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| Row number | Tags | |||||
|---|---|---|---|---|---|---|
| 1 | boto3 Cloud Providers | 2,575,752,332 | 9,923 | Cloud Providers DevOps Tools DevOps | ||
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Python interface to Amazon Web Services.
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| 2 | urllib3 General | 1,497,356,480 | 4,080 | General HTTP Clients HTTP & Scraping | ||
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An HTTP library with thread-safe connection pooling, file post, and more.
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| 3 | charset-normalizer Encoding and Unicode | 1,386,311,139 | 806 | Encoding and Unicode Text Processing Text & Documents | ||
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Universal character encoding detector, and a dependency of requests.
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| 4 | requests General | 1,375,910,300 | 54,589 | General HTTP Clients HTTP & Scraping | ||
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HTTP Requests for Humans.
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| 5 | cryptography Cryptography | 1,255,932,764 | 7,829 | Cryptography Security | ||
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A package designed to expose cryptographic primitives and recipes to Python developers.
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| 6 | pyyaml Data Formats | 1,097,491,564 | 2,961 | Data Formats File Format Processing Text & Documents | ||
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A full-featured YAML framework for Python.
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| 7 | pygments Parser | 1,080,727,687 | 2,219 | Parser Text Processing Text & Documents | ||
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A generic syntax highlighter.
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| 8 | python-dateutil Date and Time | 1,061,351,030 | 2,641 | Date and Time Python Language | ||
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Extensions to the standard Python datetime module.
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| 9 | setuptools Build Backends | 1,044,410,774 | 2,870 | Build Backends Package Management Python Toolchain | ||
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The historical and still most widely used pyproject build backend.
|
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| 10 | pydantic Data Validation | 1,017,930,315 | 29,216 | Data Validation Data & Science | ||
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Data validation using Python type hints.
|
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| 11 | click General | 975,535,226 | 17,802 | General CLI Development CLI & GUI | ||
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A package for creating beautiful command-line interfaces in a composable way.
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| 12 | numpy Core | 970,715,342 | 33,188 | Core Science Data & Science | ||
|
A fundamental package for scientific computing with Python.
|
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| 13 | anyio Async I/O | 924,714,070 | 2,561 | Async I/O Asynchronous Programming Python Language | ||
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A high-level async concurrency and networking framework that works on top of asyncio or trio.
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| 14 | pytest Frameworks | 886,399,515 | 14,646 | Frameworks Testing Developer Tools | ||
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A mature full-featured Python testing tool.
|
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| 15 | attrs Built-in Classes Enhancement | 807,693,420 | 5,863 | Built-in Classes Enhancement Python Language | ||
|
Replacement for
__init__, __eq__, __repr__, etc. boilerplate in class definitions. |
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| 16 | markupsafe HTML Manipulation | 769,992,200 | 699 | HTML Manipulation Text & Documents | ||
|
Safely adds untrusted strings to HTML/XML markup.
|
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| 17 | httpx General | 722,230,671 | 15,701 | General HTTP Clients HTTP & Scraping | ||
|
A next-generation HTTP client for Python.
|
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| 18 | python-dotenv Configuration Files | 689,662,449 | 8,907 | Configuration Files Python Toolchain | ||
|
Reads key-value pairs from a
.env file and sets them as environment variables. |
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| 19 | pyjwt JWT | 683,972,982 | 5,721 | JWT Authentication Web Development | ||
|
JSON Web Token implementation in Python.
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| 20 | jinja Template Engines | 638,304,785 | 11,808 | Template Engines Web Development | ||
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A modern and designer-friendly templating language.
|
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| 21 | pandas Data Analysis | 634,090,940 | 50,326 | Data Analysis Data & Science | ||
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A library providing high-performance, easy-to-use data structures and data analysis tools.
|
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| 22 | starlette Asynchronous | 624,238,561 | 12,687 | Asynchronous Web Frameworks Web Development | ||
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A lightweight ASGI framework and toolkit for building high-performance async services.
|
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| 23 | pillow General | 600,150,537 | 13,935 | General Image Processing Media | ||
|
Pillow is the friendly PIL fork.
|
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| 24 | uvicorn ASGI | 591,943,844 | 11,043 | ASGI Web Servers Web Development | ||
|
A lightning-fast ASGI server implementation.
|
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| 25 | jsonschema Data Validation | 571,314,897 | 4,995 | Data Validation Data & Science | ||
|
An implementation of JSON Schema for Python.
|
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| 26 | rich Terminal Rendering | 523,955,706 | 57,662 | Terminal Rendering CLI Development CLI & GUI | ||
|
Python library for rich text and beautiful formatting in the terminal. Also provides a great
RichHandler log handler. |
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| 27 | markdown-it-py Markdown | 523,705,092 | 1,386 | Markdown File Format Processing Text & Documents | ||
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Markdown parser with 100% CommonMark support, extensions, and syntax plugins.
|
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| 28 | aiohttp General | 521,554,499 | 16,594 | General HTTP Clients HTTP & Scraping | ||
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Asynchronous HTTP client/server framework for asyncio and Python.
|
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| 29 | yarl URL Manipulation | 517,895,905 | 1,502 | URL Manipulation HTTP Clients HTTP & Scraping | ||
|
Yet another URL library.
|
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| 30 | pip Package Managers | 488,779,000 | 10,302 | Package Managers Package Management Python Toolchain | ||
|
The package installer for Python.
|
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| 31 | websockets WebSocket | 483,704,754 | 5,740 | WebSocket Web Development | ||
|
A library for building WebSocket servers and clients with a focus on correctness and simplicity.
|
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| 32 | fastapi Framework Agnostic | 482,471,199 | 104,169 | Framework Agnostic Web APIs Web Development | ||
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A modern, fast web framework for building APIs with standard Python type hints.
|
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| 33 | tqdm Terminal Rendering | 462,685,838 | 31,370 | Terminal Rendering CLI Development CLI & GUI | ||
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Fast, extensible progress bar for loops and CLI.
|
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| 34 | pydantic-settings Configuration Files | 440,781,934 | 1,492 | Configuration Files Python Toolchain | ||
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Settings management using Pydantic models with validation, loading from environment variables and secrets files.
|
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| 35 | lxml HTML Manipulation | 387,980,699 | 3,068 | HTML Manipulation Text & Documents | ||
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A very fast, easy-to-use and versatile library for handling HTML and XML.
|
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| 36 | sqlalchemy Relational Databases | 381,154,640 | 12,268 | Relational Databases ORM Database & Storage | ||
|
The Python SQL Toolkit and Object Relational Mapper.
|
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| 37 | ruff Linters and Formatters | 380,120,416 | 50,325 | Linters and Formatters Code Analysis Developer Tools | ||
|
An extremely fast Python linter and code formatter.
|
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| 38 | hatchling Build Backends | 363,740,060 | 7,245 | Build Backends Package Management Python Toolchain | ||
|
Modern, extensible build backend from the hatch project.
|
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| 39 | pyparsing Parser | 362,306,167 | 2,496 | Parser Text Processing Text & Documents | ||
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A Python library for creating PEG parsers.
|
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| 40 | grpcio RPC | 357,557,186 | 45,401 | RPC Web APIs Web Development | ||
|
HTTP/2-based RPC framework with Python bindings, built by Google.
|
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| 41 | scipy Core | 348,587,785 | 15,159 | Core Science Data & Science | ||
|
Fundamental algorithms for scientific computing in Python.
|
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| 42 | watchfiles Paths and File Watching | 341,111,644 | 2,556 | Paths and File Watching File Manipulation Text & Documents | ||
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Simple, modern and fast file watching and code reload in Python.
|
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| 43 | psutil Monitoring and Processes | 335,992,318 | 11,311 | Monitoring and Processes DevOps Tools DevOps | ||
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A cross-platform process and system utilities module.
|
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| 44 | httpx2 General | 327,047,405 | 1,595 | General HTTP Clients HTTP & Scraping | ||
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HTTP/1.1 and HTTP/2 client with sync and async APIs, maintained by Pydantic (httpx fork).
|
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| 45 | openpyxl Excel | 324,803,211 | External | — | Excel File Format Processing Text & Documents | |
|
A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
|
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| 46 | coverage Code Coverage | 319,019,002 | 3,424 | Code Coverage Testing Developer Tools | ||
|
Code coverage measurement.
|
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| 47 | beautifulsoup4 HTML Manipulation | 305,962,819 | External | — | HTML Manipulation Text & Documents | |
|
Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
|
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| 48 | typer General | 281,878,434 | 20,238 | General CLI Development CLI & GUI | ||
|
Modern CLI framework that uses Python type hints. Built on Click.
|
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| 49 | colorama Terminal Rendering | 279,515,403 | 3,796 | Terminal Rendering CLI Development CLI & GUI | ||
|
Cross-platform colored terminal text.
|
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| 50 | mcp Model Context Protocol | 279,423,539 | 24,688 | Model Context Protocol AI and Agents AI & ML | ||
|
The official Python SDK for building Model Context Protocol servers and clients.
|
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| 51 | uvloop Async I/O | 267,798,477 | 11,917 | Async I/O Asynchronous Programming Python Language | ||
|
Ultra-fast asyncio event loop.
|
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| 52 | cachetools General | 260,841,612 | 2,790 | General Caching Database & Storage | ||
|
Extensible memoizing collections and decorators.
|
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| 53 | oauthlib OAuth | 255,552,215 | 2,985 | OAuth Authentication Web Development | ||
|
A generic and thorough implementation of the OAuth request-signing logic.
|
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| 54 | more-itertools Functional Programming | 250,044,712 | 4,103 | Functional Programming Python Language | ||
|
More routines for operating on iterables, beyond
itertools. |
||||||
| 55 | virtualenv Environment Management | 247,449,134 | 5,059 | Environment Management Python Toolchain | ||
|
A tool to create isolated Python environments.
|
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| 56 | sortedcontainers Algorithms | 240,960,498 | 3,988 | Algorithms Algorithms and Design Patterns Developer Tools | ||
|
Fast and pure-Python implementation of sorted collections.
|
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| 57 | networkx Graphs and Networks | 232,243,978 | 17,364 | Graphs and Networks Science Data & Science | ||
|
High-productivity software for complex networks.
|
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| 58 | redis NoSQL Databases | 229,319,764 | 13,651 | NoSQL Databases Database Drivers Database & Storage | ||
|
The Python client for Redis.
|
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| 59 | msgpack Data Formats | 224,351,482 | 2,108 | Data Formats Serialization Database & Storage | ||
|
MessagePack serializer implementation for Python.
|
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| 60 | mako Template Engines | 213,068,325 | 460 | Template Engines Web Development | ||
|
Hyperfast and lightweight templating for the Python platform.
|
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| 61 | orjson Data Formats | 211,336,553 | 8,277 | Data Formats Serialization Database & Storage | ||
|
Fast, correct JSON library.
|
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| 62 | prompt_toolkit General | 209,056,517 | 10,602 | General CLI Development CLI & GUI | ||
|
A library for building powerful interactive command lines.
|
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| 63 | itsdangerous Cryptography | 208,222,139 | 3,140 | Cryptography Security | ||
|
Safely pass trusted data to untrusted environments and back.
|
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| 64 | scikit-learn General | 203,406,797 | 67,969 | General Machine Learning AI & ML | ||
|
The most popular Python library for machine learning with extensive documentation and community support.
|
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| 65 | cloudpickle Object Pickling | 195,810,016 | 1,947 | Object Pickling Serialization Database & Storage | ||
|
Extends pickle to functions, lambdas, and interactively defined classes, for shipping code to remote workers.
|
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| 66 | mypy Type Checkers | 191,532,489 | 20,703 | Type Checkers Code Analysis Developer Tools | ||
|
A static type checker for Python.
|
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| 67 | joblib Distributed Computing | 181,834,734 | 4,414 | Distributed Computing DevOps | ||
|
Parallel computing and disk-based caching for Python functions.
|
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| 68 | matplotlib Plotting | 179,085,937 | 23,395 | Plotting Data Visualization Data & Science | ||
|
A comprehensive library for creating static, animated, and interactive visualizations.
|
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| 69 | flask Synchronous | 177,644,522 | 74,970 | Synchronous Web Frameworks Web Development | ||
|
A microframework for Python.
