The field guide to the Python ecosystem
Awesome Python
An opinionated list of Python frameworks, libraries, tools, and resources.
Maintained by
@vinta
and
@JinyangWang27.
294k+ stars on GitHub / Updated April 24, 2026
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Zero-config Python project manager. Bootstraps its own runtime, app-convention, and working imports - out the box.
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| Row number | Tags | ||||
|---|---|---|---|---|---|
| 1 | thealgorithms Algorithms | 220,107 | → | ||
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All Algorithms implemented in Python.
|
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| 2 | tensorflow Deep Learning | 194,849 | → | ||
|
The most popular Deep Learning framework created by Google.
|
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| 3 | transformers Pre-trained Models and Inference | 159,831 | → | ||
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A framework that lets you easily use pre-trained transformer models for NLP, vision, and audio tasks.
|
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| 4 | yt-dlp Productivity Tools | 158,312 | → | ||
|
A command-line program to download videos from YouTube and other video sites, a fork of youtube-dl.
|
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| 5 | langchain Orchestration | 134,684 | → | ||
|
Building applications with LLMs through composability.
|
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| 6 | markitdown Markdown | 115,975 | → | ||
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Python tool for converting files and office documents to Markdown.
|
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| 7 | hermes-agent Orchestration | 113,106 | → | ||
|
An adaptive AI agent framework that grows with you.
|
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| 8 | pytorch Deep Learning | 99,391 | → | ||
|
Tensors and Dynamic neural networks in Python with strong GPU acceleration.
|
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| 9 | openai-whisper Speech | 98,274 | → | ||
|
A general-purpose automatic speech recognition model trained on 680k hours of multilingual and multitask supervised data.
|
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| 10 | fastapi Framework Agnostic | 97,576 | → | ||
|
A modern, fast, web framework for building APIs with standard Python type hints.
|
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| 11 | thefuck Productivity Tools | 96,679 | → | ||
|
Correcting your previous console command.
|
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| 12 | browser-use Frameworks | 89,786 | → | ||
|
Make websites accessible for AI agents with easy browser automation.
|
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| 13 | django Synchronous | 87,321 | → | ||
|
The most popular web framework in Python.
Also see: awesome-django
|
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| 14 | django.db.models Relational Databases | 87,321 | → | ||
|
The Django ORM.
|
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| 15 | geodjango Geolocation | 87,321 | → | ||
|
A world-class geographic web framework that is part of Django.
|
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| 16 | uv Environment Management | 83,813 | → | ||
|
An extremely fast Python version, package and project manager, written in Rust.
|
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| 17 | sherlock Penetration Testing | 81,805 | → | ||
|
Hunt down social media accounts by username across social networks.
|
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| 18 | funnlp Chinese | 80,237 | → | ||
|
A collection of tools and datasets for Chinese NLP.
|
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| 19 | vllm Pre-trained Models and Inference | 77,889 | → | ||
|
A high-throughput and memory-efficient inference and serving engine for LLMs.
|
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| 20 | cpython Implementations | 72,432 | → | ||
|
Default, most widely used implementation of the Python programming language written in C.
|
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| 21 | argparse CLI Development | 72,432 | → | ||
|
(Python standard library) Command-line option and argument parsing.
|
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| 22 | asyncio Asynchronous Programming | 72,432 | → | ||
|
(Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
Also see: awesome-asyncio
|
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| 23 | concurrent.futures Asynchronous Programming | 72,432 | → | ||
|
(Python standard library) A high-level interface for asynchronously executing callables.
|
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| 24 | configparser Configuration Files | 72,432 | → | ||
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(Python standard library) INI file parser.
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| 25 | curses Terminal | 72,432 | → | ||
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Built-in wrapper for ncurses used to create terminal GUI applications.
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| 26 | difflib General | 72,432 | → | ||
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(Python standard library) Helpers for computing deltas.
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| 27 | functools Functional Programming | 72,432 | → | ||
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(Python standard library) Higher-order functions and operations on callable objects.
|
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| 28 | logging Logging | 72,432 | → | ||
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(Python standard library) Logging facility for Python.
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| 29 | mimetypes File Manipulation | 72,432 | → | ||
|
(Python standard library) Map filenames to MIME types.
|
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| 30 | mock Mock | 72,432 | → | ||
|
(Python standard library) A mocking and patching library.
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| 31 | multiprocessing Asynchronous Programming | 72,432 | → | ||
|
(Python standard library) Process-based parallelism.
|
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| 32 | pathlib File Manipulation | 72,432 | → | ||
|
(Python standard library) A cross-platform, object-oriented path library.
|
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| 33 | sqlite3 SQLite | 72,432 | → | ||
|
(Python standard library) SQLite interface compliant with DB-API 2.0.
|
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| 34 | tkinter Desktop | 72,432 | → | ||
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(Python standard library) The standard Python interface to the Tcl/Tk GUI toolkit.
|
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| 35 | tomllib Data Formats | 72,432 | → | ||
|
(Python standard library) Parse TOML files.
|
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| 36 | unittest Frameworks | 72,432 | → | ||
|
(Python standard library) Unit testing framework.
|
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| 37 | zoneinfo Date and Time | 72,432 | → | ||
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(Python standard library) IANA time zone support. Brings the tz database into Python.
|
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| 38 | flask Synchronous | 71,437 | → | ||
| 39 | ansible Configuration Management | 68,402 | → | ||
|
A radically simple IT automation platform.
|
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| 40 | openbb Financial Data | 66,401 | → | ||
|
A financial data platform for analysts, quants and AI agents.
|
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| 41 | scikit-learn Machine Learning | 65,898 | → | ||
|
The most popular Python library for Machine Learning with extensive documentation and community support.
|
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| 42 | crawl4ai Frameworks | 64,514 | → | ||
|
An open-source, LLM-friendly web crawler that provides lightning-fast, structured data extraction specifically designed for AI agents.
|
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| 43 | keras Deep Learning | 64,030 | → | ||
|
A high-level deep learning library with support for JAX, TensorFlow, and PyTorch backends.
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| 44 | pathway General | 63,422 | → | ||
|
Real-time data processing framework for Python with reactive dataflows.
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| 45 | unsloth Pre-trained Models and Inference | 62,721 | → | ||
|
A library for faster LLM fine-tuning and training with reduced memory usage.
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| 46 | scrapy Frameworks | 61,432 | → | ||
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A fast high-level screen scraping and web crawling framework.
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| 47 | docling General | 58,464 | → | ||
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Library for converting documents into structured data.
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| 48 | autogen Orchestration | 57,367 | → | ||
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A programming framework for building agentic AI applications.
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| 49 | rich Terminal Rendering | 56,188 | → | ||
|
Python library for rich text and beautiful formatting in the terminal. Also provides a great
RichHandler log handler. |
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| 50 | mem0 Data Layer | 53,927 | → | ||
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An intelligent memory layer for AI agents enabling personalized interactions.
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| 51 | requests HTTP Clients | 53,910 | → | ||
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HTTP Requests for Humans.
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| 52 | TradingAgents Orchestration | 52,589 | → | ||
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A multi-agents LLM financial trading framework.
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| 53 | crewai Orchestration | 49,716 | → | ||
|
A framework for orchestrating role-playing autonomous AI agents for collaborative task solving.
|
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| 54 | llama-index Data Layer | 48,864 | → | ||
|
A data framework for your LLM application.
|
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| 55 | pandas General | 48,557 | → | ||
|
A library providing high-performance, easy-to-use data structures and data analysis tools.
