hardware.

• qutip (⭐2.1k) - Quantum Toolbox in Python.

• pennylane (⭐3.5k) - A cross-platform library for quantum computing, quantum ML, and quantum chemistry.

Projects / Testing

• Code Coverage
  • coverage (⭐3.4k) - Code coverage measurement.

Projects / Build Tools

• doit (⭐2.1k) - A task runner and build tool.

Projects / Task Queues

• celery (⭐29k) - An asynchronous task queue/job queue based on distributed message passing.

Projects / Job Schedulers

• Task Scheduling
  • apscheduler (⭐7.6k) - A light but powerful in-process task scheduler that lets you schedule functions.
  • schedule (⭐12k) - Python job scheduling for humans.

Projects / Logging

• structlog (⭐5k) - Structured logging made easy.

Projects / Text Processing

• Internationalization
  • babel (⭐1.5k) - An internationalization library for Python.

Projects / HTML Manipulation

• lxml (⭐3.1k) - A very fast, easy-to-use and versatile library for handling HTML and XML.

Projects / File Format Processing

• Markdown
  • markdown-it-py (⭐1.4k) - Markdown parser with 100% CommonMark support, extensions, and syntax plugins.
  • markdown (⭐4.3k) - A Python implementation of John Gruber’s Markdown.
  • mistune (⭐3.1k) - A fast yet powerful Python Markdown parser with renderers and plugins.

Projects / Game Development

• 3D Engines
  • panda3d (⭐5.2k) - 3D game engine developed jointly by Disney and contributors from around the world.

• Visual Novels
  • renpy (⭐6.9k) - A Visual Novel engine.

Projects / Implementations

• pypy (⭐1.8k) - A very fast and compliant implementation of the Python language.

Projects / Date and Time

• zoneinfo - (Python standard library) IANA time zone support. Brings the tz database into Python.

Projects / Package Management

• Package Managers
  • pip (⭐10k) - The package installer for Python.
  • uv (⭐90k) - An extremely fast Python version, package and project manager, written in Rust.
  • poetry (⭐34k) - Python dependency management and packaging made easy.
  • hatch (⭐7.2k) - Modern, extensible Python project manager for environments, builds, and publishing.
  • pipx (⭐13k) - Install and Run Python Applications in Isolated Environments. Like npx in Node.js.
  • conda (⭐7.5k) - Cross-platform, Python-agnostic binary package manager.

Projects / Microsoft Windows

• pywin32 (⭐5.6k) - Python Extensions for Windows.

• pythonnet (⭐5.5k) - Python Integration with the .NET Common Language Runtime (CLR).

• winpython (⭐2.3k) - Portable Python distribution for Windows.

Feb 08, 2026

Projects / AI and Agents

• Image and Video Generation
  • diffusers (⭐35k) - Pre-trained diffusion models for generating and editing images, audio, and video.

Projects / Web Scraping

• Frameworks
  • browser-use (⭐117k) - Make websites accessible for AI agents with easy browser automation.
  • scrapy (⭐65k) - A fast high-level web crawling and scraping framework.
  • crawl4ai (⭐85k) - An open-source, LLM-friendly web crawler that provides lightning-fast, structured data extraction specifically designed for AI agents.
  • stagehand (⭐26k) - A fast and token-efficient browser automation SDK to extract data and perform self-healing actions on web pages.
  • scrapling (⭐88k) - An adaptive scraping framework whose selectors relocate elements after page changes, with stealth fetchers and spiders.

Projects / Geolocation

• geopandas (⭐5.3k) - Python tools for geographic data (GeoSeries/GeoDataFrame) built on pandas.

Projects / CLI Development

• General
  • argparse - (Python standard library) Command-line option and argument parsing.
  • click (⭐18k) - A package for creating beautiful command line interfaces in a composable way.
  • typer (⭐20k) - Modern CLI framework that uses Python type hints. Built on Click.
  • prompt_toolkit (⭐11k) - A library for building powerful interactive command lines.
  • cyclopts (⭐1.3k) - Build CLIs from type-hinted functions, with docstring-based help.

Projects / Functional Programming

• functools - (Python standard library) Higher-order functions and operations on callable objects.

Projects / Configuration Files

• dynaconf (⭐4.3k) - Dynaconf is a configuration manager with plugins for Django and Flask.

Projects / Hardware

• bleak (⭐2.5k) - A cross platform Bluetooth Low Energy Client for Python using asyncio.

Jan 08, 2026

Projects / Admin Panels

• django-unfold (⭐3.7k) - A modern Django admin theme for building dashboards, internal tools, and business applications.

Projects / Interactive Interpreter

• marimo (⭐23k) - A reactive notebook for Python, stored as pure Python and runnable as a script or app.