|
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| 70 | psycopg PostgreSQL | 177,641,397 | 2,512 | PostgreSQL Database Drivers Database & Storage | ||
|
A PostgreSQL adapter for Python, the successor to psycopg2.
|
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| 71 | pynacl Cryptography | 174,232,455 | 1,210 | Cryptography Security | ||
|
Python binding to libsodium, a fork of the Networking and Cryptography (NaCl) library.
|
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| 72 | blinker Miscellaneous | 170,644,374 | 2,108 | Miscellaneous Other | ||
|
A fast Python in-process signal/event dispatching system.
|
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| 73 | chardet Encoding and Unicode | 166,404,049 | 2,680 | Encoding and Unicode Text Processing Text & Documents | ||
|
Python character encoding detector.
|
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| 74 | pypdf PDF | 164,696,135 | 10,273 | PDF File Format Processing Text & Documents | ||
|
A library capable of splitting, merging, cropping, and transforming PDF pages.
|
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| 75 | langchain Orchestration | 162,544,251 | 148,569 | Orchestration AI and Agents AI & ML | ||
|
A framework for building agents and LLM-powered applications.
|
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| 76 | dill Object Pickling | 156,426,306 | 2,449 | Object Pickling Serialization Database & Storage | ||
|
Extends pickle to serialize almost any object, including closures and interpreter sessions.
|
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| 77 | pre-commit Git Hooks | 152,890,078 | 15,666 | Git Hooks Code Analysis Developer Tools | ||
|
A framework for managing and maintaining multi-language pre-commit hooks.
|
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| 78 | sentry-sdk Monitoring and Processes | 149,478,869 | 2,218 | Monitoring and Processes DevOps Tools DevOps | ||
|
Sentry SDK for Python.
|
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| 79 | uv Package Managers | 149,376,694 | 91,263 | Package Managers Environment Management Package Management Python Toolchain | ||
|
An extremely fast Python version, package and project manager, written in Rust.
|
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| 80 | sympy Symbolic Mathematics | 147,091,422 | 15,040 | Symbolic Mathematics Science Data & Science | ||
|
A Python library for symbolic mathematics.
|
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| 81 | xlsxwriter Excel | 142,370,447 | 3,988 | Excel File Format Processing Text & Documents | ||
|
A Python module for creating Excel .xlsx files.
|
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| 82 | asyncpg PostgreSQL | 131,920,057 | 8,115 | PostgreSQL Database Drivers Database & Storage | ||
|
A fast PostgreSQL database client library for Python/asyncio.
|
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| 83 | rapidfuzz Fuzzy Matching | 129,780,040 | 4,182 | Fuzzy Matching Text Processing Text & Documents | ||
|
Rapid fuzzy string matching using various string metrics, with a C++ core.
|
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| 84 | authlib OAuth | 123,708,879 | 5,441 | OAuth Authentication Web Development | ||
|
A comprehensive library for building OAuth, OpenID Connect, and JWT/JWS/JWE/JWK/JWA.
|
||||||
| 85 | black Linters and Formatters | 123,064,016 | 42,067 | Linters and Formatters Code Analysis Developer Tools | ||
|
The uncompromising Python code formatter.
|
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| 86 | sqlparse Parser | 119,655,968 | 4,022 | Parser Text Processing Text & Documents | ||
|
A non-validating SQL parser.
|
||||||
| 87 | playwright-python Browser Automation | 118,897,011 | 15,070 | Browser Automation Testing Developer Tools | ||
|
Python version of the Playwright testing and automation library.
|
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| 88 | python-docx Word | 116,933,897 | 5,751 | Word File Format Processing Text & Documents | ||
|
Creates, reads, and updates Microsoft Word (.docx) files.
|
||||||
| 89 | babel Internationalization | 115,768,662 | 1,472 | Internationalization Text Processing Text & Documents | ||
|
An internationalization library for Python.
|
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| 90 | tornado Asynchronous | 113,001,916 | 22,165 | Asynchronous Web Frameworks Web Development | ||
|
A web framework and asynchronous networking library.
|
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| 91 | gunicorn WSGI | 112,605,031 | 10,712 | WSGI Web Servers Web Development | ||
|
A pre-fork WSGI server with a native ASGI worker, ported from Ruby's Unicorn project.
|
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| 92 | markdown Markdown | 111,478,253 | 4,255 | Markdown File Format Processing Text & Documents | ||
|
A Python implementation of John Gruber's Markdown.
|
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| 93 | paramiko Cryptography | 110,685,866 | 9,885 | Cryptography Security | ||
|
The leading native Python SSHv2 protocol library.
|
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| 94 | structlog Logging | 109,650,257 | 4,982 | Logging DevOps | ||
|
Structured logging made easy.
|
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| 95 | transformers Pre-trained Models | 108,909,364 | 168,256 | Pre-trained Models AI and Agents AI & ML | ||
|
The model-definition framework for pretrained models in text, computer vision, audio, video, and multimodal tasks, for inference and training.
|
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| 96 | pymupdf PDF | 108,381,976 | 11,003 | PDF File Format Processing Text & Documents | ||
|
A fast MuPDF-based library for extracting, rendering, and editing PDFs and other documents.
|
||||||
| 97 | ipython Interactive Interpreter | 108,239,048 | 16,794 | Interactive Interpreter Developer Tools | ||
|
A powerful interactive Python shell, and the kernel behind Jupyter notebooks.
|
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| 98 | xmltodict HTML Manipulation | 106,809,727 | 5,760 | HTML Manipulation Text & Documents | ||
|
Makes working with XML feel like working with JSON.
|
||||||
| 99 | python-pptx PowerPoint | 101,179,651 | 3,568 | PowerPoint File Format Processing Text & Documents | ||
|
Python library for creating and updating PowerPoint (.pptx) files.
|
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| 100 | watchdog Paths and File Watching | 100,236,666 | 7,428 | Paths and File Watching File Manipulation Text & Documents | ||
|
API and shell utilities to monitor file system events.
|
||||||
| 101 | isort Linters and Formatters | 97,219,781 | 6,960 | Linters and Formatters Code Analysis Developer Tools | ||
|
A Python utility / library to sort imports.
|
||||||
| 102 | marshmallow Data Formats | 89,610,978 | 7,244 | Data Formats Serialization Database & Storage | ||
|
A lightweight library for converting complex objects to and from simple Python datatypes.
|
||||||
| 103 | poetry-core Build Backends | 89,061,055 | 481 | Build Backends Package Management Python Toolchain | ||
|
Poetry's PEP 517 build backend, usable without Poetry itself.
|
||||||
| 104 | awscli Cloud Providers | 87,701,000 | 17,330 | Cloud Providers DevOps Tools DevOps | ||
|
Universal Command Line Interface for Amazon Web Services; the PyPI package is v1, in maintenance mode, while v2 ships as AWS's bundled installer.
|
||||||
| 105 | Cython Implementations | 85,622,615 | 10,885 | Implementations Python Language | ||
|
Optimizing static compiler for Python.
|
||||||
| 106 | awswrangler General | 84,254,209 | 4,124 | General Data Ingestion / ETL Data & Science | ||
|
Pandas integration with AWS services like Athena, Glue, Redshift, S3, and DynamoDB.
|
||||||
| 107 | uuid-utils Built-in Classes Enhancement | 81,522,112 | 374 | Built-in Classes Enhancement Python Language | ||
|
A fast, Rust-backed drop-in replacement for Python's built-in
uuid module. |
||||||
| 108 | pymysql MySQL | 78,597,412 | 7,855 | MySQL Database Drivers Database & Storage | ||
|
A pure-Python MySQL and MariaDB client library, based on PEP 249.
|
||||||
| 109 | cyclopts General | 76,231,990 | 1,283 | General CLI Development CLI & GUI | ||
|
Build CLIs from type-hinted functions, with docstring-based help.
|
||||||
| 110 | reportlab PDF | 75,949,856 | External | — | PDF File Format Processing Text & Documents | |
|
An open-source library for generating PDFs and graphics.
|
||||||
| 111 | loguru Logging | 75,429,504 | 24,154 | Logging DevOps | ||
|
A library that aims to bring enjoyable logging to Python.
|
||||||
| 112 | python-slugify Transliteration and Slugs | 73,942,273 | 1,628 | Transliteration and Slugs Text Processing Text & Documents | ||
|
A Python slugify library that translates unicode to ASCII.
|
||||||
| 113 | faker Fake Data | 73,455,380 | 19,466 | Fake Data Testing Developer Tools | ||
|
A Python package that generates fake data.
|
||||||
| 114 | shapely Computational Geometry | 72,184,662 | 4,533 | Computational Geometry Science Data & Science | ||
|
Manipulation and analysis of geometric objects in the Cartesian plane.
|
||||||
| 115 | mistune Markdown | 70,641,737 | 3,080 | Markdown File Format Processing Text & Documents | ||
|
A fast yet powerful Python Markdown parser with renderers and plugins.
|
||||||
| 116 | pymongo NoSQL Databases | 70,261,034 | 4,361 | NoSQL Databases Database Drivers Database & Storage | ||
|
The official Python client for MongoDB.
|
||||||
| 117 | duckdb Analytical | 67,742,585 | 42,642 | Analytical Database Database & Storage | ||
|
An in-process SQL OLAP database management system, optimized for analytics and fast queries, similar to SQLite but for analytical workloads.
|
||||||
| 118 | invoke Build Tools | 67,544,632 | 4,780 | Build Tools Developer Tools | ||
|
A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
|
||||||
| 119 | toolz Functional Programming | 66,924,503 | 5,162 | Functional Programming Python Language | ||
|
A collection of functional utilities for iterators, functions, and dictionaries. Also available as cytoolz for Cython-accelerated performance.
|
||||||
| 120 | hypothesis Frameworks | 63,023,121 | 9,113 | Frameworks Testing Developer Tools | ||
|
Hypothesis is an advanced QuickCheck-style property-based testing library.
|
||||||
| 121 | pdfminer.six PDF | 62,606,165 | 7,046 | PDF File Format Processing Text & Documents | ||
|
A community-maintained fork of PDFMiner for extracting information from PDF documents.
|
||||||
| 122 | numba Core | 62,304,633 | 11,193 | Core Science Data & Science | ||
|
A NumPy-aware JIT compiler for Python, using LLVM.
|
||||||
| 123 | responses Mock | 62,191,500 | 4,343 | Mock Testing Developer Tools | ||
|
A utility library for mocking out the requests Python library.
|
||||||
| 124 | pytorch Frameworks | 61,348,420 | 105,130 | Frameworks Deep Learning AI & ML | ||
|
Tensors and dynamic neural networks in Python with strong GPU acceleration.
|
||||||
| 125 | fastmcp Model Context Protocol | 59,833,011 | 28,219 | Model Context Protocol AI and Agents AI & ML | ||
|
A high-level, Pythonic framework for building MCP servers and clients.
|
||||||
| 126 | polars Data Analysis | 59,733,180 | 40,220 | Data Analysis Data & Science | ||
|
A fast DataFrame library implemented in Rust with a Python API.
|
||||||
| 127 | textual TUI Frameworks | 58,768,747 | 37,533 | TUI Frameworks CLI Development CLI & GUI | ||
|
A framework for building interactive user interfaces that run in the terminal and the browser.
|
||||||
| 128 | markdownify Content Extraction | 57,882,124 | 2,260 | Content Extraction Web Scraping HTTP & Scraping | ||
|
Convert HTML to Markdown, with customizable tag handling.
|
||||||
| 129 | plotly Plotting | 57,096,627 | 18,856 | Plotting Data Visualization Data & Science | ||
|
Interactive graphing library for Python.
|
||||||
| 130 | pendulum Date and Time | 55,250,816 | 6,680 | Date and Time Python Language | ||
|
Python datetimes made easy.
|
||||||
| 131 | langgraph Orchestration | 54,187,458 | 44,005 | Orchestration AI and Agents AI & ML | ||
|
Low-level orchestration framework for building stateful, long-running LLM agents.
|
||||||
| 132 | pyspark Distributed Computing | 49,667,294 | 44,346 | Distributed Computing DevOps | ||
|
Apache Spark Python API.
|
||||||
| 133 | celery Task Queues | 49,449,977 | 29,086 | Task Queues DevOps | ||
|
An asynchronous task queue/job queue based on distributed message passing.