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| 56 | ruff Code Linters | 47,222 | → | ||
|
An extremely fast Python linter and code formatter.
|
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| 57 | airflow Job Schedulers | 45,158 | → | ||
|
Airflow is a platform to programmatically author, schedule and monitor workflows.
|
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| 58 | grpcio RPC | 44,663 | → | ||
|
HTTP/2-based RPC framework with Python bindings, built by Google.
|
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| 59 | pyenv Environment Management | 44,658 | → | ||
|
Simple Python version management.
|
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| 60 | streamlit Dashboards and Apps | 44,329 | → | ||
|
A framework which lets you build dashboards, generate reports, or create chat apps in minutes.
|
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| 61 | mitmproxy Penetration Testing | 43,243 | → | ||
|
An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
|
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| 62 | pyspark Batch Processing | 43,174 | → | ||
|
Apache Spark Python API.
|
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| 63 | spark.ml Machine Learning | 43,174 | → | ||
|
Apache Spark's scalable Machine Learning library for distributed computing.
|
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| 64 | python-patterns Design Patterns | 42,705 | → | ||
|
A collection of design patterns in Python.
|
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| 65 | gradio Dashboards and Apps | 42,414 | → | ||
|
Build and share machine learning apps, all in Python.
|
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| 66 | ray Batch Processing | 42,281 | → | ||
|
A system for parallel and distributed Python that unifies the machine learning ecosystem.
|
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| 67 | diagrams Documentation | 42,209 | → | ||
|
Diagram as Code.
|
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| 68 | black Code Formatters | 41,475 | → | ||
|
The uncompromising Python code formatter.
|
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| 69 | vibevoice Speech | 40,846 | → | ||
|
A family of open-source voice AI models from Microsoft for text-to-speech and long-form speech recognition.
|
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| 70 | mindsdb Machine Learning | 39,044 | → | ||
|
MindsDB is an open source AI layer for existing databases that allows you to effortlessly develop, train and deploy state-of-the-art machine learning models using standard queries.
|
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| 71 | polars General | 38,266 | → | ||
|
A fast DataFrame library implemented in Rust with a Python API.
|
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| 72 | httpie CLI Enhancements | 37,989 | → | ||
|
A command line HTTP client, a user-friendly cURL replacement.
|
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| 73 | manim Other | 37,918 | → | ||
|
An animation engine for explanatory math videos.
|
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| 74 | duckdb Database | 37,667 | → | ||
|
An in-process SQL OLAP database management system; optimized for analytics and fast queries, similar to SQLite but for analytical workloads.
|
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| 75 | sqlmap Penetration Testing | 37,130 | → | ||
|
Automatic SQL injection and database takeover tool.
|
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| 76 | textual Terminal Rendering | 35,556 | → | ||
|
A framework for building interactive user interfaces that run in the terminal and the browser.
|
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| 77 | jax Deep Learning | 35,473 | → | ||
|
A library for high-performance numerical computing with automatic differentiation and JIT compilation.
|
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| 78 | jieba Chinese | 34,921 | → | ||
|
The most popular Chinese text segmentation library.
|
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| 79 | poetry Package Management | 34,275 | → | ||
|
Python dependency management and packaging made easy.
|
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| 80 | selenium GUI / Web Testing | 34,054 | → | ||
|
|
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| 81 | dspy Orchestration | 33,959 | → | ||
|
A framework for programming, not prompting, language models.
|
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| 82 | spacy General | 33,502 | → | ||
|
A library for industrial-strength natural language processing in Python and Cython.
|
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| 83 | diffusers Pre-trained Models and Inference | 33,424 | → | ||
|
A library that provides pre-trained diffusion models for generating and editing images, audio, and video.
|
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| 84 | numpy Core | 31,877 | → | ||
|
A fundamental package for scientific computing with Python.
|
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| 85 | tqdm Terminal Rendering | 31,128 | → | ||
|
Fast, extensible progress bar for loops and CLI.
|
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| 86 | pytorch-lightning Deep Learning | 31,075 | → | ||
|
Deep learning framework to train, deploy, and ship AI products Lightning fast.
|
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| 87 | django-rest-framework Django | 29,987 | → | ||
|
A powerful and flexible toolkit to build web APIs.
|
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| 88 | easyocr Computer Vision | 29,340 | → | ||
|
Ready-to-use OCR with 40+ languages supported.
|
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| 89 | PythonRobotics Physics and Engineering | 29,235 | → | ||
|
This is a compilation of various robotics algorithms with visualizations.
|
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| 90 | celery Task Queues | 28,400 | → | ||
|
An asynchronous task queue/job queue based on distributed message passing.
|
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| 91 | xgboost Machine Learning | 28,309 | → | ||
|
A scalable, portable, and distributed gradient boosting library.
|
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| 92 | reflex Asynchronous | 28,307 | → | ||
|
A framework for building reactive, full-stack web applications entirely with Python.
|
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| 93 | python-fire CLI Development | 28,176 | → | ||
|
A library for creating command line interfaces from absolutely any Python object.
|
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| 94 | locust GUI / Web Testing | 27,729 | → | ||
|
Scalable user load testing tool written in Python.
|
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| 95 | chromadb Database | 27,607 | → | ||
|
An open-source embedding database for building AI applications with embeddings and semantic search.
|
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| 96 | pydantic Data Validation | 27,572 | → | ||
|
Data validation using Python type hints.
|
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| 97 | sglang Pre-trained Models and Inference | 26,324 | → | ||
|
A high-performance serving framework for large language models and multimodal models.
|
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| 98 | algorithms Algorithms | 25,427 | → | ||
|
Minimal examples of data structures and algorithms.
|
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| 99 | cookiecutter Productivity Tools | 24,828 | → | ||
|
A command-line utility that creates projects from cookiecutters (project templates).
|
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| 100 | loguru Logging | 23,828 | → | ||
|
Library which aims to bring enjoyable logging in Python.
|
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| 101 | yfinance Financial Data | 23,169 | → | ||
|
Easy Pythonic way to download market and financial data from Yahoo Finance.
|
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| 102 | matplotlib Plotting | 22,730 | → | ||
|
A Python 2D plotting library.
|
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| 103 | prefect Job Schedulers | 22,238 | → | ||
|
A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
|
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| 104 | tornado Asynchronous | 22,222 | → | ||
|
A web framework and asynchronous networking library.
|
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| 105 | mkdocs Documentation | 22,014 | → | ||
|
Markdown friendly documentation generator.
|
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| 106 | gooey Wrappers | 21,901 | → | ||
|
Turn command line programs into a full GUI application with one line.
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| 107 | micropython Implementations | 21,651 | → | ||
|
A lean and efficient Python programming language implementation.
|
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| 108 | marimo Interactive Interpreter | 20,585 | → | ||
|
Transform data and train models, feels like a next-gen notebook, stored as Git-friendly Python.
|
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| 109 | mypy Type Checkers | 20,389 | → | ||
|
Check variable types during compile time.
|
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| 110 | bokeh Plotting | 20,383 | → | ||
|
Interactive Web Plotting for Python.
|
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| 111 | wagtail CMS | 20,302 | → | ||
|
A Django content management system.
|
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| 112 | typer CLI Development | 19,278 | → | ||
|
Modern CLI framework that uses Python type hints. Built on Click and Pydantic.
|
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| 113 | faker Fake Data | 19,224 | → | ||
|
A Python package that generates fake data.
|
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| 114 | kivy Desktop | 18,913 | → | ||
|
A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
|
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| 115 | luigi Batch Processing | 18,704 | → | ||
|
A module that helps you build complex pipelines of batch jobs.
|
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| 116 | sanic Framework Agnostic | 18,638 | → | ||
|
A Python 3.6+ web server and web framework that's written to go fast.
|
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| 117 | akshare Financial Data | 18,529 | → | ||
|
A financial data interface library, built for human beings!
|
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| 118 | plotly Plotting | 18,472 | → | ||
|
Interactive graphing library for Python.
|
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| 119 | ty Type Checkers | 18,408 | → | ||
|
An extremely fast Python type checker and language server.
|
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| 120 | timesfm Machine Learning | 18,407 | → | ||
|
A pretrained foundation model from Google Research for time-series forecasting.
|
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| 121 | lightgbm Machine Learning | 18,282 | → | ||
|
A fast, distributed, high performance gradient boosting framework.
|
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| 122 | sqlmodel Relational Databases | 17,863 | → | ||
|
SQLModel is based on Python type annotations, and powered by Pydantic and SQLAlchemy.
|
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| 123 | click CLI Development | 17,425 | → | ||
|
A package for creating beautiful command line interfaces in a composable way.