Projects / Testing

• Fake Data
  • faker (⭐19k) - A Python package that generates fake data.
  • mimesis (⭐4.8k) - A Python library for generating fake but realistic data in multiple languages and locales.

Resources / Podcasts

• PyPodcats

Jul 18, 2025

Projects / Environment Management

• uv (⭐90k) - An extremely fast Python version, package and project manager, written in Rust.

Feb 23, 2024

Projects / Admin Panels

• django-grappelli (⭐3.9k) - A jazzy skin for the Django Admin-Interface.

Projects / CMS

• wagtail (⭐21k) - A Django content management system.

Projects / Data Validation

• pydantic (⭐29k) - Data validation using Python type hints.

• jsonschema (⭐5k) - An implementation of JSON Schema for Python.

Projects / Geolocation

• geojson (⭐997) - Python bindings and utilities for GeoJSON.

Projects / Debugging Tools

• Profiler
  • py-spy (⭐16k) - A sampling profiler for Python programs. Written in Rust.
  • memray (⭐15k) - Tracks memory allocations in Python code, native extensions, and the interpreter itself.
  • pyinstrument (⭐8k) - A statistical wall-clock profiler with low overhead and readable call-tree output.
  • scalene (⭐14k) - A high-performance, high-precision CPU, GPU, and memory profiler for Python.

Projects / Build Tools

• scons (⭐2.4k) - A software construction tool.

Projects / CLI Tools

• HTTP Clients
  • httpie (⭐39k) - A command line HTTP client, a user-friendly cURL replacement.

Projects / HTML Manipulation

• markupsafe (⭐698) - Safely adds untrusted strings to HTML/XML markup.

Projects / Implementations

• cpython (⭐78k) - Default, most widely used implementation of the Python programming language written in C.

• micropython (⭐22k) - A lean and efficient Python implementation for microcontrollers and constrained systems.

Projects / Functional Programming

• toolz (⭐5.2k) - A collection of functional utilities for iterators, functions, and dictionaries. Also available as cytoolz (⭐1.1k) for Cython-accelerated performance.

Projects / Distribution

• Executables
  • pyinstaller (⭐13k) - Converts Python programs into stand-alone executables (cross-platform).
  • Nuitka (⭐15k) - Compiles Python programs into high-performance standalone executables (cross-platform).
  • pex (⭐4.2k) - A tool for building self-contained Python executable environments (PEP 441 zipapps).
  • cx-Freeze (⭐1.6k) - Converts Python scripts into standalone executables and installers for Windows, macOS, and Linux.

Projects / Cryptography

• cryptography (⭐7.8k) - A package designed to expose cryptographic primitives and recipes to Python developers.

Projects / Hardware

• pynput (⭐2.2k) - A library to control and monitor input devices.

Resources / Newsletters

• Pycoder's Weekly

• Python Weekly

Feb 03, 2021

Projects / Task Queues

• dramatiq (⭐5.3k) - A fast and reliable background task processing library for Python 3.

Jan 25, 2021

Projects / Web Servers

• WSGI
  • gunicorn (⭐11k) - A pre-fork WSGI server with a native ASGI worker, ported from Ruby's Unicorn project.
  • waitress (⭐1.6k) - Multi-threaded, powers Pyramid.

Jan 21, 2021

Projects / Database Drivers

• SQLite - awesome-sqlite (⭐407)
  • sqlite3 - (Python standard library) SQLite interface compliant with DB-API 2.0.
  • apsw (⭐945) - Another Python SQLite Wrapper, exposing the complete SQLite C API.
  • sqlite-utils (⭐2.2k) - Python CLI utility and library for manipulating SQLite databases.

Nov 03, 2020

Projects / Functional Programming

• returns (⭐4.4k) - A set of type-safe monads, transformers, and composition utilities.

Aug 21, 2020

Projects / Penetration Testing

• sqlmap (⭐39k) - Automatic SQL injection and database takeover tool.

Aug 02, 2020

Projects / Static Site Generators

• pelican (⭐13k) - Static site generator that supports Markdown and reST syntax.

Projects / Code Analysis

• Type Checkers - awesome-python-typing (⭐2k)
  • mypy (⭐21k) - A static type checker for Python.
  • ty (⭐20k) - An extremely fast Python type checker and language server.
  • pyright (⭐16k) - Full-featured static type checker for Python from Microsoft, the engine behind Pylance.
  • pyrefly (⭐7.1k) - A fast type checker and language server for Python.

Projects / DevOps Tools

• Configuration Management
  • ansible (⭐71k) - A radically simple IT automation platform.
  • cloud-init (⭐3.8k) - A multi-distribution package that handles early initialization of a cloud instance.
  • pyinfra (⭐6k) - Turns Python code into shell commands and runs them on your servers.
  • salt (⭐16k) - Infrastructure automation and management system.