|
||||||
| 134 | pyright Type Checkers | 48,400,483 | 15,708 | Type Checkers Code Analysis Developer Tools | ||
|
Full-featured static type checker for Python from Microsoft, the engine behind Pylance.
|
||||||
| 135 | ty Type Checkers | 47,966,366 | 19,973 | Type Checkers Code Analysis Developer Tools | ||
|
An extremely fast Python type checker and language server.
|
||||||
| 136 | django Synchronous | 47,672,685 | 91,564 | Synchronous Web Frameworks Web Development | ||
|
A high-level web framework that encourages rapid development and clean, pragmatic design.
|
||||||
| 137 | av Video | 44,762,738 | 3,320 | Video Audio & Video Processing Media | ||
|
Pythonic bindings for FFmpeg's libraries.
|
||||||
| 138 | nltk General | 44,658,865 | 14,760 | General Natural Language Processing AI & ML | ||
|
A leading platform for building Python programs to work with human language data.
|
||||||
| 139 | confluent-kafka Messaging | 44,585,463 | 525 | Messaging DevOps | ||
|
Confluent's Python client for Apache Kafka, built on librdkafka.
|
||||||
| 140 | poetry Package Managers | 44,546,190 | 34,324 | Package Managers Package Management Python Toolchain | ||
|
Python dependency management and packaging made easy.
|
||||||
| 141 | flake8 Linters and Formatters | 42,674,933 | 3,832 | Linters and Formatters Code Analysis Developer Tools | ||
|
A wrapper around
pycodestyle, pyflakes and McCabe. |
||||||
| 142 | peewee Relational Databases | 42,321,276 | 11,997 | Relational Databases ORM Database & Storage | ||
|
A small, expressive ORM.
|
||||||
| 143 | temporalio Workflow Orchestration | 42,019,699 | 1,237 | Workflow Orchestration Job Schedulers DevOps | ||
|
Temporal SDK for durable, fault-tolerant workflows that survive crashes and retries.
|
||||||
| 144 | altair Plotting | 41,919,567 | 10,506 | Plotting Data Visualization Data & Science | ||
|
Declarative statistical visualization library for Python.
|
||||||
| 145 | apscheduler Task Scheduling | 41,244,074 | 7,672 | Task Scheduling Job Schedulers DevOps | ||
|
A light but powerful in-process task scheduler that lets you schedule functions.
|
||||||
| 146 | dateparser Date and Time | 40,910,368 | 2,860 | Date and Time Python Language | ||
|
A Python parser for human-readable dates in over 200 language locales.
|
||||||
| 147 | trio Async I/O | 40,737,030 | 7,356 | Async I/O Asynchronous Programming Python Language | ||
|
A friendly library for async concurrency and I/O.
|
||||||
| 148 | pylint Linters and Formatters | 40,438,918 | 5,741 | Linters and Formatters Code Analysis Developer Tools | ||
|
A fully customizable source code analyzer.
|
||||||
| 149 | phonenumbers Parser | 40,045,566 | 3,775 | Parser Text Processing Text & Documents | ||
|
Parsing, formatting, storing and validating international phone numbers.
|
||||||
| 150 | nh3 Web Security | 39,272,450 | 403 | Web Security Security | ||
|
Python binding to the ammonia HTML sanitizer, a fast replacement for bleach.
|
||||||
| 151 | weasyprint HTML-to-PDF | 38,736,807 | 9,735 | HTML-to-PDF File Format Processing Text & Documents | ||
|
A visual rendering engine for HTML and CSS that can export to PDF.
|
||||||
| 152 | pgvector PostgreSQL | 38,300,853 | 1,539 | PostgreSQL Database Drivers Database & Storage | ||
|
pgvector support for Python, adding vector types and similarity search to psycopg, asyncpg, SQLAlchemy, and Django.
|
||||||
| 153 | opensearch-py Full-Text Search | 38,075,238 | 473 | Full-Text Search Search Database & Storage | ||
|
The official low-level Python client for OpenSearch.
|
||||||
| 154 | graphviz Specialized | 36,271,572 | 1,817 | Specialized Data Visualization Data & Science | ||
|
Simple Python interface for creating and rendering Graphviz graphs.
|
||||||
| 155 | statsmodels Statistics | 36,075,150 | 11,721 | Statistics Science Data & Science | ||
|
Statistical modeling and econometrics in Python.
|
||||||
| 156 | msgspec Data Formats | 35,897,697 | 4,188 | Data Formats Serialization Database & Storage | ||
|
A fast serialization and validation library supporting JSON, MessagePack, YAML, and TOML.
|
||||||
| 157 | pip-audit Dependency Audits | 35,164,212 | 1,386 | Dependency Audits Supply Chain Security Security | ||
|
Audits Python environments and dependency trees for known vulnerabilities, using the Python Packaging Advisory Database or OSV.
|
||||||
| 158 | elasticsearch Full-Text Search | 34,948,656 | 4,394 | Full-Text Search Search Database & Storage | ||
|
The official low-level Python client for Elasticsearch.
|
||||||
| 159 | qrcode Barcodes and QR Codes | 34,260,372 | 4,951 | Barcodes and QR Codes Image Processing Media | ||
|
A pure Python QR Code generator.
|
||||||
| 160 | opencv-python General | 34,004,271 | 5,435 | General Computer Vision AI & ML | ||
|
Open Source Computer Vision Library.
|
||||||
| 161 | claude-agent-sdk Vendor Agent SDKs | 33,528,281 | 8,366 | Vendor Agent SDKs AI and Agents AI & ML | ||
|
Anthropic's Python SDK for building AI agents on Claude Code's harness — custom tools, in-process MCP servers, hooks.
|
||||||
| 162 | clickhouse-connect ClickHouse | 32,151,860 | 533 | ClickHouse Database Drivers Database & Storage | ||
|
The official ClickHouse client, with SQLAlchemy and Superset connectors.
|
||||||
| 163 | xgboost Gradient Boosting | 31,502,107 | 28,916 | Gradient Boosting Machine Learning AI & ML | ||
|
A scalable, portable, and distributed gradient boosting library.
|
||||||
| 164 | import-linter General | 31,284,143 | 1,240 | General Code Analysis Developer Tools | ||
|
A linter that enforces architectural constraints on imports between Python modules.
|
||||||
| 165 | notebook Interactive Interpreter | 31,093,539 | 13,461 | Interactive Interpreter Developer Tools | ||
|
A web-based notebook environment for interactive computing.
|
||||||
| 166 | selenium Browser Automation | 31,067,163 | 34,567 | Browser Automation Testing Developer Tools | ||
| 167 | seaborn Plotting | 31,007,446 | 14,088 | Plotting Data Visualization Data & Science | ||
|
Statistical data visualization using Matplotlib.
|
||||||
| 168 | soundfile Audio | 30,868,847 | 869 | Audio Audio & Video Processing Media | ||
|
An audio library for reading and writing sound files, based on libsndfile, CFFI, and NumPy.
|
||||||
| 169 | dask Distributed Computing | 30,593,001 | 13,937 | Distributed Computing DevOps | ||
|
A flexible parallel computing library for analytic computing.
|
||||||
| 170 | respx Mock | 29,501,903 | 842 | Mock Testing Developer Tools | ||
|
Mock HTTPX with awesome request patterns and response side effects.
|
||||||
| 171 | pyodbc Other Relational Databases | 29,267,408 | 3,089 | Other Relational Databases Database Drivers Database & Storage | ||
|
An ODBC bridge for connecting to SQL Server and any other ODBC-accessible database.
|
||||||
| 172 | bandit Linters and Formatters | 28,311,867 | 8,355 | Linters and Formatters Code Analysis Developer Tools | ||
|
A tool designed to find common security issues in Python code.
|
||||||
| 173 | unidecode Transliteration and Slugs | 28,286,542 | 611 | Transliteration and Slugs Text Processing Text & Documents | ||
|
ASCII transliterations of Unicode text.
|
||||||
| 174 | boltons Miscellaneous | 28,003,649 | 6,939 | Miscellaneous Other | ||
|
A set of pure-Python utilities.
|
||||||
| 175 | django-rest-framework Django | 27,890,519 | 30,218 | Django Web APIs Web Development | ||
|
A powerful and flexible toolkit to build web APIs.
|
||||||
| 176 | bidict Built-in Classes Enhancement | 27,706,024 | 1,588 | Built-in Classes Enhancement Python Language | ||
|
Efficient, Pythonic bidirectional map data structures and related functionality.
|
||||||
| 177 | gevent Async I/O | 27,558,741 | 6,443 | Async I/O Asynchronous Programming Python Language | ||
|
A coroutine-based Python networking library that uses greenlet.
|
||||||
| 178 | scikit-image General | 26,679,273 | 6,628 | General Image Processing Media | ||
|
A Python library for (scientific) image processing.
|
||||||
| 179 | sqlmodel Relational Databases | 26,289,899 | 18,510 | Relational Databases ORM Database & Storage | ||
|
SQLModel is based on Python type annotations, and powered by Pydantic and SQLAlchemy.
|
||||||
| 180 | diskcache General | 25,842,452 | 2,917 | General Caching Database & Storage | ||
|
SQLite and file-backed cache backend, compatible with Django.
|
||||||
| 181 | python-magic File Type Detection | 24,769,971 | 2,922 | File Type Detection File Manipulation Text & Documents | ||
|
A Python interface to the libmagic file type identification library.
|
||||||
| 182 | factory-boy Object Factories | 23,386,166 | 3,811 | Object Factories Testing Developer Tools | ||
|
A test fixtures replacement for Python.
|
||||||
| 183 | streamlit Dashboards and Apps | 22,870,504 | 46,157 | Dashboards and Apps Data Visualization Data & Science | ||
|
A framework which lets you build dashboards, generate reports, or create chat apps in minutes.
|
||||||
| 184 | spacy General | 22,519,184 | 33,998 | General Natural Language Processing AI & ML | ||
|
A library for industrial-strength natural language processing in Python and Cython.
|
||||||
| 185 | sentence-transformers Pre-trained Models | 22,485,023 | 19,227 | Pre-trained Models AI and Agents AI & ML | ||
|
Compute embeddings, run retrieval, and rerank results with pretrained and fine-tuned models.
|
||||||
| 186 | time-machine Mock | 21,770,619 | 1,019 | Mock Testing Developer Tools | ||
|
Travel through time in your tests by mocking the current time at the C level.
|
||||||
| 187 | flit-core Build Backends | 21,616,270 | 2,258 | Build Backends Package Management Python Toolchain | ||
|
Minimal, dependency-free build backend for pure-Python packages.
|
||||||
| 188 | lightgbm Gradient Boosting | 21,132,477 | 18,932 | Gradient Boosting Machine Learning AI & ML | ||
|
A fast, distributed, high-performance gradient boosting framework.
|
||||||
| 189 | vcrpy Mock | 20,851,784 | 3,022 | Mock Testing Developer Tools | ||
|
Record and replay HTTP interactions in your tests.
|
||||||
| 190 | shortuuid Unique identifiers | 20,000,801 | 2,196 | Unique identifiers Text Processing Text & Documents | ||
|
A generator library for concise, unambiguous and URL-safe UUIDs.
|
||||||
| 191 | sphinx Documentation | 19,790,430 | 8,084 | Documentation Developer Tools | ||
|
Python documentation generator.
|
||||||
| 192 | pytesseract OCR | 19,535,171 | 6,397 | OCR Computer Vision AI & ML | ||
|
A wrapper for the Tesseract OCR engine.
|
||||||
| 193 | great-expectations Data Validation | 19,534,089 | 11,906 | Data Validation Data & Science | ||
|
A data quality framework for validating, documenting, and profiling data with declarative expectations.
|
||||||
| 194 | oracledb Other Relational Databases | 19,329,624 | 456 | Other Relational Databases Database Drivers Database & Storage | ||
|
The official Python driver for Oracle Database, successor to cx_Oracle.
|
||||||
| 195 | uv-build Build Backends | 19,131,732 | 91,263 | Build Backends Package Management Python Toolchain | ||
|
uv's fast, minimal build backend for pure-Python projects.
|
||||||
| 196 | py-spy Profiler | 19,117,915 | 15,608 | Profiler Debugging Tools Developer Tools | ||
|
A sampling profiler for Python programs. Written in Rust.
|
||||||
| 197 | magika File Type Detection | 18,346,297 | 18,745 | File Type Detection File Manipulation Text & Documents | ||
|
Detects file content types with a deep-learning model.