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| 124 | awscli Cloud Providers | 16,895 | → | ||
|
Universal Command Line Interface for Amazon Web Services.
|
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| 125 | networkx Other | 16,845 | → | ||
|
A high-productivity software for complex networks.
|
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| 126 | pydantic-ai Orchestration | 16,583 | → | ||
|
A Python agent framework for building generative AI applications with structured schemas.
|
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| 127 | aiohttp HTTP Clients | 16,411 | → | ||
|
Asynchronous HTTP client/server framework for asyncio and Python.
|
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| 128 | gensim General | 16,399 | → | ||
|
Topic Modeling for Humans.
|
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| 129 | flet Web-based | 15,962 | → | ||
|
Cross-platform GUI framework for building modern apps in pure Python.
|
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| 130 | voxcpm Speech | 15,730 | → | ||
|
A tokenizer-free text-to-speech foundation model for multilingual speech generation and voice cloning.
|
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| 131 | nicegui Web-based | 15,703 | → | ||
|
An easy-to-use, Python-based UI framework, which shows up in your web browser.
|
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| 132 | fabric Deployment | 15,408 | → | ||
|
A simple, Pythonic tool for remote execution and deployment.
|
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| 133 | dearpygui Desktop | 15,383 | → | ||
|
A Simple GPU accelerated Python GUI framework
|
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| 134 | dagster Job Schedulers | 15,369 | → | ||
|
An orchestration platform for the development, production, and observation of data assets.
|
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| 135 | saltstack Configuration Management | 15,354 | → | ||
|
Infrastructure automation and management system.
|
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| 136 | httpx HTTP Clients | 15,219 | → | ||
|
A next generation HTTP client for Python.
|
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| 137 | pre-commit Other | 15,191 | → | ||
|
A framework for managing and maintaining multi-language pre-commit hooks.
|
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| 138 | py-spy Profiler | 15,137 | → | ||
|
A sampling profiler for Python programs. Written in Rust.
|
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| 139 | beets Metadata | 15,024 | → | ||
|
A music library manager and MusicBrainz tagger.
|
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| 140 | setoolkit Penetration Testing | 14,809 | → | ||
|
A toolkit for social engineering.
|
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| 141 | Nuitka Distribution | 14,766 | → | ||
|
Compiles Python programs into high-performance standalone executables (cross-platform, supports all Python versions).
|
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| 142 | scipy Core | 14,629 | → | ||
|
A Python-based ecosystem of open-source software for mathematics, science, and engineering.
|
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| 143 | nltk General | 14,596 | → | ||
|
A leading platform for building Python programs to work with human language data.
|
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| 144 | sympy Core | 14,579 | → | ||
|
A Python library for symbolic mathematics.
|
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| 145 | moviepy Video | 14,563 | → | ||
|
A module for script-based movie editing with many formats, including animated GIFs.
|
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| 146 | playwright-python GUI / Web Testing | 14,549 | → | ||
|
Python version of the Playwright testing and automation library.
|
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| 147 | pyodide Implementations | 14,545 | → | ||
|
Python distribution for the browser and Node.js based on WebAssembly.
|
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| 148 | annoy Recommender Systems | 14,227 | → | ||
|
Approximate Nearest Neighbors in C++/Python optimized for memory usage.
|
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| 149 | seaborn Plotting | 13,828 | → | ||
|
Statistical data visualization using Matplotlib.
|
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| 150 | dask Batch Processing | 13,806 | → | ||
|
A flexible parallel computing library for analytic computing.
|
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| 151 | pytest Frameworks | 13,790 | → | ||
|
A mature full-featured Python testing tool.
|
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| 152 | pillow Image Processing | 13,528 | → | ||
|
Pillow is the friendly PIL fork.
|
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| 153 | redis-py NoSQL Databases | 13,522 | → | ||
|
The Python client for Redis.
|
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| 154 | data-profiling General | 13,521 | → | ||
|
Generate detailed data profiling reports for pandas DataFrames.
|
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| 155 | scalene Profiler | 13,384 | → | ||
|
A high-performance, high-precision CPU, GPU, and memory profiler for Python.
|
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| 156 | customtkinter Desktop | 13,309 | → | ||
|
A modern and customizable python UI-library based on Tkinter.
|
|||||
| 157 | pelican Static Site Generators | 13,284 | → | ||
|
Static site generator that supports Markdown and reST syntax.
|
|||||
| 158 | borg Other | 13,238 | → | ||
|
A deduplicating archiver with compression and encryption.
|
|||||
| 159 | stable-baselines3 Deep Learning | 13,145 | → | ||
|
PyTorch implementations of Stable Baselines (deep) reinforcement learning algorithms.
|
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| 160 | pgcli CLI Enhancements | 13,121 | → | ||
|
PostgreSQL CLI with autocompletion and syntax highlighting.
|
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| 161 | jupyter Interactive Interpreter | 13,101 | → | ||
|
A rich toolkit to help you make the most out of using Python interactively.
Also see: awesome-jupyter
|
|||||
| 162 | pyinstaller Distribution | 12,967 | → | ||
|
Converts Python programs into stand-alone executables (cross-platform).
|
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| 163 | instructor Data Layer | 12,821 | → | ||
|
A library for extracting structured data from LLMs, powered by Pydantic.
|
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| 164 | pipx Package Management | 12,741 | → | ||
|
Install and Run Python Applications in Isolated Environments. Like
npx in Node.js. |
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| 165 | pyautogui GUI / Web Testing | 12,447 | → | ||
|
PyAutoGUI is a cross-platform GUI automation Python module for human beings.
|
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| 166 | schedule Job Schedulers | 12,246 | → | ||
|
Python job scheduling for humans.
|
|||||
| 167 | starlette Asynchronous | 12,231 | → | ||
|
A lightweight ASGI framework and toolkit for building high-performance async services.
|
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| 168 | scapy Network Virtualization | 12,209 | → | ||
|
A brilliant packet manipulation library.
|
|||||
| 169 | peewee Relational Databases | 11,961 | → | ||
|
A small, expressive ORM.
|
|||||
| 170 | mycli CLI Enhancements | 11,904 | → | ||
|
MySQL CLI with autocompletion and syntax highlighting.
|
|||||
| 171 | sqlalchemy Relational Databases | 11,791 | → | ||
|
The Python SQL Toolkit and Object Relational Mapper.
Also see: awesome-sqlalchemy
|
|||||
| 172 | uvloop Asynchronous Programming | 11,764 | → | ||
|
Ultra fast asyncio event loop.
|
|||||
| 173 | robotframework Frameworks | 11,591 | → | ||
|
A generic test automation framework.
|
|||||
| 174 | jinja Template Engines | 11,585 | → | ||
|
A modern and designer friendly templating language.
|
|||||
| 175 | statsmodels Core | 11,375 | → | ||
|
Statistical modeling and econometrics in Python.
|
|||||
| 176 | kornia Computer Vision | 11,184 | → | ||
|
Open Source Differentiable Computer Vision Library for PyTorch.
|
|||||
| 177 | psutil Monitoring and Processes | 11,147 | → | ||
|
A cross-platform process and system utilities module.
|
|||||
| 178 | chalice Deployment | 11,046 | → | ||
|
A Python serverless microframework for AWS.
|
|||||
| 179 | datasette General | 10,984 | → | ||
|
An open source multi-tool for exploring and publishing data.
|
|||||
| 180 | numba Core | 10,984 | → | ||
|
Python JIT compiler to LLVM aimed at scientific Python.
|
|||||
| 181 | cython Implementations | 10,701 | → | ||
|
Optimizing Static Compiler for Python.
|
|||||
| 182 | django-cms CMS | 10,641 | → | ||
|
The easy-to-use and developer-friendly enterprise CMS powered by Django.
|
|||||
| 183 | rq Task Queues | 10,628 | → | ||
|
Simple job queues for Python.
|
|||||
| 184 | uvicorn ASGI | 10,615 | → | ||
|
A lightning-fast ASGI server implementation, using uvloop and httptools.
|
|||||
| 185 | gunicorn WSGI | 10,551 | → | ||
|
Pre-forked, ported from Ruby's Unicorn project.
|
|||||
| 186 | thumbor Image Processing | 10,474 | → | ||
|
A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
|
|||||
| 187 | python-prompt-toolkit CLI Development | 10,417 | → | ||
|
A library for building powerful interactive command lines.
|
|||||
| 188 | modin General | 10,381 | → | ||
|
A drop-in pandas replacement that scales workflows by changing a single line of code.
|
|||||
| 189 | altair Plotting | 10,335 | → | ||
|
Declarative statistical visualization library for Python.
|
|||||
| 190 | hydra Configuration Files | 10,331 | → | ||
|
Hydra is a framework for elegantly configuring complex applications.
|
|||||
| 191 | django-allauth OAuth | 10,324 | → | ||
|
Authentication app for Django that "just works."
|
|||||
| 192 | pip Package Management | 10,174 | → | ||
|
The package installer for Python.
|
|||||
| 193 | icecream Others | 10,041 | → | ||
|
Inspect variables, expressions, and program execution with a single, simple function call.
|
|||||
| 194 | pypdf PDF | 9,954 | → | ||
|
A library capable of splitting, merging, cropping, and transforming PDF pages.
|
|||||
| 195 | falcon Framework Agnostic | 9,797 | → | ||
|
A high-performance framework for building cloud APIs and web app backends.
|
|||||
| 196 | boto3 Cloud Providers | 9,771 | → | ||
|
Python interface to Amazon Web Services.
|
|||||
| 197 | pydub Audio | 9,756 | → | ||
|
Manipulate audio with a simple and easy high level interface.
|
|||||
| 198 | paramiko Cryptography | 9,736 | → | ||
|
The leading native Python SSHv2 protocol library.
|
|||||
| 199 | pymc Simulation and Modeling | 9,588 | → | ||
|
Probabilistic programming and Bayesian modeling in Python.