Projects / Logging

• logging - (Python standard library) Logging facility for Python.

Projects / Distribution

• Obfuscation
  • pyarmor (⭐5.2k) - A tool used to obfuscate Python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.

Jul 08, 2020

Projects / Computer Vision

• OCR
  • pytesseract (⭐6.4k) - A wrapper for the Tesseract OCR (⭐77k) engine.
  • easyocr (⭐30k) - Ready-to-use OCR with 80+ languages supported.
  • paddleocr (⭐91k) - Multilingual OCR and document parsing toolkit based on PaddlePaddle.

Jun 11, 2020

Projects / DevOps Tools

• Monitoring and Processes
  • psutil (⭐11k) - A cross-platform process and system utilities module.
  • sentry-sdk (⭐2.2k) - Sentry SDK for Python.
  • supervisor (⭐9.1k) - Supervisor process control system for UNIX.
  • flower (⭐7.2k) - A real-time monitor and web admin for Celery task queues.
  • sh (⭐7.2k) - A full-fledged subprocess replacement for Python.

Jun 06, 2020

Resources / Podcasts

• Django Chat

Mar 30, 2020

Resources / Podcasts

• The Real Python Podcast

Feb 06, 2020

Projects / Documentation

• diagrams (⭐43k) - Diagram as Code.

Jan 14, 2020

Projects / Logging

• loguru (⭐24k) - Library which aims to bring enjoyable logging in Python.

Jan 13, 2020

Projects / HTTP Clients

• General
  • requests (⭐55k) - HTTP Requests for Humans.
  • aiohttp (⭐17k) - Asynchronous HTTP client/server framework for asyncio and Python.
  • httpx2 (⭐1.6k) - HTTP/1.1 and HTTP/2 client with sync and async APIs, maintained by Pydantic (httpx (⭐16k) fork).
  • urllib3 (⭐4.1k) - An HTTP library with thread-safe connection pooling, file post, and more.
  • httpx (⭐16k) - A next generation HTTP client for Python.

Nov 04, 2019

Projects / WebSocket

• channels (⭐6.4k) - Brings WebSocket, long-poll HTTP, and other async support to Django.

Projects / Task Queues

• rq (⭐11k) - Simple job queues for Python.

• huey (⭐6.1k) - A little task queue with multi-process, multi-thread, or greenlet workers.

Projects / Asynchronous Programming

• Async I/O
  • asyncio - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
    • awesome-asyncio (⭐5.1k)
  • anyio (⭐2.6k) - A high-level async concurrency and networking framework that works on top of asyncio or trio.
  • uvloop (⭐12k) - Ultra fast asyncio event loop.
  • trio (⭐7.3k) - A friendly library for async concurrency and I/O.
  • gevent (⭐6.4k) - A coroutine-based Python networking library that uses greenlet (⭐1.9k).
  • Twisted (⭐6k) - An event-driven networking engine.

May 25, 2019

Projects / Environment Management

• virtualenv (⭐5.1k) - A tool to create isolated Python environments.

Projects / Cryptography

• paramiko (⭐9.9k) - The leading native Python SSHv2 protocol library.

Mar 03, 2019

Projects / Deep Learning

• Frameworks
  • pytorch (⭐105k) - Tensors and Dynamic neural networks in Python with strong GPU acceleration.
  • pytorch-lightning (⭐31k) - Deep learning framework to train, deploy, and ship AI products Lightning fast.
  • jax (⭐36k) - A library for high-performance numerical computing with autodiff and JIT compilation.
  • keras (⭐64k) - A high-level deep learning library with support for JAX, TensorFlow, and PyTorch backends.
  • tensorflow (⭐201k) - An end-to-end machine learning platform from Google.

Projects / WebSocket

• autobahn-python (⭐2.5k) - WebSocket & WAMP for Python on Twisted and asyncio.

Projects / Authentication

• JWT
  • pyjwt (⭐5.7k) - JSON Web Token implementation in Python.

Projects / Static Site Generators

• nikola (⭐2.7k) - A static website and blog generator.

Projects / Database

• Key-Value & Document
  • tinydb (⭐7.6k) - A tiny, document-oriented database.

Projects / Documentation

• pdoc (⭐2.5k) - Auto-generates API documentation for Python projects.

Projects / Distributed Computing

• dask (⭐14k) - A flexible parallel computing library for analytic computing.

Projects / Network Virtualization

• napalm (⭐2.5k) - Cross-vendor API to manipulate network devices.