|
||||||
| 198 | whitenoise Web Asset Management | 17,757,184 | 2,766 | Web Asset Management Web Development | ||
|
Simplified static file serving for WSGI apps, with compression and caching headers.
|
||||||
| 199 | pydub Audio | 17,458,358 | 9,803 | Audio Audio & Video Processing Media | ||
|
Manipulate audio with a simple and easy, high-level interface.
|
||||||
| 200 | logfire Logging | 17,270,348 | 4,522 | Logging DevOps | ||
|
The observability platform for Python, from the makers of Pydantic.
|
||||||
| 201 | yt-dlp Downloaders | 17,251,546 | 203,002 | Downloaders CLI Tools CLI & GUI | ||
|
A command-line video downloader for YouTube and other sites, a fork of youtube-dl.
|
||||||
| 202 | markitdown File Conversion | 16,975,590 | 192,568 | File Conversion File Format Processing Text & Documents | ||
|
Python tool for converting files and office documents to Markdown.
|
||||||
| 203 | pywin32 Microsoft Windows | 16,862,442 | 5,633 | Microsoft Windows Other | ||
|
Python extensions for Windows.
|
||||||
| 204 | tox Test Runners | 16,813,918 | 3,976 | Test Runners Testing Developer Tools | ||
|
Automatically builds and tests distributions in multiple Python versions.
|
||||||
| 205 | yfinance Financial Data | 16,797,148 | 25,628 | Financial Data Data Ingestion / ETL Data & Science | ||
|
Easy Pythonic way to download market and financial data from Yahoo Finance.
|
||||||
| 206 | mysqlclient MySQL | 16,584,809 | 2,538 | MySQL Database Drivers Database & Storage | ||
|
MySQL and MariaDB connector (MySQLdb1 fork).
|
||||||
| 207 | hydra-core Configuration Files | 16,055,464 | 10,720 | Configuration Files Python Toolchain | ||
|
Hydra is a framework for elegantly configuring complex applications.
|
||||||
| 208 | vulture General | 16,012,641 | 4,864 | General Code Analysis Developer Tools | ||
|
A tool for finding and analyzing dead Python code.
|
||||||
| 209 | feedparser Content Extraction | 15,620,116 | 2,451 | Content Extraction Web Scraping HTTP & Scraping | ||
|
Universal feed parser.
|
||||||
| 210 | ftfy Encoding and Unicode | 15,466,539 | 4,067 | Encoding and Unicode Text Processing Text & Documents | ||
|
Makes Unicode text less broken and more consistent automagically.
|
||||||
| 211 | geopandas Geolocation | 15,448,925 | 5,289 | Geolocation Data & Science | ||
|
Python tools for geographic data (GeoSeries/GeoDataFrame) built on pandas.
|
||||||
| 212 | ray Distributed Computing | 15,407,133 | 44,132 | Distributed Computing DevOps | ||
|
A unified framework for scaling AI and Python applications.
|
||||||
| 213 | openai-agents Vendor Agent SDKs | 15,400,681 | 30,337 | Vendor Agent SDKs AI and Agents AI & ML | ||
|
OpenAI's framework for building and managing AI agents.
|
||||||
| 214 | Twisted Async I/O | 15,152,363 | 5,995 | Async I/O Asynchronous Programming Python Language | ||
|
An event-driven networking engine.
|
||||||
| 215 | faster-whisper Speech | 15,140,380 | 26,234 | Speech AI and Agents AI & ML | ||
|
A Whisper reimplementation on CTranslate2, up to 4 times faster than openai-whisper with less memory.
|
||||||
| 216 | trafilatura Content Extraction | 15,010,626 | 7,029 | Content Extraction Web Scraping HTTP & Scraping | ||
|
A tool for gathering text and metadata from the web, with built-in content filtering.
|
||||||
| 217 | pyserial Hardware | 15,003,972 | 3,586 | Hardware Other | ||
|
Python serial port access library for Windows, macOS, Linux, and BSD.
|
||||||
| 218 | django-storages Web Asset Management | 14,664,593 | 2,961 | Web Asset Management Web Development | ||
|
A collection of custom storage back ends for Django.
|
||||||
| 219 | mkdocs-material Documentation | 14,546,723 | 27,587 | Documentation Developer Tools | ||
|
A documentation framework and Material Design theme built on MkDocs.
|
||||||
| 220 | optuna Hyperparameter Optimization | 13,888,125 | 14,975 | Hyperparameter Optimization Machine Learning AI & ML | ||
|
A hyperparameter optimization framework with define-by-run search spaces and pruning of unpromising trials.
|
||||||
| 221 | ipdb pdb-like Debugger | 13,776,717 | 1,976 | pdb-like Debugger Debugging Tools Developer Tools | ||
|
IPython-enabled pdb.
|
||||||
| 222 | tensorflow Frameworks | 13,709,267 | 201,312 | Frameworks Deep Learning AI & ML | ||
|
An end-to-end machine learning platform from Google.
|
||||||
| 223 | huey Task Queues | 13,659,498 | 6,056 | Task Queues DevOps | ||
|
A little task queue with multi-process, multi-thread, or greenlet workers.
|
||||||
| 224 | ollama Local LLM Inference | 13,474,121 | 10,634 | Local LLM Inference AI and Agents AI & ML | ||
|
Python client for Ollama, which downloads and runs open-weight LLMs locally.
|
||||||
| 225 | polyfactory Object Factories | 12,794,788 | 1,518 | Object Factories Testing Developer Tools | ||
|
A mock data generation library based on type hints (continuation of
pydantic-factories). |
||||||
| 226 | faiss-cpu Vector Search | 12,715,587 | 41,220 | Vector Search Search Database & Storage | ||
|
A library for efficient similarity search and clustering of dense vectors.
|
||||||
| 227 | aiosmtplib Email | 12,611,711 | 436 | Email HTTP & Scraping | ||
|
An asyncio SMTP client.
|
||||||
| 228 | pika Messaging | 12,551,089 | 3,890 | Messaging DevOps | ||
|
Pure-Python RabbitMQ/AMQP 0-9-1 client library.
|
||||||
| 229 | geopy Geolocation | 12,425,710 | 4,871 | Geolocation Data & Science | ||
|
Python Geocoding Toolbox.
|
||||||
| 230 | granian ASGI | 12,417,895 | 5,750 | ASGI Web Servers Web Development | ||
|
A Rust HTTP server for Python apps built on Hyper and Tokio, supporting WSGI/ASGI/RSGI.
|
||||||
| 231 | pyelftools General | 12,126,165 | 2,289 | General File Format Processing Text & Documents | ||
|
Parsing and analyzing ELF files and DWARF debugging information.
|
||||||
| 232 | keras Frameworks | 12,055,603 | 64,392 | Frameworks Deep Learning AI & ML | ||
|
A high-level deep learning library with support for JAX, TensorFlow, and PyTorch backends.
|
||||||
| 233 | clickhouse-driver ClickHouse | 11,934,888 | 1,307 | ClickHouse Database Drivers Database & Storage | ||
|
Python driver with native interface for ClickHouse.
|
||||||
| 234 | django-redis Django | 11,814,450 | 3,086 | Django Caching Database & Storage | ||
|
Full-featured Redis cache backend for Django.
|
||||||
| 235 | memray Profiler | 11,476,636 | 15,399 | Profiler Debugging Tools Developer Tools | ||
|
Tracks memory allocations in Python code, native extensions, and the interpreter itself.
|
||||||
| 236 | jax Frameworks | 11,139,948 | 36,513 | Frameworks Deep Learning AI & ML | ||
|
A library for high-performance numerical computing with autodiff and JIT compilation.
|
||||||
| 237 | rq Task Queues | 11,109,157 | 10,699 | Task Queues DevOps | ||
|
Simple job queues for Python.
|
||||||
| 238 | librosa Audio | 10,592,124 | 8,713 | Audio Audio & Video Processing Media | ||
|
Python library for audio and music analysis.
|
||||||
| 239 | locust Load Testing | 10,396,467 | 28,244 | Load Testing Testing Developer Tools | ||
|
Scalable user load testing tool written in Python.
|
||||||
| 240 | pyinstaller Executables | 10,278,490 | 13,134 | Executables Distribution Python Toolchain | ||
|
Converts Python programs into standalone executables (cross-platform).
|
||||||
| 241 | pytorch-lightning Frameworks | 10,138,162 | 31,431 | Frameworks Deep Learning AI & ML | ||
|
Deep learning framework to train, deploy, and ship AI products Lightning fast.
|
||||||
| 242 | google-adk Vendor Agent SDKs | 9,985,235 | 22,025 | Vendor Agent SDKs AI and Agents AI & ML | ||
|
Google's code-first toolkit for building, evaluating, and deploying AI agents.
|
||||||
| 243 | django-debug-toolbar Others | 9,879,719 | 8,378 | Others Debugging Tools Developer Tools | ||
|
Display various debug information for Django.
|
||||||
| 244 | pyrefly Type Checkers | 9,698,160 | 7,156 | Type Checkers Code Analysis Developer Tools | ||
|
A fast type checker and language server for Python.
|
||||||
| 245 | pandera Data Validation | 9,470,463 | 4,499 | Data Validation Data & Science | ||
|
A data validation library for dataframes, with support for pandas, polars, PySpark, and more.
|
||||||
| 246 | paho-mqtt Messaging | 9,445,367 | 2,431 | Messaging DevOps | ||
|
The Eclipse Paho MQTT client for Python.
|
||||||
| 247 | autobahn-python WebSocket | 9,342,228 | 2,539 | WebSocket Web Development | ||
|
WebSocket & WAMP for Python on Twisted and asyncio.
|
||||||
| 248 | dagster Workflow Orchestration | 9,253,204 | 16,341 | Workflow Orchestration Job Schedulers DevOps | ||
|
An orchestration platform for the development, production, and observation of data assets.
|
||||||
| 249 | instructor Data Layer | 9,238,315 | 14,067 | Data Layer AI and Agents AI & ML | ||
|
A library for extracting structured data from LLMs, powered by Pydantic.
|
||||||
| 250 | peft Fine-tuning | 9,058,003 | 21,854 | Fine-tuning AI and Agents AI & ML | ||
|
A library for parameter-efficient fine-tuning of large pretrained models.
|
||||||
| 251 | pyinstrument Profiler | 8,969,762 | 8,020 | Profiler Debugging Tools Developer Tools | ||
|
A statistical wall-clock profiler with low overhead and readable call-tree output.
|
||||||
| 252 | flower Monitoring and Processes | 8,691,789 | 7,239 | Monitoring and Processes DevOps Tools DevOps | ||
|
A real-time monitor and web admin for Celery task queues.
|
||||||
| 253 | mutagen Metadata | 8,577,710 | 1,981 | Metadata Audio & Video Processing Media | ||
|
A Python module to handle audio metadata.
|
||||||
| 254 | ansible Configuration Management | 8,553,025 | 71,159 | Configuration Management DevOps Tools DevOps | ||
|
A radically simple IT automation platform.
|
||||||
| 255 | supervisor Monitoring and Processes | 8,478,410 | 9,154 | Monitoring and Processes DevOps Tools DevOps | ||
|
Supervisor process control system for UNIX.
|
||||||
| 256 | prefect Workflow Orchestration | 8,281,350 | 24,087 | Workflow Orchestration Job Schedulers DevOps | ||
|
A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
|
||||||
| 257 | chromadb Vector | 8,117,642 | 29,592 | Vector Database Database & Storage | ||
|
An open-source embedding database for building AI applications with semantic search.
|
||||||
| 258 | bottle Synchronous | 8,095,435 | 8,801 | Synchronous Web Frameworks Web Development | ||
|
A fast and simple micro-framework distributed as a single file with no dependencies.
|
||||||
| 259 | funcy Functional Programming | 7,964,237 | 3,506 | Functional Programming Python Language | ||
|
Fancy and practical functional tools.
|
||||||
| 260 | lancedb Vector | 7,829,490 | 11,792 | Vector Database Database & Storage | ||
|
A developer-friendly embedded retrieval database for multimodal AI.
|
||||||
| 261 | fabric Deployment | 7,780,068 | 15,521 | Deployment DevOps Tools DevOps | ||
|
A simple, Pythonic tool for remote execution and deployment.