|
|||||
| 200 | xonsh Productivity Tools | 9,288 | → | ||
|
A Python-powered shell. Full-featured and cross-platform.
|
|||||
| 201 | platformio Build Tools | 9,039 | → | ||
|
A console tool to build code with different development platforms.
|
|||||
| 202 | supervisor Monitoring and Processes | 9,037 | → | ||
|
Supervisor process control system for UNIX.
|
|||||
| 203 | django-ninja Django | 9,024 | → | ||
|
Fast, Django REST framework based on type hints and Pydantic.
|
|||||
| 204 | catboost Machine Learning | 8,910 | → | ||
|
A fast, scalable, high performance gradient boosting on decision trees library.
|
|||||
| 205 | weasyprint PDF | 8,896 | → | ||
|
A visual rendering engine for HTML and CSS that can export to PDF.
|
|||||
| 206 | bottle Synchronous | 8,753 | → | ||
|
A fast and simple micro-framework distributed as a single file with no dependencies.
|
|||||
| 207 | python-dotenv Configuration Files | 8,739 | → | ||
|
Reads key-value pairs from a
.env file and sets them as environment variables. |
|||||
| 208 | pygame Game Development | 8,731 | → | ||
|
Pygame is a set of Python modules designed for writing games.
|
|||||
| 209 | hypothesis Frameworks | 8,582 | → | ||
|
Hypothesis is an advanced Quickcheck style property based testing library.
|
|||||
| 210 | django-debug-toolbar Others | 8,354 | → | ||
|
Display various debug information for Django.
|
|||||
| 211 | librosa Audio | 8,350 | → | ||
|
Python library for audio and music analysis.
|
|||||
| 212 | litestar Asynchronous | 8,173 | → | ||
|
Production-ready, capable and extensible ASGI Web framework.
|
|||||
| 213 | orjson Serialization | 8,038 | → | ||
|
Fast, correct JSON library.
|
|||||
| 214 | bandit Code Linters | 7,964 | → | ||
|
A tool designed to find common security issues in Python code.
|
|||||
| 215 | ajenti Admin Panels | 7,922 | → | ||
|
The admin panel your servers deserve.
|
|||||
| 216 | pymysql MySQL | 7,831 | → | ||
|
A pure Python MySQL driver compatible to mysql-python.
|
|||||
| 217 | sphinx Documentation | 7,786 | → | ||
|
Python Documentation generator.
Also see: awesome-sphinxdoc
|
|||||
| 218 | stanza General | 7,779 | → | ||
|
The Stanford NLP Group's official Python library, supporting 60+ languages.
|
|||||
| 219 | kreuzberg General | 7,641 | → | ||
|
High-performance document extraction library with a Rust core, supporting 62+ formats including PDF, Office, images with OCR, HTML, email, and archives.
|
|||||
| 220 | cryptography Cryptography | 7,565 | → | ||
|
A package designed to expose cryptographic primitives and recipes to Python developers.
|
|||||
| 221 | tinydb Database | 7,496 | → | ||
|
A tiny, document-oriented database.
|
|||||
| 222 | h2o Machine Learning | 7,485 | → | ||
|
Open Source Fast Scalable Machine Learning Platform.
|
|||||
| 223 | apscheduler Job Schedulers | 7,450 | → | ||
|
A light but powerful in-process task scheduler that lets you schedule functions.
|
|||||
| 224 | conda Package Management | 7,384 | → | ||
|
Cross-platform, Python-agnostic binary package manager.
|
|||||
| 225 | watchdog File Manipulation | 7,325 | → | ||
|
API and shell utilities to monitor file system events.
|
|||||
| 226 | qiskit Quantum Computing | 7,293 | → | ||
|
An IBM-backed quantum SDK for building, simulating, and running circuits on real quantum hardware.
|
|||||
| 227 | trio Asynchronous Programming | 7,247 | → | ||
|
A friendly library for async concurrency and I/O.
|
|||||
| 228 | sh Monitoring and Processes | 7,233 | → | ||
|
A full-fledged subprocess replacement for Python.
|
|||||
| 229 | marshmallow Serialization | 7,229 | → | ||
|
A lightweight library for converting complex objects to and from simple Python datatypes.
|
|||||
| 230 | robyn Asynchronous | 7,212 | → | ||
|
A high-performance async Python web framework with a Rust runtime.
|
|||||
| 231 | pyenv-win Environment Management | 7,187 | → | ||
|
Pyenv for Windows.
|
|||||
| 232 | flower Admin Panels | 7,158 | → | ||
|
Real-time monitor and web admin for Celery.
|
|||||
| 233 | pdfminer.six PDF | 6,955 | → | ||
|
Pdfminer.six is a community maintained fork of the original PDFMiner.
|
|||||
| 234 | isort Code Formatters | 6,935 | → | ||
|
A Python utility / library to sort imports.
|
|||||
| 235 | fasthtml Synchronous | 6,919 | → | ||
|
The fastest way to create an HTML app.
Also see: awesome-fasthtml
|
|||||
| 236 | boltons Miscellaneous | 6,877 | → | ||
|
A set of pure-Python utilities.
|
|||||
| 237 | scikit-surprise Recommender Systems | 6,775 | → | ||
|
A scikit for building and analyzing recommender systems.
|
|||||
| 238 | pendulum Date and Time | 6,658 | → | ||
|
Python datetimes made easy.
|
|||||
| 239 | ibis General | 6,516 | → | ||
|
A portable Python dataframe library with a single API for 20+ backends.
|
|||||
| 240 | scikit-image Image Processing | 6,498 | → | ||
|
A Python library for (scientific) image processing.
|
|||||
| 241 | transitions Design Patterns | 6,489 | → | ||
|
A lightweight, object-oriented finite state machine implementation.
|
|||||
| 242 | gevent Asynchronous Programming | 6,441 | → | ||
|
A coroutine-based Python networking library that uses greenlet.
|
|||||
| 243 | renpy Game Development | 6,424 | → | ||
|
A Visual Novel engine.
|
|||||
| 244 | csvkit Data Formats | 6,366 | → | ||
|
Utilities for converting to and working with CSV.
|
|||||
| 245 | channels WebSocket | 6,343 | → | ||
|
Developer-friendly asynchrony for Django.
|
|||||
| 246 | pytesseract Computer Vision | 6,332 | → | ||
|
A wrapper for Google Tesseract OCR.
|
|||||
| 247 | alive-progress Terminal Rendering | 6,264 | → | ||
|
A new kind of Progress Bar, with real-time throughput, eta and very cool animations.
|
|||||
| 248 | flask-admin Admin Panels | 6,056 | → | ||
|
Simple and extensible administrative interface framework for Flask.
|
|||||
| 249 | twisted Asynchronous Programming | 5,962 | → | ||
|
An event-driven networking engine.
|
|||||
| 250 | huey Task Queues | 5,930 | → | ||
|
Little multi-threaded task queue.
|
|||||
| 251 | openstack Configuration Management | 5,891 | → | ||
|
Open source software for building private and public clouds.
|
|||||
| 252 | pywebview Web-based | 5,870 | → | ||
|
A lightweight cross-platform native wrapper around a webview component.
|
|||||
| 253 | mininet Network Virtualization | 5,797 | → | ||
|
A popular network emulator and API written in Python.
|
|||||
| 254 | trafilatura Content Extraction | 5,785 | → | ||
|
A tool for gathering text and metadata from the web, with built-in content filtering.
|
|||||
| 255 | attrs Built-in Classes Enhancement | 5,773 | → | ||
|
Replacement for
__init__, __eq__, __repr__, etc. boilerplate in class definitions. |
|||||
| 256 | xmltodict HTML Manipulation | 5,734 | → | ||
|
Working with XML feel like you are working with JSON.
|
|||||
| 257 | pylint Code Linters | 5,673 | → | ||
|
A fully customizable source code analyzer.
|
|||||
| 258 | websockets WebSocket | 5,670 | → | ||
|
A library for building WebSocket servers and clients with a focus on correctness and simplicity.
|
|||||
| 259 | pyjwt JWT | 5,643 | → | ||
|
JSON Web Token implementation in Python.
|
|||||
| 260 | pyrefly Type Checkers | 5,625 | → | ||
|
A fast type checker and language server for Python.
|
|||||
| 261 | tortoise-orm Relational Databases | 5,557 | → | ||
|
An easy-to-use asyncio ORM inspired by Django, with relations support.
|
|||||
| 262 | pywin32 Microsoft Windows | 5,552 | → | ||
|
Python Extensions for Windows.