Projects / Asynchronous Programming

• Parallelism
  • concurrent.futures - (Python standard library) High-level asynchronous execution of callables.
  • multiprocessing - (Python standard library) Process-based parallelism.

Projects / Package Repositories

• devpi (⭐1.2k) - PyPI server and packaging/testing/release tool.

Projects / Configuration Files

• configparser - (Python standard library) INI file parser.

Projects / Cryptography

• pynacl (⭐1.2k) - Python binding to libsodium, a fork of the Networking and Cryptography (NaCl) library.

Projects / Miscellaneous

• boltons (⭐6.9k) - A set of pure-Python utilities.

Mar 02, 2019

Projects / Web Asset Management

• django-storages (⭐3k) - A collection of custom storage back ends for Django.

• django-compressor (⭐2.9k) - Compresses linked and inline JavaScript or CSS into a single cached file.

Aug 12, 2018

Projects / File Manipulation

• Paths and File Watching
  • pathlib - (Python standard library) A cross-platform, object-oriented path library.
  • watchfiles (⭐2.5k) - Simple, modern and fast file watching and code reload in Python.
  • watchdog (⭐7.4k) - API and shell utilities to monitor file system events.

Jun 03, 2018

Resources / Newsletters

• Python Tricks

Mar 26, 2018

Projects / File Manipulation

• File Type Detection
  • mimetypes - (Python standard library) Map filenames to MIME types.
  • python-magic (⭐2.9k) - A Python interface to the libmagic file type identification library.
  • magika (⭐19k) - Detects file content types with a deep-learning model.

Feb 28, 2018

Projects / Built-in Classes Enhancement

• attrs (⭐5.9k) - Replacement for __init__, __eq__, __repr__, etc. boilerplate in class definitions.

• bidict (⭐1.6k) - Efficient, Pythonic bidirectional map data structures and related functionality.

Feb 18, 2018

Resources / Podcasts

• Talk Python To Me

Jul 18, 2017

Projects / Environment Management

• pyenv (⭐45k) - Simple Python version management.

May 24, 2017

Projects / Recommender Systems

• annoy (⭐14k) - Approximate Nearest Neighbors in C++/Python optimized for memory usage.

• implicit (⭐3.8k) - A fast Python implementation of collaborative filtering for implicit datasets.

Feb 02, 2017

Projects / Machine Learning

• Gradient Boosting
  • xgboost (⭐29k) - A scalable, portable, and distributed gradient boosting library.
  • lightgbm (⭐19k) - A fast, distributed, high performance gradient boosting framework.
  • catboost (⭐9.1k) - A fast, scalable, high performance gradient boosting on decision trees library.

Nov 14, 2016

Resources / Podcasts

• Python Bytes

Nov 12, 2016

Projects / Authentication

• Permissions
  • django-guardian (⭐3.9k) - Implementation of per-object permissions for Django.
  • django-rules (⭐2k) - A tiny but powerful app for object-level permissions in Django, without a database.

Projects / Geolocation

• geopy (⭐4.9k) - Python Geocoding Toolbox.

Projects / Debugging Tools

• pdb-like Debugger
  • ipdb (⭐2k) - IPython-enabled pdb.
  • pudb (⭐3.2k) - A full-screen, console-based Python debugger.

Projects / Network Virtualization

• scapy (⭐13k) - A brilliant packet manipulation library.

Projects / Image Processing

• General
  • pillow (⭐14k) - Pillow is the friendly PIL fork.
  • scikit-image (⭐6.6k) - A Python library for (scientific) image processing.
  • rembg (⭐25k) - A tool to remove image backgrounds.
  • wand (⭐1.5k) - Python bindings for MagickWand, C API for ImageMagick.
  • pyvips (⭐812) - A binding for libvips, a fast image processing library with low memory needs.

• Image Serving
  • thumbor (⭐11k) - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.

Projects / Functional Programming

• funcy (⭐3.5k) - A fancy and practical functional tools.

Projects / Cryptography

• itsdangerous (⭐3.1k) - Safely pass trusted data to untrusted environments and back.

May 09, 2016

Projects / Testing

• Load Testing
  • locust (⭐28k) - Scalable user load testing tool written in Python.

Aug 14, 2015

Projects / HTML Manipulation

• xmltodict (⭐5.8k) - Working with XML feel like you are working with JSON.

Aug 13, 2014

Projects / Database Drivers

• PostgreSQL - awesome-postgres (⭐12k)
  • psycopg (⭐2.5k) - A PostgreSQL adapter for Python, the successor to psycopg2.
  • asyncpg (⭐8.1k) - A fast PostgreSQL Database Client Library for Python/asyncio.
  • pgvector (⭐1.5k) - pgvector support for Python, adding vector types and similarity search to psycopg, asyncpg, SQLAlchemy, and Django.