|
||||||
| 262 | dash Dashboards and Apps | 7,723,490 | 24,471 | Dashboards and Apps Data Visualization Data & Science | ||
|
A framework for building data apps and dashboards in pure Python, built on Plotly.
|
||||||
| 263 | hypercorn ASGI | 7,498,685 | 1,620 | ASGI Web Servers Web Development | ||
|
An ASGI and WSGI server based on Hyper libraries and inspired by Gunicorn.
|
||||||
| 264 | browser-use Frameworks | 7,346,079 | 119,314 | Frameworks Web Scraping HTTP & Scraping | ||
|
Make websites accessible for AI agents with easy browser automation.
|
||||||
| 265 | cookiecutter Project Scaffolding | 7,344,941 | 25,171 | Project Scaffolding CLI Tools CLI & GUI | ||
|
A command-line utility that creates projects from cookiecutters (project templates).
|
||||||
| 266 | waitress WSGI | 7,321,705 | 1,602 | WSGI Web Servers Web Development | ||
|
Multi-threaded, powers Pyramid.
|
||||||
| 267 | pint Physics and Engineering | 7,243,094 | 2,820 | Physics and Engineering Science Data & Science | ||
|
Operate and manipulate physical quantities with units and dimensional analysis.
|
||||||
| 268 | poethepoet Build Tools | 7,184,697 | 2,093 | Build Tools Developer Tools | ||
|
A task runner that defines tasks in pyproject.toml and works with poetry or uv.
|
||||||
| 269 | pyfiglet General | 7,071,155 | 1,594 | General Text Processing Text & Documents | ||
|
An implementation of figlet written in Python.
|
||||||
| 270 | rdkit Biology and Chemistry | 6,862,184 | 3,646 | Biology and Chemistry Science Data & Science | ||
|
Cheminformatics and machine learning software.
|
||||||
| 271 | strawberry Framework Agnostic | 6,807,068 | 4,724 | Framework Agnostic Web APIs Web Development | ||
|
A GraphQL library that leverages Python type annotations for schema definition.
|
||||||
| 272 | sh Monitoring and Processes | 6,768,999 | 7,247 | Monitoring and Processes DevOps Tools DevOps | ||
|
A full-fledged subprocess replacement for Python.
|
||||||
| 273 | apache-airflow Workflow Orchestration | 6,752,099 | 47,290 | Workflow Orchestration Job Schedulers DevOps | ||
|
Airflow is a platform to programmatically author, schedule and monitor workflows.
|
||||||
| 274 | catboost Gradient Boosting | 6,679,591 | 9,179 | Gradient Boosting Machine Learning AI & ML | ||
|
A fast, scalable, high-performance gradient boosting on decision trees library.
|
||||||
| 275 | pydantic-ai Orchestration | 6,427,223 | 20,907 | Orchestration AI and Agents AI & ML | ||
|
A Python agent framework for building generative AI applications with structured schemas.
|
||||||
| 276 | django-allauth OAuth | 6,406,776 | 10,379 | OAuth Authentication Web Development | ||
|
Authentication app for Django that "just works."
|
||||||
| 277 | bokeh Plotting | 6,316,870 | 20,464 | Plotting Data Visualization Data & Science | ||
|
Interactive web plotting for Python.
|
||||||
| 278 | openai-whisper Speech | 6,265,903 | 111,413 | Speech AI and Agents AI & ML | ||
|
A general-purpose automatic speech recognition model trained on 680k hours of multilingual and multitask supervised data.
|
||||||
| 279 | schedule Task Scheduling | 6,230,739 | 12,269 | Task Scheduling Job Schedulers DevOps | ||
|
Python job scheduling for humans.
|
||||||
| 280 | gradio Dashboards and Apps | 6,139,377 | 43,921 | Dashboards and Apps Data Visualization Data & Science | ||
|
Build and share machine learning apps, all in Python.
|
||||||
| 281 | imbalanced-learn General | 6,021,963 | 7,132 | General Machine Learning AI & ML | ||
|
Resampling techniques for imbalanced datasets, compatible with scikit-learn.
|
||||||
| 282 | channels WebSocket | 5,962,261 | 6,365 | WebSocket Web Development | ||
|
Brings WebSocket, long-poll HTTP, and other async support to Django.
|
||||||
| 283 | biopython Biology and Chemistry | 5,957,398 | 5,246 | Biology and Chemistry Science Data & Science | ||
|
Biopython is a set of freely available tools for biological computation.
|
||||||
| 284 | diffusers Image and Video Generation | 5,855,687 | 34,821 | Image and Video Generation AI and Agents AI & ML | ||
|
Pre-trained diffusion models for generating and editing images, audio, and video.
|
||||||
| 285 | whenever Date and Time | 5,827,532 | 2,413 | Date and Time Python Language | ||
|
A modern datetime library, type-safe and DST-safe, in Rust or pure Python.
|
||||||
| 286 | django-oauth-toolkit OAuth | 5,761,230 | 3,341 | OAuth Authentication Web Development | ||
|
An OAuth 2.0 authorization server for Django.
|
||||||
| 287 | urwid TUI Frameworks | 5,695,674 | 3,026 | TUI Frameworks CLI Development CLI & GUI | ||
|
A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
|
||||||
| 288 | dspy Prompt Optimization | 5,681,138 | 38,821 | Prompt Optimization AI and Agents AI & ML | ||
|
A framework for programming, not prompting, language models.
|
||||||
| 289 | jieba Chinese | 5,672,942 | 35,221 | Chinese Natural Language Processing AI & ML | ||
|
The most popular Chinese text segmentation library.
|
||||||
| 290 | dlt General | 5,562,309 | 6,020 | General Data Ingestion / ETL Data & Science | ||
|
A Python library for building data pipelines with automatic schema inference, incremental loading, and support for multiple sources and destinations.
|
||||||
| 291 | tablib General | 5,555,213 | 4,759 | General File Format Processing Text & Documents | ||
|
A module for tabular datasets in XLS, CSV, JSON, YAML.
|
||||||
| 292 | python-box Built-in Classes Enhancement | 5,508,046 | 2,841 | Built-in Classes Enhancement Python Language | ||
|
Python dictionaries with advanced dot notation access.
|
||||||
| 293 | moviepy Video | 5,387,009 | 15,047 | Video Audio & Video Processing Media | ||
|
A module for script-based movie editing with many formats, including animated GIFs.
|
||||||
| 294 | dynaconf Configuration Files | 5,369,208 | 4,336 | Configuration Files Python Toolchain | ||
|
Dynaconf is a configuration manager with plugins for Django and Flask.
|
||||||
| 295 | hatch Package Managers | 5,359,815 | 7,245 | Package Managers Package Management Python Toolchain | ||
|
Modern, extensible Python project manager for environments, builds, and publishing.
|
||||||
| 296 | scrapy Frameworks | 5,064,799 | 65,077 | Frameworks Web Scraping HTTP & Scraping | ||
|
A fast high-level web crawling and scraping framework.
|
||||||
| 297 | tinydb Key-Value & Document | 4,985,384 | 7,576 | Key-Value & Document Database Database & Storage | ||
|
A tiny, document-oriented database.
|
||||||
| 298 | pex Executables | 4,879,845 | 4,227 | Executables Distribution Python Toolchain | ||
|
A tool for building self-contained Python executable environments (PEP 441 zipapps).
|
||||||
| 299 | pypandoc File Conversion | 4,860,220 | 1,154 | File Conversion File Format Processing Text & Documents | ||
|
A thin wrapper for pandoc, the universal document converter.
|
||||||
| 300 | django-ninja Django | 4,827,108 | 9,223 | Django Web APIs Web Development | ||
|
Fast, Django REST framework based on type hints and Pydantic.
|
||||||
| 301 | ultralytics General | 4,763,267 | 62,910 | General Computer Vision AI & ML | ||
|
Ultralytics YOLO for object detection, segmentation, pose estimation, classification, and tracking.
|
||||||
| 302 | gymnasium Reinforcement Learning | 4,738,668 | 12,738 | Reinforcement Learning Deep Learning AI & ML | ||
|
A standard API for reinforcement learning environments with popular reference environments (gym successor).
|
||||||
| 303 | schemathesis API Testing | 4,675,777 | 3,715 | API Testing Testing Developer Tools | ||
|
Automatic property-based testing of web APIs from OpenAPI or GraphQL schemas.
|
||||||
| 304 | tinytag Metadata | 4,598,630 | 843 | Metadata Audio & Video Processing Media | ||
|
A library for reading audio file metadata of MP3, MP4, WAV, OGG, FLAC, WMA, and AIFF files.
|
||||||
| 305 | mitmproxy Penetration Testing | 4,500,728 | 46,428 | Penetration Testing Security | ||
|
An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
|
||||||
| 306 | nox Test Runners | 4,351,707 | 1,561 | Test Runners Testing Developer Tools | ||
|
Flexible test automation for Python.
|
||||||
| 307 | parsy Parser | 4,237,750 | 455 | Parser Text Processing Text & Documents | ||
|
Easy, generic parser combinator library for creating parsers.
|
||||||
| 308 | prophet Time Series Forecasting | 4,032,518 | 20,459 | Time Series Forecasting Machine Learning AI & ML | ||
|
A tool for producing forecasts for time series with multiple seasonality and trend changes.
|
||||||
| 309 | PySide6 Qt | 3,871,409 | 135 | Qt GUI Development CLI & GUI | ||
|
Qt for Python offers the official Python bindings for Qt, largely API-compatible with PyQt6 but with different licensing.
|
||||||
| 310 | pipx Package Managers | 3,789,391 | 12,978 | Package Managers Package Management Python Toolchain | ||
|
Install and run Python applications in isolated environments. Like
npx in Node.js. |
||||||
| 311 | scapy Network Virtualization | 3,786,648 | 12,656 | Network Virtualization DevOps | ||
|
A brilliant packet manipulation library.
|
||||||
| 312 | docling File Conversion | 3,758,911 | 69,696 | File Conversion File Format Processing Text & Documents | ||
|
Library for converting documents into structured data.
|
||||||
| 313 | ast-grep-cli Refactoring | 3,744,039 | 16,375 | Refactoring Code Analysis Developer Tools | ||
|
A CLI tool for structural code search, linting, and rewriting based on syntax trees.
|
||||||
| 314 | connexion Framework Agnostic | 3,740,321 | 4,612 | Framework Agnostic Web APIs Web Development | ||
|
A spec-first framework that handles requests based on your OpenAPI specification.
|
||||||
| 315 | django-anymail Email | 3,730,924 | 1,915 | Email HTTP & Scraping | ||
|
Django email backends and webhooks for transactional email services such as Amazon SES, Brevo, Mailgun, Postmark, and Resend.
|
||||||
| 316 | chdb Analytical | 3,716,737 | 2,921 | Analytical Database Database & Storage | ||
|
In-process OLAP SQL engine with the full ClickHouse dialect, zero-copy pandas/Arrow interop, and federation to remote ClickHouse clusters via
remoteSecure(). |
||||||
| 317 | robotframework Frameworks | 3,592,448 | 11,968 | Frameworks Testing Developer Tools | ||
|
A generic test automation framework.
|
||||||
| 318 | rembg General | 3,571,513 | 25,206 | General Image Processing Media | ||
|
A tool to remove image backgrounds.
|
||||||
| 319 | ibis-framework Data Analysis | 3,520,653 | 6,682 | Data Analysis Data & Science | ||
|
A portable Python dataframe library with a single API for 20+ backends.
|
||||||
| 320 | astropy Physics and Engineering | 3,308,966 | 5,400 | Physics and Engineering Science Data & Science | ||
|
A community Python library for astronomy.
|
||||||
| 321 | pyglet Game Frameworks | 3,242,903 | 2,226 | Game Frameworks Game Development Media | ||
|
A cross-platform windowing and multimedia library for Python.
|
||||||
| 322 | hishel HTTP Responses | 3,237,842 | 417 | HTTP Responses Caching Database & Storage | ||
|
RFC 9111-compliant HTTP caching for clients like httpx and requests and servers like FastAPI, with sync and async support.
|
||||||
| 323 | geojson Geolocation | 3,200,384 | 1,001 | Geolocation Data & Science | ||
|
Python bindings and utilities for GeoJSON.
|
||||||
| 324 | gensim General | 3,081,071 | 16,508 | General Natural Language Processing AI & ML | ||
|
Topic Modeling for Humans.