|
|||||
| 263 | python-docx MS Office | 5,538 | → | ||
|
Reads, queries and modifies Microsoft Word 2007/2008 docx files.
|
|||||
| 264 | flask-socketio WebSocket | 5,508 | → | ||
|
Socket.IO integration for Flask applications.
|
|||||
| 265 | pythonnet Microsoft Windows | 5,447 | → | ||
|
Python Integration with the .NET Common Language Runtime (CLR).
|
|||||
| 266 | ptpython Interactive Interpreter | 5,427 | → | ||
|
Advanced Python REPL built on top of the python-prompt-toolkit.
|
|||||
| 267 | toga Desktop | 5,337 | → | ||
|
A Python native, OS native GUI toolkit.
|
|||||
| 268 | granian ASGI | 5,300 | → | ||
|
A Rust HTTP server for Python applications built on top of Hyper and Tokio, supporting WSGI/ASGI/RSGI.
|
|||||
| 269 | pypinyin General | 5,289 | → | ||
|
Convert Chinese hanzi (漢字) to pinyin (拼音).
|
|||||
| 270 | authlib OAuth | 5,283 | → | ||
|
JavaScript Object Signing and Encryption draft implementation.
|
|||||
| 271 | opencv Computer Vision | 5,243 | → | ||
|
Open Source Computer Vision Library.
|
|||||
| 272 | dramatiq Task Queues | 5,213 | → | ||
|
A fast and reliable background task processing library for Python 3.
|
|||||
| 273 | toolz Functional Programming | 5,141 | → | ||
|
A collection of functional utilities for iterators, functions, and dictionaries. Also available as cytoolz for Cython-accelerated performance.
|
|||||
| 274 | astropy Physics and Engineering | 5,128 | → | ||
|
A community Python library for Astronomy.
|
|||||
| 275 | geopandas Geolocation | 5,108 | → | ||
|
Python tools for geographic data (GeoSeries/GeoDataFrame) built on pandas.
|
|||||
| 276 | panda3d Game Development | 5,104 | → | ||
|
3D game engine developed by Disney.
|
|||||
| 277 | typeshed Type Checkers | 5,050 | → | ||
|
Collection of library stubs for Python, with static types.
|
|||||
| 278 | pyarmor Distribution | 5,045 | → | ||
|
A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
|
|||||
| 279 | pytype Type Annotations Generators | 5,031 | → | ||
|
Pytype checks and infers types for Python code - without requiring type annotations.
|
|||||
| 280 | virtualenv Environment Management | 5,031 | → | ||
|
A tool to create isolated Python environments.
|
|||||
| 281 | monkeytype Type Annotations Generators | 5,001 | → | ||
|
A system for Python that generates static type annotations by collecting runtime types.
|
|||||
| 282 | biopython Biology and Chemistry | 4,982 | → | ||
|
Biopython is a set of freely available tools for biological computation.
|
|||||
| 283 | pyinfra Configuration Management | 4,964 | → | ||
|
A versatile CLI tools and python libraries to automate infrastructure.
|
|||||
| 284 | jsonschema Data Validation | 4,946 | → | ||
|
An implementation of JSON Schema for Python.
|
|||||
| 285 | mlx-lm Pre-trained Models and Inference | 4,944 | → | ||
|
Run and fine-tune large language models on Apple Silicon with MLX.
|
|||||
| 286 | Cirq Quantum Computing | 4,933 | → | ||
|
A Google-developed framework focused on hardware-aware quantum circuit design for NISQ devices.
|
|||||
| 287 | python-qrcode Image Processing | 4,887 | → | ||
|
A pure Python QR Code generator.
|
|||||
| 288 | dataset Relational Databases | 4,861 | → | ||
|
Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
|
|||||
| 289 | mechanicalsoup Frameworks | 4,854 | → | ||
|
A Python library for automating interaction with websites.
|
|||||
| 290 | geopy Geolocation | 4,806 | → | ||
|
Python Geocoding Toolbox.
|
|||||
| 291 | mimesis Fake Data | 4,802 | → | ||
|
is a Python library that help you generate fake data.
|
|||||
| 292 | trailofbits-skills Agent Skills | 4,756 | → | ||
|
Python-friendly security skills for auditing, testing, and safer backend development. Also skills-curated.
|
|||||
| 293 | tablib General | 4,751 | → | ||
|
A module for Tabular Datasets in XLS, CSV, JSON, YAML.
|
|||||
| 294 | invoke Build Tools | 4,740 | → | ||
|
A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
|
|||||
| 295 | structlog Logging | 4,732 | → | ||
|
Structured logging made easy.
|
|||||
| 296 | strawberry Framework Agnostic | 4,650 | → | ||
|
A GraphQL library that leverages Python type annotations for schema definition.
|
|||||
| 297 | connexion Framework Agnostic | 4,580 | → | ||
|
A spec-first framework that automatically handles requests based on your OpenAPI specification.
|
|||||
| 298 | code2flow Code Analysis | 4,567 | → | ||
|
Turn your Python and JavaScript code into DOT flowcharts.
|
|||||
| 299 | plotnine Plotting | 4,550 | → | ||
|
A grammar of graphics for Python based on ggplot2.
|
|||||
| 300 | vulture Code Analysis | 4,545 | → | ||
|
A tool for finding and analyzing dead Python code.
|
|||||
| 301 | freezegun Mock | 4,502 | → | ||
|
Travel through time by mocking the datetime module.
|
|||||
| 302 | tmuxp Productivity Tools | 4,485 | → | ||
|
A tmux session manager.
|
|||||
| 303 | ag2 Orchestration | 4,435 | → | ||
|
An open-source AgentOS for multi-agent orchestration and building agentic AI systems.
|
|||||
| 304 | shapely Other | 4,427 | → | ||
|
Manipulation and analysis of geometric objects in the Cartesian plane.
|
|||||
| 305 | elasticsearch-py Search | 4,368 | → | ||
|
The official low-level Python client for Elasticsearch.
|
|||||
| 306 | mongoengine NoSQL Databases | 4,352 | → | ||
|
A Python Object-Document-Mapper for working with MongoDB.
|
|||||
| 307 | pymongo NoSQL Databases | 4,341 | → | ||
|
The official Python client for MongoDB.
|
|||||
| 308 | joblib Batch Processing | 4,340 | → | ||
|
A set of tools to provide lightweight pipelining in Python.
|
|||||
| 309 | responses Mock | 4,340 | → | ||
|
A utility library for mocking out the requests Python library.
|
|||||
| 310 | pyqtgraph Plotting | 4,331 | → | ||
|
Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
|
|||||
| 311 | coconut Functional Programming | 4,325 | → | ||
|
A variant of Python built for simple, elegant, Pythonic functional programming.
|
|||||
| 312 | pandera Data Validation | 4,312 | → | ||
|
A data validation library for dataframes, with support for pandas, polars, and Spark.
|
|||||
| 313 | dynaconf Configuration Files | 4,286 | → | ||
|
Dynaconf is a configuration manager with plugins for Django, Flask and FastAPI.
|
|||||
| 314 | asciimatics Terminal Rendering | 4,275 | → | ||
|
A package to create full-screen text UIs (from interactive forms to ASCII animations).
|
|||||
| 315 | returns Functional Programming | 4,266 | → | ||
|
A set of type-safe monads, transformers, and composition utilities.
|
|||||
| 316 | markdown Markdown | 4,193 | → | ||
|
A Python implementation of John Gruber’s Markdown.
|
|||||
| 317 | aws-sdk-pandas General | 4,104 | → | ||
|
Pandas on AWS.
|
|||||
| 318 | pyramid Synchronous | 4,081 | → | ||
|
A small, fast, down-to-earth, open source Python web framework.
Also see: awesome-pyramid
|
|||||
| 319 | more-itertools Functional Programming | 4,057 | → | ||
|
More routines for operating on iterables, beyond
itertools. |
|||||
| 320 | ftfy General | 4,030 | → | ||
|
Makes Unicode text less broken and more consistent automagically.
|
|||||
| 321 | urllib3 HTTP Clients | 4,016 | → | ||
|
A HTTP library with thread-safe connection pooling, file post support, sanity friendly.
|
|||||
| 322 | warehouse Package Repositories | 4,008 | → | ||
|
Next generation Python Package Repository (PyPI).
|
|||||
| 323 | sqlparse Parser | 4,004 | → | ||
|
A non-validating SQL parser.
|
|||||
| 324 | lektor Static Site Generators | 3,936 | → | ||
|
An easy to use static CMS and blog engine.
|
|||||
| 325 | xlsxwriter MS Office | 3,934 | → | ||
|
A Python module for creating Excel .xlsx files.
|
|||||
| 326 | sortedcontainers Algorithms | 3,933 | → | ||
|
Fast and pure-Python implementation of sorted collections.
|
|||||
| 327 | django-grappelli Admin Panels | 3,930 | → | ||
|
A jazzy skin for the Django Admin-Interface.
|
|||||
| 328 | tox Test Runners | 3,914 | → | ||
|
Auto builds and tests distributions in multiple Python versions
|
|||||
| 329 | django-guardian Permissions | 3,899 | → | ||
|
Implementation of per object permissions for Django 1.2+
|
|||||
| 330 | pony Relational Databases | 3,826 | → | ||
|
ORM that provides a generator-oriented interface to SQL.
|
|||||
| 331 | factory_boy Object Factories | 3,788 | → | ||
|
A test fixtures replacement for Python.
|
|||||
| 332 | implicit Recommender Systems | 3,786 | → | ||
|
A fast Python implementation of collaborative filtering for implicit datasets.
|
|||||
| 333 | flake8 Code Linters | 3,778 | → | ||
|
A wrapper around
pycodestyle, pyflakes and McCabe.
Also see: awesome-flake8-extensions
|
|||||
| 334 | colorama Terminal Rendering | 3,777 | → | ||
|
Cross-platform colored terminal text.
|
|||||
| 335 | django-haystack Search | 3,754 | → | ||
|
Modular search for Django.
|
|||||
| 336 | python-phonenumbers Parser | 3,732 | → | ||
|
Parsing, formatting, storing and validating international phone numbers.
|
|||||
| 337 | vidgear Video | 3,694 | → | ||
|
Most Powerful multi-threaded Video Processing framework.
|
|||||
| 338 | bqplot Plotting | 3,688 | → | ||
|
Interactive Plotting Library for the Jupyter Notebook.
|
|||||
| 339 | sumy Content Extraction | 3,676 | → | ||
|
A module for automatic summarization of text documents and HTML pages.
|
|||||
| 340 | cloudinit Configuration Management | 3,663 | → | ||
|
A multi-distribution package that handles early initialization of a cloud instance.
|
|||||
| 341 | vispy Plotting | 3,567 | → | ||
|
High-performance scientific visualization based on OpenGL.
|
|||||
| 342 | doitlive Productivity Tools | 3,561 | → | ||
|
A tool for live presentations in the terminal.
|
|||||
| 343 | uwsgi WSGI | 3,544 | → | ||
|
A project aims at developing a full stack for building hosting services, written in C.
|
|||||
| 344 | textdistance General | 3,527 | → | ||
|
Compute distance between sequences with 30+ algorithms.
|
|||||
| 345 | funcy Functional Programming | 3,500 | → | ||
|
A fancy and practical functional tools.
|
|||||
| 346 | modoboa Email | 3,480 | → | ||
|
A mail hosting and management platform including a modern Web UI.
|
|||||
| 347 | django-unfold Admin Panels | 3,422 | → | ||
|
Elevate your Django admin with a stunning modern interface, powerful features, and seamless user experience.
|
|||||
| 348 | rdkit Biology and Chemistry | 3,400 | → | ||
|
Cheminformatics and Machine Learning Software.
|
|||||
| 349 | coverage Code Coverage | 3,361 | → | ||
|
Code coverage measurement.
|
|||||
| 350 | xlwings MS Office | 3,337 | → | ||
|
A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
|
|||||
| 351 | django-oauth-toolkit OAuth | 3,320 | → | ||
|
OAuth 2 goodies for Django.
|
|||||
| 352 | copier Productivity Tools | 3,309 | → | ||
|
A library and command-line utility for rendering projects templates.
|
|||||
| 353 | python-pptx MS Office | 3,307 | → | ||
|
Python library for creating and updating PowerPoint (.pptx) files.
|
|||||
| 354 | cerberus Data Validation | 3,276 | → | ||
|
A lightweight and extensible data validation library.
|
|||||
| 355 | pgmpy Machine Learning | 3,262 | → | ||
|
A Python library for probabilistic graphical models and Bayesian networks.
|
|||||
| 356 | pudb pdb-like Debugger | 3,238 | → | ||
|
A full-screen, console-based Python debugger.
|
|||||
| 357 | schemathesis GUI / Web Testing | 3,233 | → | ||
|
A tool for automatic property-based testing of web applications built with Open API / Swagger specifications.
|
|||||
| 358 | litecli CLI Enhancements | 3,230 | → | ||
|
SQLite CLI with autocompletion and syntax highlighting.
|
|||||
| 359 | pennylane Quantum Computing | 3,173 | → | ||
|
A hybrid quantum-classical machine learning library with automatic differentiation support.
|
|||||
| 360 | itsdangerous Miscellaneous | 3,112 | → | ||
|
Various helpers to pass trusted data to untrusted environments.
|
|||||
| 361 | python-decouple Configuration Files | 3,031 | → | ||
|
Strict separation of settings from code.
|
|||||
| 362 | mistune Markdown | 3,016 | → | ||
|
Fastest and full featured pure Python parsers of Markdown.
|
|||||
| 363 | lxml HTML Manipulation | 3,015 | → | ||
|
A very fast, easy-to-use and versatile library for handling HTML and XML.
|
|||||
| 364 | urwid Terminal | 3,000 | → | ||
|
A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
|
|||||
| 365 | oauthlib OAuth | 2,964 | → | ||
|
A generic and thorough implementation of the OAuth request-signing logic.
|
|||||
| 366 | vcrpy Mock | 2,961 | → | ||
|
Record and replay HTTP interactions on your tests.
|
|||||
| 367 | django-storages Web Asset Management | 2,949 | → | ||
|
A collection of custom storage back ends for Django.
|
|||||
| 368 | python-magic File Manipulation | 2,905 | → | ||
|
A Python interface to the libmagic file type identification library.
|
|||||
| 369 | pyyaml Data Formats | 2,885 | → | ||
|
YAML implementations for Python.
|
|||||
| 370 | django-compressor Web Asset Management | 2,871 | → | ||
|
Compresses linked and inline JavaScript or CSS into a single cached file.
|
|||||
| 371 | python-diskcache Caching | 2,870 | → | ||
|
SQLite and file backed cache backend with faster lookups than memcached and redis.
|
|||||
| 372 | box Built-in Classes Enhancement | 2,821 | → | ||
|
Python dictionaries with advanced dot notation access.
|
|||||
| 373 | dateparser Date and Time | 2,803 | → | ||
|
A Python parser for human-readable dates in dozens of languages.
|
|||||
| 374 | furl HTTP Clients | 2,798 | → | ||
|
A small Python library that makes parsing and manipulating URLs easy.
|
|||||
| 375 | pygal Plotting | 2,756 | → | ||
|
A Python SVG Charts Creator.
|
|||||
| 376 | ironpython Implementations | 2,738 | → | ||
|
Implementation of the Python programming language written in C#.
|
|||||
| 377 | iredis CLI Enhancements | 2,731 | → | ||
|
Redis CLI with autocompletion and syntax highlighting.
|
|||||
| 378 | nikola Static Site Generators | 2,729 | → | ||
|
A static website and blog generator.
|
|||||
| 379 | yagmail Email | 2,725 | → | ||
|
Yet another Gmail/SMTP client.
|
|||||
| 380 | cachetools Caching | 2,723 | → | ||
|
Extensible memoizing collections and decorators.
|
|||||
| 381 | pikepdf PDF | 2,697 | → | ||
|
A powerful library for reading and editing PDF files, based on qpdf.
|
|||||
| 382 | beanie NoSQL Databases | 2,675 | → | ||
|
An asynchronous Python object-document mapper (ODM) for MongoDB.
|
|||||
| 383 | daphne ASGI | 2,663 | → | ||
|
An HTTP, HTTP/2 and WebSocket protocol server for ASGI and ASGI-HTTP.
|
|||||
| 384 | pynamodb NoSQL Databases | 2,649 | → | ||
|
A Pythonic interface for Amazon DynamoDB.
|
|||||
| 385 | docxtpl MS Office | 2,617 | → | ||
|
Editing a docx document by jinja2 template
|
|||||
| 386 | dateutil Date and Time | 2,612 | → | ||
|
Extensions to the standard Python datetime module.
|
|||||
| 387 | chardet General | 2,605 | → | ||
|
Python 2/3 compatible character encoding detector.
|
|||||
| 388 | gtts Audio | 2,605 | → | ||
|
Python library and CLI tool for converting text to speech using Google Translate TTS.
|
|||||
| 389 | wxPython Desktop | 2,601 | → | ||
|
A blending of the wxWidgets C++ class library with the Python.
|
|||||
| 390 | colour Other | 2,563 | → | ||
|
Implementing a comprehensive number of colour theory transformations and algorithms.