|
||||||
| 325 | pynamodb NoSQL Databases | 2,960,445 | 2,645 | NoSQL Databases ORM Database & Storage | ||
|
A Pythonic interface for Amazon DynamoDB.
|
||||||
| 326 | alive-progress Terminal Rendering | 2,837,463 | 6,319 | Terminal Rendering CLI Development CLI & GUI | ||
|
A new kind of progress bar, with real-time throughput, ETA and very cool animations.
|
||||||
| 327 | crewai Orchestration | 2,775,762 | 60,184 | Orchestration AI and Agents AI & ML | ||
|
A framework for orchestrating role-playing autonomous AI agents for collaborative task solving.
|
||||||
| 328 | mssql-python Other Relational Databases | 2,764,766 | 481 | Other Relational Databases Database Drivers Database & Storage | ||
|
Official Microsoft driver for SQL Server and Azure SQL, built on ODBC for high performance.
|
||||||
| 329 | pygame Game Frameworks | 2,739,805 | 8,992 | Game Frameworks Game Development Media | ||
|
Pygame is a set of Python modules designed for writing games.
|
||||||
| 330 | marimo Interactive Interpreter | 2,636,044 | 23,343 | Interactive Interpreter Developer Tools | ||
|
A reactive notebook for Python, stored as pure Python and runnable as a script or app.
|
||||||
| 331 | kornia General | 2,633,771 | 11,449 | General Computer Vision AI & ML | ||
|
Open-source differentiable computer vision library for PyTorch.
|
||||||
| 332 | django-compressor Web Asset Management | 2,627,211 | 2,869 | Web Asset Management Web Development | ||
|
Compresses linked and inline JavaScript or CSS into a single cached file.
|
||||||
| 333 | llama-index Data Layer | 2,619,392 | 52,695 | Data Layer AI and Agents AI & ML | ||
|
A toolkit for building RAG pipelines and agents over your data.
|
||||||
| 334 | flask-socketio WebSocket | 2,601,445 | 5,505 | WebSocket Web Development | ||
|
Socket.IO integration for Flask applications.
|
||||||
| 335 | django-silk Others | 2,576,884 | 4,994 | Others Debugging Tools Developer Tools | ||
|
Live profiling and inspection of HTTP requests and database queries for Django.
|
||||||
| 336 | cassandra-driver NoSQL Databases | 2,570,916 | 1,429 | NoSQL Databases Database Drivers Database & Storage | ||
|
The Python driver for Apache Cassandra.
|
||||||
| 337 | python-barcode Barcodes and QR Codes | 2,557,848 | 658 | Barcodes and QR Codes Image Processing Media | ||
|
Create barcodes in Python with no extra dependencies.
|
||||||
| 338 | taskiq Task Queues | 2,514,447 | 2,368 | Task Queues DevOps | ||
|
Distributed task queue with native asyncio support and pluggable brokers.
|
||||||
| 339 | mem0 Data Layer | 2,466,918 | 67,935 | Data Layer AI and Agents AI & ML | ||
|
An intelligent memory layer for AI agents enabling personalized interactions.
|
||||||
| 340 | trl Fine-tuning | 2,389,730 | 19,613 | Fine-tuning AI and Agents AI & ML | ||
|
A library for post-training transformer language models with SFT, DPO, GRPO, and other trainers.
|
||||||
| 341 | vllm LLM Serving | 2,325,503 | 95,709 | LLM Serving AI and Agents AI & ML | ||
|
A high-throughput and memory-efficient inference and serving engine for LLMs.
|
||||||
| 342 | pythonnet Microsoft Windows | 2,305,870 | 5,531 | Microsoft Windows Other | ||
|
Python integration with the .NET Common Language Runtime (CLR).
|
||||||
| 343 | pypinyin Chinese | 2,283,767 | 5,386 | Chinese Natural Language Processing AI & ML | ||
|
Convert Chinese hanzi (æ¼¢å—) to pinyin (拼音).
|
||||||
| 344 | strawberry-django Django | 2,218,394 | 505 | Django Web APIs Web Development | ||
|
Strawberry GraphQL integration with Django.
|
||||||
| 345 | easyocr OCR | 2,212,064 | 30,110 | OCR Computer Vision AI & ML | ||
|
Ready-to-use OCR with 80+ languages supported.
|
||||||
| 346 | dramatiq Task Queues | 2,203,940 | 5,334 | Task Queues DevOps | ||
|
A fast and reliable background task processing library for Python 3.
|
||||||
| 347 | apsw SQLite | 2,147,639 | 951 | SQLite Database Drivers Database & Storage | ||
|
Another Python SQLite Wrapper, exposing the complete SQLite C API.
|
||||||
| 348 | django-cacheops Django | 2,128,877 | 2,270 | Django Caching Database & Storage | ||
|
A slick ORM cache with automatic granular event-driven invalidation.
|
||||||
| 349 | pyramid Synchronous | 2,109,118 | 4,103 | Synchronous Web Frameworks Web Development | ||
|
A small, fast, down-to-earth, open source Python web framework.
|
||||||
| 350 | mimesis Fake Data | 2,103,966 | 4,863 | Fake Data Testing Developer Tools | ||
|
A Python library for generating fake but realistic data in multiple languages and locales.
|
||||||
| 351 | zensical Documentation | 2,061,420 | 6,020 | Documentation Developer Tools | ||
|
A modern static site generator for technical documentation.
|
||||||
| 352 | dogpile.cache General | 2,049,725 | 301 | General Caching Database & Storage | ||
|
A caching API for Redis, Memcached, and others, with coordinated value regeneration.
|
||||||
| 353 | copier Project Scaffolding | 2,025,291 | 3,661 | Project Scaffolding CLI Tools CLI & GUI | ||
|
A library and command-line utility for rendering project templates.
|
||||||
| 354 | bleak Hardware | 1,951,966 | 2,565 | Hardware Other | ||
|
A cross-platform Bluetooth Low Energy client for Python using asyncio.
|
||||||
| 355 | stagehand Frameworks | 1,916,924 | 25,843 | Frameworks Web Scraping HTTP & Scraping | ||
|
A fast and token-efficient browser automation SDK to extract data and perform self-healing actions on web pages.
|
||||||
| 356 | pynput Hardware | 1,892,184 | 2,177 | Hardware Other | ||
|
A library to control and monitor input devices.
|
||||||
| 357 | graphify Specialized | 1,861,617 | 136,959 | Specialized Data Visualization Data & Science | ||
|
Turns code, SQL schemas, docs, papers, images, or videos into a queryable knowledge graph.
|
||||||
| 358 | secure Web Security | 1,858,939 | 1,073 | Web Security Security | ||
|
HTTP security headers for Python web applications with ASGI and WSGI middleware.
|
||||||
| 359 | beanie NoSQL Databases | 1,851,824 | 2,707 | NoSQL Databases ORM Database & Storage | ||
|
An asynchronous Python object-document mapper (ODM) for MongoDB.
|
||||||
| 360 | statsforecast Time Series Forecasting | 1,842,007 | 4,950 | Time Series Forecasting Machine Learning AI & ML | ||
|
Fast statistical forecasting models such as ARIMA, ETS, and Theta, compiled with numba.
|
||||||
| 361 | sglang LLM Serving | 1,803,194 | 38,286 | LLM Serving AI and Agents AI & ML | ||
|
A high-performance serving framework for large language models and multimodal models.
|
||||||
| 362 | hyperopt Hyperparameter Optimization | 1,802,448 | 7,597 | Hyperparameter Optimization Machine Learning AI & ML | ||
|
Distributed asynchronous hyperparameter optimization with Tree-structured Parzen Estimators.
|
||||||
| 363 | python-statemachine Design Patterns | 1,786,900 | 1,327 | Design Patterns Algorithms and Design Patterns Developer Tools | ||
|
Expressive statecharts and finite state machines with a declarative API, in sync and async codebases.
|
||||||
| 364 | pywebview Web-based | 1,782,528 | 6,141 | Web-based GUI Development CLI & GUI | ||
|
A lightweight cross-platform native wrapper around a webview component.
|
||||||
| 365 | django-unfold Admin Panels | 1,740,203 | 3,732 | Admin Panels Web Development | ||
|
A modern Django admin theme for building dashboards, internal tools, and business applications.
|
||||||
| 366 | litestar Asynchronous | 1,711,296 | 8,532 | Asynchronous Web Frameworks Web Development | ||
|
Production-ready, capable and extensible ASGI web framework.
|
||||||
| 367 | mongoengine NoSQL Databases | 1,664,955 | 4,348 | NoSQL Databases ORM Database & Storage | ||
|
A Python object-document mapper for working with MongoDB.
|
||||||
| 368 | PyQt6 Qt | 1,600,777 | External | — | Qt GUI Development CLI & GUI | |
|
Python bindings for the Qt cross-platform application and UI framework.
|
||||||
| 369 | faststream Messaging | 1,587,837 | 5,385 | Messaging DevOps | ||
|
A framework for building async services over Kafka, RabbitMQ, NATS, MQTT, and Redis.
|
||||||
| 370 | rope Refactoring | 1,559,612 | 2,244 | Refactoring Code Analysis Developer Tools | ||
|
Rope is a Python refactoring library.
|
||||||
| 371 | seleniumbase Browser Automation | 1,548,887 | 13,187 | Browser Automation Testing Developer Tools | ||
|
Python framework for web automation & testing, with stealth options.
|
||||||
| 372 | crawl4ai Frameworks | 1,487,167 | 86,411 | Frameworks Web Scraping HTTP & Scraping | ||
|
An open-source, LLM-friendly web crawler that provides lightning-fast, structured data extraction specifically designed for AI agents.
|
||||||
| 373 | flask-restx Flask | 1,480,149 | 2,230 | Flask Web APIs Web Development | ||
|
Fully featured framework for fast, easy and documented API development with Flask.
|
||||||
| 374 | ptpython Interactive Interpreter | 1,479,184 | 5,457 | Interactive Interpreter Developer Tools | ||
|
Advanced Python REPL built on top of the python-prompt-toolkit.
|
||||||
| 375 | complexipy General | 1,476,796 | 898 | General Code Analysis Developer Tools | ||
|
Cognitive complexity analysis for Python code, written in Rust.
|
||||||
| 376 | flask-admin Admin Panels | 1,378,701 | 6,072 | Admin Panels Web Development | ||
|
Simple and extensible administrative interface framework for Flask.
|
||||||
| 377 | gTTS Speech | 1,373,282 | 2,640 | Speech AI and Agents AI & ML | ||
|
Python library and CLI tool for converting text to speech using Google Translate TTS.
|
||||||
| 378 | wand General | 1,346,844 | 1,483 | General Image Processing Media | ||
|
Python bindings for MagickWand, C API for ImageMagick.
|
||||||
| 379 | icecream Others | 1,344,690 | 10,111 | Others Debugging Tools Developer Tools | ||
|
Inspect variables, expressions, and program execution with a single, simple function call.
|
||||||
| 380 | viztracer Tracing | 1,292,518 | 7,767 | Tracing Debugging Tools Developer Tools | ||
|
A low-overhead tool that traces and visualizes Python code execution.
|
||||||
| 381 | nicegui Web-based | 1,264,841 | 16,319 | Web-based GUI Development CLI & GUI | ||
|
An easy-to-use, Python-based UI framework, which shows up in your web browser.
|
||||||
| 382 | paddleocr OCR | 1,263,043 | 91,797 | OCR Computer Vision AI & ML | ||
|
Multilingual OCR and document parsing toolkit based on PaddlePaddle.
|
||||||
| 383 | pymc Simulation and Modeling | 1,262,203 | 9,827 | Simulation and Modeling Science Data & Science | ||
|
Probabilistic programming and Bayesian modeling in Python.
|
||||||
| 384 | returns Functional Programming | 1,254,790 | 4,382 | Functional Programming Python Language | ||
|
A set of type-safe monads, transformers, and composition utilities.
|
||||||
| 385 | OpenCC Chinese | 1,239,880 | 10,085 | Chinese Natural Language Processing AI & ML | ||
|
Traditional/Simplified Chinese conversion with regional variants and phrase-level rules.
|
||||||
| 386 | edgartools Financial Data | 1,122,953 | 2,821 | Financial Data Data Ingestion / ETL Data & Science | ||
|
Downloads SEC EDGAR filings and XBRL financial statements as structured data.