|
|||||
| 391 | autobahn-python WebSocket | 2,536 | → | ||
|
WebSocket & WAMP for Python on Twisted and asyncio.
|
|||||
| 392 | mysqlclient MySQL | 2,527 | → | ||
|
MySQL connector with Python 3 support (mysql-python fork).
|
|||||
| 393 | matchering Audio | 2,498 | → | ||
|
A library for automated reference audio mastering.
|
|||||
| 394 | pdoc Documentation | 2,498 | → | ||
|
Epydoc replacement to auto generate API documentation for Python libraries.
|
|||||
| 395 | pyparsing Parser | 2,466 | → | ||
|
A general purpose framework for generating parsers.
|
|||||
| 396 | watchfiles File Manipulation | 2,466 | → | ||
|
Simple, modern and fast file watching and code reload in python.
|
|||||
| 397 | napalm Network Virtualization | 2,448 | → | ||
|
Cross-vendor API to manipulate network devices.
|
|||||
| 398 | anyio Asynchronous Programming | 2,443 | → | ||
|
A high-level async concurrency and networking framework that works on top of asyncio or trio.
|
|||||
| 399 | bleak Hardware | 2,388 | → | ||
|
A cross platform Bluetooth Low Energy Client for Python using asyncio.
|
|||||
| 400 | pyquery HTML Manipulation | 2,381 | → | ||
|
A jQuery-like library for parsing HTML.
|
|||||
| 401 | scons Build Tools | 2,368 | → | ||
|
A software construction tool.
|
|||||
| 402 | psycopg PostgreSQL | 2,367 | → | ||
|
The most popular PostgreSQL adapter for Python.
|
|||||
| 403 | masonite Synchronous | 2,364 | → | ||
|
The modern and developer centric Python web framework.
|
|||||
| 404 | feedparser Content Extraction | 2,358 | → | ||
|
Universal feed parser.
|
|||||
| 405 | django-cacheops Caching | 2,268 | → | ||
|
A slick ORM cache with automatic granular event-driven invalidation.
|
|||||
| 406 | winpython Microsoft Windows | 2,252 | → | ||
|
Portable development environment for Windows 10/11.
|
|||||
| 407 | pyelftools General | 2,232 | → | ||
|
Parsing and analyzing ELF files and DWARF debugging information.
|
|||||
| 408 | feature_engine Machine Learning | 2,230 | → | ||
|
sklearn compatible API with the widest toolset for feature engineering and selection.
|
|||||
| 409 | rope Refactoring | 2,202 | → | ||
|
Rope is a python refactoring library.
|
|||||
| 410 | pyglet Desktop | 2,191 | → | ||
|
A cross-platform windowing and multimedia library for Python.
|
|||||
| 411 | shortuuid Unique identifiers | 2,181 | → | ||
|
A generator library for concise, unambiguous and URL-safe UUIDs.
|
|||||
| 412 | sentry-python Monitoring and Processes | 2,172 | → | ||
|
Sentry SDK for Python.
|
|||||
| 413 | pygments Parser | 2,149 | → | ||
|
A generic syntax highlighter.
|
|||||
| 414 | html2text Content Extraction | 2,145 | → | ||
|
Convert HTML to Markdown-formatted text.
|
|||||
| 415 | pynput Hardware | 2,135 | → | ||
|
A library to control and monitor input devices.
|
|||||
| 416 | microdot Asynchronous | 2,106 | → | ||
|
The impossibly small web framework for Python and MicroPython.
|
|||||
| 417 | msgpack Serialization | 2,078 | → | ||
|
MessagePack serializer implementation for Python.
|
|||||
| 418 | prospector Code Analysis | 2,075 | → | ||
|
A tool to analyze Python code.
|
|||||
| 419 | indico CMS | 2,056 | → | ||
|
A feature-rich event management system, made @ CERN.
|
|||||
| 420 | blinker Miscellaneous | 2,046 | → | ||
|
A fast Python in-process signal/event dispatching system.
|
|||||
| 421 | doit Build Tools | 2,043 | → | ||
|
A task runner and build tool.
|
|||||
| 422 | sqlite-utils SQLite | 2,042 | → | ||
|
Python CLI utility and library for manipulating SQLite databases.
|
|||||
| 423 | edgartools Financial Data | 2,039 | → | ||
|
Library for downloading structured data from SEC EDGAR filings and XBRL financial statements.
|
|||||
| 424 | arcade Game Development | 2,014 | → | ||
|
Arcade is a modern Python framework for crafting games with compelling graphics and sound.
|
|||||
| 425 | chaostoolkit Other | 2,005 | → | ||
|
A Chaos Engineering toolkit & Orchestration for Developers.
|
|||||
| 426 | qutip Quantum Computing | 1,999 | → | ||
|
Quantum Toolbox in Python.
|
|||||
| 427 | pybuilder Build Tools | 1,978 | → | ||
|
A continuous build tool written in pure Python.
|
|||||
| 428 | django-rules Permissions | 1,973 | → | ||
|
A tiny but powerful app providing object-level permissions to Django, without requiring a database.
|
|||||
| 429 | ipdb pdb-like Debugger | 1,972 | → | ||
|
IPython-enabled pdb.
|
|||||
| 430 | shiv Distribution | 1,927 | → | ||
|
A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included.
|
|||||
| 431 | pymatting Image Processing | 1,898 | → | ||
|
A library for alpha matting.
|
|||||
| 432 | mutagen Metadata | 1,887 | → | ||
|
A Python module to handle audio metadata.
|
|||||
| 433 | SpiffWorkflow Job Schedulers | 1,877 | → | ||
|
A powerful workflow engine implemented in pure Python.
|
|||||
| 434 | voluptuous Data Validation | 1,848 | → | ||
|
A Python data validation library primarily intended for validating data from untrusted sources.
|
|||||
| 435 | jet-bridge Admin Panels | 1,794 | → | ||
|
Admin panel framework for any application with nice UI (ex Jet Django).
|
|||||
| 436 | pypy Implementations | 1,712 | → | ||
|
A very fast and compliant implementation of the Python language.
|
|||||
| 437 | rpyc RPC | 1,698 | → | ||
|
(Remote Python Call) - A transparent and symmetric RPC library for Python.
|
|||||
| 438 | python-slugify General | 1,605 | → | ||
|
A Python slugify library that translates unicode to ASCII.
|
|||||
| 439 | cartopy Specialized | 1,599 | → | ||
|
A cartographic python library with matplotlib support.
|
|||||
| 440 | bidict Built-in Classes Enhancement | 1,577 | → | ||
|
Efficient, Pythonic bidirectional map data structures and related functionality.
|
|||||
| 441 | waitress WSGI | 1,576 | → | ||
|
Multi-threaded, powers Pyramid.
|
|||||
| 442 | enaml Desktop | 1,574 | → | ||
|
Creating beautiful user-interfaces with Declarative Syntax like QML.
|
|||||
| 443 | hypercorn ASGI | 1,558 | → | ||
|
An ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn.
|
|||||
| 444 | pyfiglet General | 1,553 | → | ||
|
An implementation of figlet written in Python.
|
|||||
| 445 | cx-Freeze Distribution | 1,538 | → | ||
|
It is a Python tool that converts Python scripts into standalone executables and installers for Windows, macOS, and Linux.
|
|||||
| 446 | django-countries Geolocation | 1,526 | → | ||
|
A Django app that provides a country field for models and forms.
|
|||||
| 447 | python-user-agents Parser | 1,516 | → | ||
|
Browser user agent parser.
|
|||||
| 448 | nox Test Runners | 1,513 | → | ||
|
Flexible test automation for Python.
|
|||||
| 449 | scanapi Frameworks | 1,486 | → | ||
|
Automated Testing and Documentation for your REST API.
|
|||||
| 450 | wand Image Processing | 1,483 | → | ||
|
Python bindings for MagickWand, C API for ImageMagick.
|
|||||
| 451 | polyfactory Object Factories | 1,453 | → | ||
|
mock data generation library with support to classes (continuation of
pydantic-factories) |
|||||
| 452 | babel General | 1,440 | → | ||
|
An internationalization library for Python.
|
|||||
| 453 | cassandra-driver NoSQL Databases | 1,428 | → | ||
|
The Python Driver for Apache Cassandra.
|
|||||
| 454 | webargs Framework Agnostic | 1,407 | → | ||
|
A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks.
|
|||||
| 455 | lumibot Financial Data | 1,357 | → | ||
|
Algorithmic trading framework for backtesting and live deployment across stocks, options, crypto, futures, and forex.
|
|||||
| 456 | cement CLI Development | 1,343 | → | ||
|
CLI Application Framework for Python.
|
|||||
| 457 | openbabel Biology and Chemistry | 1,309 | → | ||
|
A chemical toolbox designed to speak the many languages of chemical data.
|
|||||
| 458 | obspy Physics and Engineering | 1,294 | → | ||
|
A Python toolbox for seismology.
|
|||||
| 459 | clickhouse-driver Other Relational Databases | 1,293 | → | ||
|
Python driver with native interface for ClickHouse.
|
|||||
| 460 | markdown-it-py Markdown | 1,286 | → | ||
|
Markdown parser with 100% CommonMark support, extensions, and syntax plugins.
|
|||||
| 461 | pyexcel MS Office | 1,280 | → | ||
|
Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
|
|||||
| 462 | bub Orchestration | 1,273 | → | ||
|
A lightweight, hook-first Python framework for channel-native agents that live alongside people.
|
|||||
| 463 | repowise Code Analysis | 1,251 | → | ||
|
Codebase intelligence that indexes repos into dependency graphs, git history, and auto-generated docs with dead code detection.
|
|||||
| 464 | pynacl Cryptography | 1,192 | → | ||
|
Python binding to the Networking and Cryptography (NaCl) library.
|
|||||
| 465 | devpi Package Repositories | 1,166 | → | ||
|
PyPI server and packaging/testing/release tool.
|
|||||
| 466 | justhtml HTML Manipulation | 1,131 | → | ||
|
A pure Python HTML5 parser that just works.
|
|||||
| 467 | django-modern-rest Django | 1,129 | → | ||
|
Modern REST with speed, types, async,
msgspec, pydantic and other goodies! |
|||||
| 468 | apiflask Flask | 1,128 | → | ||
|
A lightweight Python web API framework based on Flask and Marshmallow.
|
|||||
| 469 | pickledb Database | 1,071 | → | ||
|
A simple and lightweight key-value store for Python.
|
|||||
| 470 | geojson Geolocation | 985 | → | ||
|
Python bindings and utilities for GeoJSON.
|
|||||
| 471 | flask-debugtoolbar Others | 979 | → | ||
|
A port of the django-debug-toolbar to flask.
|
|||||
| 472 | mpi4py Batch Processing | 907 | → | ||
|
Python bindings for MPI.
|
|||||
| 473 | memory_graph Others | 870 | → | ||
|
Visualize Python data at runtime to debug references, mutability, and aliasing.
|
|||||
| 474 | python-hunter Tracing | 865 | → | ||
|
A flexible code tracing toolkit.
|
|||||
| 475 | pygraphviz Specialized | 838 | → | ||
|
Python interface to Graphviz.
|
|||||
| 476 | tinytag Metadata | 810 | → | ||
|
A library for reading music meta data of MP3, OGG, FLAC and Wave files.
|
|||||
| 477 | pyvips Image Processing | 796 | → | ||
|
A fast image processing library with low memory needs.
|
|||||
| 478 | respx Mock | 790 | → | ||
|
Mock HTTPX with awesome request patterns and response side effects.
|
|||||
| 479 | ZODB Database | 753 | → | ||
|
A native object database for Python. A key-value and object graph database.
|
|||||
| 480 | python-nameparser Parser | 706 | → | ||
|
Parsing human names into their individual components.
|
|||||
| 481 | pysolr Search | 698 | → | ||
|
A lightweight Python wrapper for Apache Solr.
|
|||||
| 482 | markupsafe HTML Manipulation | 685 | → | ||
|
Implements a XML/HTML/XHTML Markup safe string for Python.
|
|||||
| 483 | micawber Content Extraction | 674 | → | ||
|
A small library for extracting rich content from URLs.
|
|||||
| 484 | pdf_oxide PDF | 671 | → | ||
|
A fast PDF library for text extraction, image extraction, and markdown conversion, powered by Rust.
|
|||||
| 485 | python-barcode Image Processing | 653 | → | ||
|
Create barcodes in Python with no extra dependencies.
|
|||||
| 486 | sentry-skills Agent Skills | 625 | → | ||
|
Python-focused engineering skills for code review, debugging, and backend workflows.
|
|||||
| 487 | unidecode General | 604 | → | ||
|
ASCII transliterations of Unicode text.
|
|||||
| 488 | TabGAN Machine Learning | 566 | → | ||
|
Synthetic tabular data generation using GANs, Diffusion Models, and LLMs.
|
|||||
| 489 | bandersnatch Package Repositories | 535 | → | ||
|
PyPI mirroring tool provided by Python Packaging Authority (PyPA).
|
|||||
| 490 | bitbake Build Tools | 512 | → | ||
|
A make-like build tool for embedded Linux.
|
|||||
| 491 | sqids Unique identifiers | 501 | → | ||
|
A library for generating short unique IDs from numbers.
|
|||||
| 492 | strawberry-django Django | 492 | → | ||
|
Strawberry GraphQL integration with Django.
|
|||||
| 493 | httptap HTTP Clients | 488 | → | ||
|
Dissects an HTTP request into DNS, TCP, TLS, wait, and transfer phases and renders the timings as a waterfall.
|
|||||
| 494 | desbordante General | 473 | → | ||
|
An open source data profiler for complex pattern discovery.
|
|||||
| 495 | mako Template Engines | 433 | → | ||
|
Hyperfast and lightweight templating for the Python platform.
|
|||||
| 496 | mssql-python Other Relational Databases | 415 | → | ||
|
Official Microsoft driver for SQL Server and Azure SQL, built on ODBC for high performance and low memory usage.
|
|||||
| 497 | pydy Physics and Engineering | 411 | → | ||
|
Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.
|
|||||
| 498 | func-to-web Admin Panels | 404 | → | ||
|
Instantly create web UIs from Python functions using type hints. Zero frontend code required.
|
|||||
| 499 | pyopengl Game Development | 403 | → | ||
|
Python ctypes bindings for OpenGL and it's related APIs.
|
|||||
| 500 | cclib Biology and Chemistry | 402 | → | ||
|
A library for parsing and interpreting the results of computational chemistry packages.
|
|||||
| 501 | manhole Tracing | 402 | → | ||
|
Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt.
|
|||||
| 502 | pathsim Simulation and Modeling | 363 | → | ||
|
A block-based system modeling and simulation framework with a browser-based visual editor.
|
|||||
| 503 | py-sdl2 Game Development | 339 | → | ||
|
A ctypes based wrapper for the SDL2 library.
|
|||||
| 504 | mocket Mock | 309 | → | ||
|
A socket mock framework with gevent/asyncio/SSL support.
|
|||||
| 505 | dogpile.cache Caching | 294 | → | ||
|
dogpile.cache is a next generation replacement for Beaker made by the same authors.
|
|||||
| 506 | ultraplot Plotting | 291 | → | ||
|
Matplotlib wrapper for publication-ready scientific figures with minimal code. Includes advanced subplot management, panel layouts, and batteries-included geoscience plotting.
|
|||||
| 507 | pangu.py General | 273 | → | ||
|
Paranoid text spacing.
|
|||||
| 508 | picows WebSocket | 264 | → | ||
|
Fastest WebSocket clients and servers with a frame level interface for the most demanding use-cases.
|
|||||
| 509 | django-mongodb-backend NoSQL Databases | 219 | → | ||
|
Official MongoDB database backend for Django.
|
|||||
| 510 | tinycss2 HTML Manipulation | 184 | → | ||
|
A low-level CSS parser and generator written in Python.
|
|||||
| 511 | tryton Miscellaneous | 180 | → | ||
|
A general-purpose business framework.
|
|||||
| 512 | pygobject Desktop | 156 | → | ||
|
Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
|
|||||
| 513 | pyside Desktop | 116 | → | ||
|
Qt for Python offers the official Python bindings for Qt, this is same as PyQt but it's the official binding with different licensing.
|
|||||
| 514 | logfmter Logging | 105 | → | ||
|
A standard library compatible logfmt formatter.
|
|||||
| 515 | django-ai-plugins Agent Skills | 51 | → | ||
|
Django backend agent skills for Django, DRF, Celery, and Django-specific code review.
|
|||||
| 516 | beautifulsoup HTML Manipulation | External | — | → | |
|
Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
|
|||||
| 517 | openpyxl MS Office | External | — | → | |
|
A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
|
|||||
| 518 | PyQt Desktop | External | — | → | |
|
Python bindings for the Qt cross-platform application and UI framework.
|
|||||
| 519 | reportlab PDF | External | — | → | |
|
Allowing Rapid creation of rich PDF documents.
|
|||||
| 520 | simpy Simulation and Modeling | GitLab | — | → | |
|
A process-based discrete-event simulation framework.
|
|||||
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