|
||||||
| 387 | pyvips General | 1,104,249 | 815 | General Image Processing Media | ||
|
A binding for libvips, a fast image processing library with low memory needs.
|
||||||
| 388 | pdoc Documentation | 1,101,857 | 2,521 | Documentation Developer Tools | ||
|
Auto-generates API documentation for Python projects.
|
||||||
| 389 | sqlite-utils SQLite | 1,074,128 | 2,180 | SQLite Database Drivers Database & Storage | ||
|
Python CLI utility and library for manipulating SQLite databases.
|
||||||
| 390 | qiskit Quantum Computing | 1,067,057 | 7,927 | Quantum Computing Data & Science | ||
|
An IBM-backed quantum SDK for building, simulating, and running circuits on real quantum hardware.
|
||||||
| 391 | scrapling Frameworks | 1,051,990 | 90,053 | Frameworks Web Scraping HTTP & Scraping | ||
|
An adaptive scraping framework whose selectors relocate elements after page changes, with stealth fetchers and spiders.
|
||||||
| 392 | sqladmin Admin Panels | 1,037,397 | 2,847 | Admin Panels Web Development | ||
|
An admin interface for SQLAlchemy models in FastAPI and Starlette.
|
||||||
| 393 | annoy Recommender Systems | 1,023,340 | 14,325 | Recommender Systems AI & ML | ||
|
Approximate Nearest Neighbors in C++/Python optimized for memory usage.
|
||||||
| 394 | akshare Financial Data | 1,021,465 | 23,100 | Financial Data Data Ingestion / ETL Data & Science | ||
|
A financial data interface library, with data provided for academic research only.
|
||||||
| 395 | django-guardian Permissions | 990,311 | 3,920 | Permissions Authentication Web Development | ||
|
Implementation of per-object permissions for Django.
|
||||||
| 396 | cartopy Specialized | 984,169 | 1,622 | Specialized Data Visualization Data & Science | ||
|
A cartographic Python library with matplotlib support.
|
||||||
| 397 | netmiko Network Virtualization | 983,353 | 4,312 | Network Virtualization DevOps | ||
|
Multi-vendor library to simplify CLI connections to network devices.
|
||||||
| 398 | stanza General | 956,184 | 7,903 | General Natural Language Processing AI & ML | ||
|
The Stanford NLP Group's official Python library, supporting 60+ languages.
|
||||||
| 399 | diagrams Documentation | 876,190 | 42,764 | Documentation Developer Tools | ||
|
Diagram as Code.
|
||||||
| 400 | unsloth Fine-tuning | 842,614 | 78,640 | Fine-tuning AI and Agents AI & ML | ||
|
Faster, lower-memory LLM fine-tuning, as a Python library or a desktop app.
|
||||||
| 401 | PyGObject Desktop | 819,995 | 160 | Desktop GUI Development CLI & GUI | ||
|
Python bindings for GLib/GObject/GIO/GTK.
|
||||||
| 402 | sktime Time Series Forecasting | 754,822 | 10,076 | Time Series Forecasting Machine Learning AI & ML | ||
|
A unified scikit-learn-style framework for forecasting and other time-series learning tasks.
|
||||||
| 403 | Nuitka Executables | 739,823 | 15,208 | Executables Distribution Python Toolchain | ||
|
Compiles Python programs into high-performance standalone executables (cross-platform).
|
||||||
| 404 | stable-baselines3 Reinforcement Learning | 735,464 | 13,939 | Reinforcement Learning Deep Learning AI & ML | ||
|
PyTorch implementations of Stable Baselines (deep) reinforcement learning algorithms.
|
||||||
| 405 | meilisearch Full-Text Search | 733,905 | 607 | Full-Text Search Search Database & Storage | ||
|
The official Python client for the Meilisearch search engine.
|
||||||
| 406 | pygame-ce Game Frameworks | 729,767 | 1,703 | Game Frameworks Game Development Media | ||
|
An actively developed drop-in replacement with new features and performance improvements (pygame fork).
|
||||||
| 407 | wagtail CMS | 713,289 | 20,592 | CMS Web Development | ||
|
A Django content management system.
|
||||||
| 408 | customtkinter Tkinter | 704,894 | 13,592 | Tkinter GUI Development CLI & GUI | ||
|
A modern and customizable Python UI library based on Tkinter.
|
||||||
| 409 | fasthtml Synchronous | 704,471 | 7,059 | Synchronous Web Frameworks Web Development | ||
|
The fastest way to create an HTML app.
|
||||||
| 410 | scons Build Tools | 688,556 | 2,436 | Build Tools Developer Tools | ||
|
A software construction tool.
|
||||||
| 411 | httpie HTTP Clients | 659,358 | 38,675 | HTTP Clients CLI Tools CLI & GUI | ||
|
A command-line HTTP client, a user-friendly cURL replacement.
|
||||||
| 412 | pwntools Penetration Testing | 633,715 | 13,791 | Penetration Testing Security | ||
|
A CTF framework and exploit development library.
|
||||||
| 413 | llama-cpp-python Local LLM Inference | 624,866 | 10,662 | Local LLM Inference AI and Agents AI & ML | ||
|
Python bindings for llama.cpp, for running GGUF models locally.
|
||||||
| 414 | doit Build Tools | 617,559 | 2,095 | Build Tools Developer Tools | ||
|
A task runner and build tool.
|
||||||
| 415 | pudb pdb-like Debugger | 617,181 | 3,250 | pdb-like Debugger Debugging Tools Developer Tools | ||
|
A full-screen, console-based Python debugger.
|
||||||
| 416 | mpi4py Distributed Computing | 616,838 | 931 | Distributed Computing DevOps | ||
|
Python bindings for MPI.
|
||||||
| 417 | mlx-lm Local LLM Inference | 615,857 | 7,489 | Local LLM Inference AI and Agents AI & ML | ||
|
Run and fine-tune large language models on Apple Silicon with MLX.
|
||||||
| 418 | simpy Simulation and Modeling | 604,651 | GitLab | — | Simulation and Modeling Science Data & Science | |
|
A process-based discrete-event simulation framework.
|
||||||
| 419 | django-rules Permissions | 504,422 | 1,976 | Permissions Authentication Web Development | ||
|
A tiny but powerful app for object-level permissions in Django, without a database.
|
||||||
| 420 | impacket Penetration Testing | 493,767 | 16,201 | Penetration Testing Security | ||
|
A collection of Python classes for working with network protocols, widely used for Windows and Active Directory testing.
|
||||||
| 421 | pypiserver Package Repositories | 492,372 | 2,073 | Package Repositories Python Toolchain | ||
|
A minimal PyPI server for uploading and installing packages with pip.
|
||||||
| 422 | openviking Data Layer | 453,655 | 40,964 | Data Layer AI and Agents AI & ML | ||
|
A context database for AI agents that unifies memory, resources, and skills.
|
||||||
| 423 | chalice Deployment | 401,476 | 11,058 | Deployment DevOps Tools DevOps | ||
|
A Python serverless microframework for AWS.
|
||||||
| 424 | xonsh Shells | 398,806 | 9,684 | Shells CLI Tools CLI & GUI | ||
|
A Python-powered shell. Full-featured and cross-platform.
|
||||||
| 425 | colour-science Other | 397,257 | 2,675 | Other Science Data & Science | ||
|
Implementing a comprehensive number of colour theory transformations and algorithms.
|
||||||
| 426 | scalene Profiler | 373,754 | 13,534 | Profiler Debugging Tools Developer Tools | ||
|
A high-performance, high-precision CPU, GPU, and memory profiler for Python.
|
||||||
| 427 | hermes-agent Personal Assistants | 368,315 | 257,743 | Personal Assistants AI and Agents AI & ML | ||
|
An adaptive personal AI assistant that grows with you.
|
||||||
| 428 | pyarmor Obfuscation | 362,572 | 5,222 | Obfuscation Distribution Python Toolchain | ||
|
A tool used to obfuscate Python scripts, bind obfuscated scripts to a fixed machine or expire obfuscated scripts.
|
||||||
| 429 | funasr Speech | 360,347 | 20,844 | Speech AI and Agents AI & ML | ||
|
Industrial-grade speech recognition toolkit with speaker diarization and emotion detection.
|
||||||
| 430 | pgmpy General | 352,063 | 3,363 | General Machine Learning AI & ML | ||
|
A Python library for causal and probabilistic reasoning with graphical models.
|
||||||
| 431 | flask-smorest Flask | 334,051 | 717 | Flask Web APIs Web Development | ||
|
A Flask/Marshmallow-based REST API framework with automatic OpenAPI documentation.
|
||||||
| 432 | flet Web-based | 329,427 | 17,460 | Web-based GUI Development CLI & GUI | ||
|
Cross-platform GUI framework for building modern apps in pure Python.
|
||||||
| 433 | timesfm Time Series Forecasting | 326,730 | 34,800 | Time Series Forecasting Machine Learning AI & ML | ||
|
A pretrained foundation model from Google Research for time-series forecasting, with non-commercial default weights.
|
||||||
| 434 | django-grappelli Admin Panels | 321,109 | 3,946 | Admin Panels Web Development | ||
|
A jazzy skin for the Django Admin-Interface.
|
||||||
| 435 | flask-debugtoolbar Others | 309,879 | 978 | Others Debugging Tools Developer Tools | ||
|
A port of the django-debug-toolbar to Flask.
|
||||||
| 436 | prospector General | 308,174 | 2,082 | General Code Analysis Developer Tools | ||
|
A tool to analyze Python code.
|
||||||
| 437 | obspy Physics and Engineering | 298,012 | 1,342 | Physics and Engineering Science Data & Science | ||
|
A Python toolbox for seismology.
|
||||||
| 438 | qutip Quantum Computing | 289,368 | 2,092 | Quantum Computing Data & Science | ||
|
Quantum Toolbox in Python.
|
||||||
| 439 | reflex Asynchronous | 282,167 | 28,980 | Asynchronous Web Frameworks Web Development | ||
|
A framework for building reactive, full-stack web applications entirely with Python.
|
||||||
| 440 | yagmail Email | 266,290 | 2,739 | Email HTTP & Scraping | ||
|
Yet another Gmail/SMTP client.
|
||||||
| 441 | pgcli Database CLIs | 266,078 | 13,428 | Database CLIs CLI Tools CLI & GUI | ||
|
PostgreSQL CLI with autocompletion and syntax highlighting.
|
||||||
| 442 | django-haystack Full-Text Search | 255,277 | 3,723 | Full-Text Search Search Database & Storage | ||
|
Modular search for Django.
|
||||||
| 443 | implicit Recommender Systems | 255,110 | 3,833 | Recommender Systems AI & ML | ||
|
A fast Python implementation of collaborative filtering for implicit datasets.
|
||||||
| 444 | panda3d 3D Engines | 236,616 | 5,262 | 3D Engines Game Development Media | ||
|
3D game engine developed jointly by Disney and contributors from around the world.
|
||||||
| 445 | pyinfra Configuration Management | 232,716 | 6,054 | Configuration Management DevOps Tools DevOps | ||
|
Turns Python code into shell commands and runs them on your servers.
|
||||||
| 446 | dearpygui Desktop | 227,796 | 15,655 | Desktop GUI Development CLI & GUI | ||
|
A simple GPU-accelerated Python GUI framework.
|
||||||
| 447 | justhtml HTML Manipulation | 218,608 | 1,161 | HTML Manipulation Text & Documents | ||
|
A pure Python HTML5 parser that sanitizes untrusted HTML by default.
|
||||||
| 448 | manim Other | 215,622 | 41,925 | Other Science Data & Science | ||
|
An animation engine for explanatory math videos.
|
||||||
| 449 | apiflask Flask | 203,751 | 1,139 | Flask Web APIs Web Development | ||
|
A lightweight Python web API framework based on Flask, supporting marshmallow schemas and Pydantic models.
|
||||||
| 450 | feature-engine General | 189,711 | 2,293 | General Machine Learning AI & ML | ||
|
sklearn-compatible API with the widest toolset for feature engineering and selection.
|
||||||
| 451 | pennylane Quantum Computing | 189,709 | 3,509 | Quantum Computing Data & Science | ||
|
A cross-platform library for quantum computing, quantum ML, and quantum chemistry.
|
||||||
| 452 | Kivy Desktop | 181,276 | 19,029 | Desktop GUI Development CLI & GUI | ||
|
An open-source cross-platform GUI framework for desktop, mobile, and embedded devices.
|
||||||
| 453 | wxPython Desktop | 171,925 | 2,631 | Desktop GUI Development CLI & GUI | ||
|
A cross-platform GUI toolkit that wraps the wxWidgets C++ library.
|
||||||
| 454 | salt Configuration Management | 160,155 | 15,727 | Configuration Management DevOps Tools DevOps | ||
|
Infrastructure automation and management system.
|
||||||
| 455 | fiftyone General | 156,803 | 11,235 | General Computer Vision AI & ML | ||
|
The open-source tool for building high-quality datasets and computer vision models.
|
||||||
| 456 | cx-Freeze Executables | 151,299 | 1,564 | Executables Distribution Python Toolchain | ||
|
Converts Python scripts into standalone executables and installers for Windows, macOS, and Linux.
|
||||||
| 457 | napalm Network Virtualization | 128,492 | 2,519 | Network Virtualization DevOps | ||
|
Cross-vendor API to manipulate network devices.
|
||||||
| 458 | tmuxp Terminal Workflow | 126,909 | 4,591 | Terminal Workflow CLI Tools CLI & GUI | ||
|
A tmux session manager.
|
||||||
| 459 | devpi Package Repositories | 119,826 | 1,249 | Package Repositories Python Toolchain | ||
|
PyPI server and packaging/testing/release tool.
|
||||||
| 460 | cirq Quantum Computing | 109,306 | 5,093 | Quantum Computing Data & Science | ||
|
A Google-developed framework focused on hardware-aware quantum circuit design for NISQ devices.
|
||||||
| 461 | django-cms CMS | 100,747 | 10,682 | CMS Web Development | ||
|
The easy-to-use and developer-friendly enterprise CMS powered by Django.
|
||||||
| 462 | mycli Database CLIs | 95,069 | 11,987 | Database CLIs CLI Tools CLI & GUI | ||
|
MySQL CLI with autocompletion and syntax highlighting.
|
||||||
| 463 | asciimatics TUI Frameworks | 93,832 | 4,312 | TUI Frameworks CLI Development CLI & GUI | ||
|
A package to create full-screen text UIs (from interactive forms to ASCII animations).
|
||||||
| 464 | AstrBot Personal Assistants | 76,786 | 44,173 | Personal Assistants AI and Agents AI & ML | ||
|
A multi-platform AI assistant that connects LLMs to chat apps like Telegram, Slack, and QQ, extensible with Python plugins.
|
||||||
| 465 | openbb Financial Data | 74,965 | 74,796 | Financial Data Data Ingestion / ETL Data & Science | ||
|
A financial data platform for analysts, quants and AI agents.
|
||||||
| 466 | sherlock-project Penetration Testing | 73,646 | 95,039 | Penetration Testing Security | ||
|
Hunt down social media accounts by username across social networks.
|
||||||
| 467 | borgbackup Other | 69,352 | 13,886 | Other DevOps Tools DevOps | ||
|
A deduplicating archiver with compression and encryption.
|
||||||
| 468 | scikit-surprise Recommender Systems | 65,949 | 6,822 | Recommender Systems AI & ML | ||
|
A scikit for building and analyzing recommender systems.
|
||||||
| 469 | litecli Database CLIs | 59,350 | 3,317 | Database CLIs CLI Tools CLI & GUI | ||
|
SQLite CLI with autocompletion and syntax highlighting.
|
||||||
| 470 | beets Metadata | 57,371 | 15,856 | Metadata Audio & Video Processing Media | ||
|
A music library manager and MusicBrainz tagger.
|
||||||
| 471 | sqlmap Penetration Testing | 50,767 | 38,812 | Penetration Testing Security | ||
|
Automatic SQL injection and database takeover tool.
|
||||||
| 472 | django-mongodb-backend NoSQL Databases | 49,530 | 229 | NoSQL Databases ORM Database & Storage | ||
|
Official MongoDB database backend for Django.
|
||||||
| 473 | pelican Static Site Generators | 48,691 | 13,363 | Static Site Generators Web Development | ||
|
Static site generator that supports Markdown and reST syntax.
|
||||||
| 474 | mesa Simulation and Modeling | 48,173 | 3,922 | Simulation and Modeling Science Data & Science | ||
|
An agent-based modeling framework for building, analyzing, and visualizing complex system simulations.
|
||||||
| 475 | thumbor Image Serving | 47,120 | 10,528 | Image Serving Image Processing Media | ||
|
A smart imaging service. It enables on-demand crop, resizing and flipping of images.
|
||||||
| 476 | arcade Game Frameworks | 42,819 | 2,094 | Game Frameworks Game Development Media | ||
|
An easy-to-use library for creating 2D arcade games.
|
||||||
| 477 | zvec Vector | 31,173 | 16,156 | Vector Database Database & Storage | ||
|
A lightweight, in-process vector database that embeds directly into applications.
|
||||||
| 478 | django-modern-rest Django | 28,531 | 1,521 | Django Web APIs Web Development | ||
|
Modern REST with speed, types, async,
msgspec, pydantic and other goodies. |
||||||
| 479 | toga Desktop | 17,408 | 5,426 | Desktop GUI Development CLI & GUI | ||
|
A Python-native, OS-native GUI toolkit.
|
||||||
| 480 | semantica Data Layer | 16,267 | 14,271 | Data Layer AI and Agents AI & ML | ||
|
A graph-native context and knowledge layer for AI agents with reasoning, provenance, and governance.
|
||||||
| 481 | bandersnatch Package Repositories | 14,129 | 557 | Package Repositories Python Toolchain | ||
|
PyPI mirroring tool provided by the Python Packaging Authority (PyPA).
|
||||||
| 482 | nikola Static Site Generators | 13,866 | 2,750 | Static Site Generators Web Development | ||
|
A static website and blog generator.
|
||||||
| 483 | iredis Database CLIs | 12,237 | 2,762 | Database CLIs CLI Tools CLI & GUI | ||
|
Redis CLI with autocompletion and syntax highlighting.
|
||||||
| 484 | axolotl Fine-tuning | 10,214 | 12,638 | Fine-tuning AI and Agents AI & ML | ||
|
A framework for fine-tuning and post-training large language models.
|
||||||
| 485 | pangu.py Chinese | 9,875 | 281 | Chinese Natural Language Processing AI & ML | ||
|
Paranoid text spacing.
|
||||||
| 486 | jumpstarter Hardware | 3,670 | 232 | Hardware Other | ||
|
A hardware-in-the-loop testing framework with a Python client library for automated testing on real and virtual hardware.
|
||||||
| 487 | pyenv-win Microsoft Windows | 3,664 | 7,421 | Microsoft Windows Other | ||
|
A Python version manager for Windows (rbenv-win fork).
|
||||||
| 488 | algorithms Algorithms | 1,546 | 25,581 | Algorithms Algorithms and Design Patterns Developer Tools | ||
|
Minimal examples of data structures and algorithms.
|
||||||
| 489 | deepinfer LLM Serving | 402 | 23,396 | LLM Serving AI and Agents AI & ML | ||
|
DeepSeek's production inference engine for DeepSeek models, with MoE expert parallelism.
|
||||||
| 490 | thealgorithms Algorithms | Not on PyPI | 225,578 | Algorithms Algorithms and Design Patterns Developer Tools | ||
|
All algorithms implemented in Python.
|
||||||
| 491 | django.db.models Relational Databases | Bundled | 91,564 | Relational Databases ORM Database & Storage | ||
|
(part of Django) The Django ORM.
|
||||||
| 492 | geodjango Geolocation | Bundled | 91,564 | Geolocation Data & Science | ||
|
(part of Django) A world-class geographic web framework.
|
||||||
| 493 | uv-audit Dependency Audits | Bundled | 91,263 | Dependency Audits Supply Chain Security Security | ||
|
(part of uv) uv's dependency vulnerability scanning backed by OSV.
|
||||||
| 494 | cpython Implementations | Not on PyPI | 77,788 | Implementations Python Language | ||
|
Default, most widely used implementation of the Python programming language written in C.
|
||||||
| 495 | argparse General | Stdlib | 77,788 | General CLI Development CLI & GUI Stdlib | ||
|
(Python standard library) Command-line option and argument parsing.
|
||||||
| 496 | asyncio Async I/O | Stdlib | 77,788 | Async I/O Asynchronous Programming Python Language Stdlib | ||
|
(Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
|
||||||
| 497 | concurrent.futures Parallelism | Stdlib | 77,788 | Parallelism Asynchronous Programming Python Language Stdlib | ||
|
(Python standard library) High-level asynchronous execution of callables.
|
||||||
| 498 | configparser Configuration Files | Stdlib | 77,788 | Configuration Files Python Toolchain Stdlib | ||
|
(Python standard library) INI file parser.
|
||||||
| 499 | difflib General | Stdlib | 77,788 | General Text Processing Text & Documents Stdlib | ||
|
(Python standard library) Helpers for computing deltas.
|
||||||
| 500 | functools Functional Programming | Stdlib | 77,788 | Functional Programming Python Language Stdlib | ||
|
(Python standard library) Higher-order functions and operations on callable objects.
|
||||||
| 501 | logging Logging | Stdlib | 77,788 | Logging DevOps Stdlib | ||
|
(Python standard library) Logging facility for Python.
|
||||||
| 502 | mimetypes File Type Detection | Stdlib | 77,788 | File Type Detection File Manipulation Text & Documents Stdlib | ||
|
(Python standard library) Map filenames to MIME types.
|
||||||
| 503 | multiprocessing Parallelism | Stdlib | 77,788 | Parallelism Asynchronous Programming Python Language Stdlib | ||
|
(Python standard library) Process-based parallelism.
|
||||||
| 504 | pathlib Paths and File Watching | Stdlib | 77,788 | Paths and File Watching File Manipulation Text & Documents Stdlib | ||
|
(Python standard library) A cross-platform, object-oriented path library.
|
||||||
| 505 | sqlite3 SQLite | Stdlib | 77,788 | SQLite Database Drivers Database & Storage Stdlib | ||
|
(Python standard library) SQLite interface compliant with DB-API 2.0.
|
||||||
| 506 | tkinter Tkinter | Stdlib | 77,788 | Tkinter GUI Development CLI & GUI Stdlib | ||
|
(Python standard library) The standard Python interface to the Tcl/Tk GUI toolkit.
|
||||||
| 507 | tomllib Data Formats | Stdlib | 77,788 | Data Formats File Format Processing Text & Documents Stdlib | ||
|
(Python standard library) Parse TOML files.
|
||||||
| 508 | unittest.mock Mock | Stdlib | 77,788 | Mock Testing Developer Tools Stdlib | ||
|
(Python standard library) A mocking and patching library.
|
||||||
| 509 | zoneinfo Date and Time | Stdlib | 77,788 | Date and Time Python Language Stdlib | ||
|
(Python standard library) IANA time zone support. Brings the tz database into Python.
|
||||||
| 510 | odoo ERP | Not on PyPI | 55,377 | ERP Web Development | ||
|
A suite of open source business apps: CRM, e-commerce, accounting, inventory, and thousands of community modules.
|
||||||
| 511 | scientific-agent-skills Agent Skills | Not on PyPI | 54,945 | Agent Skills AI and Agents AI & ML | ||
|
Agent skills for scientific research and analysis with Python libraries like scikit-learn, polars, and biopython.
|
||||||
| 512 | pyenv Environment Management | Not on PyPI | 45,172 | Environment Management Python Toolchain | ||
|
Simple Python version management.
|
||||||
| 513 | python-patterns Design Patterns | Not on PyPI | 43,070 | Design Patterns Algorithms and Design Patterns Developer Tools | ||
|
A collection of design patterns and idioms in Python.
|
||||||
| 514 | wshobson-agents Agent Skills | Not on PyPI | 41,879 | Agent Skills AI and Agents AI & ML | ||
|
Plugins, agents, and skills for AI coding tools, including Python skills for testing, async, packaging, and uv.
|
||||||
| 515 | mise Environment Management | Not on PyPI | 35,461 | Environment Management Python Toolchain | ||
|
A polyglot tool version manager that installs Python versions and reads .python-version files.
|
||||||
| 516 | micropython Implementations | Not on PyPI | 22,163 | Implementations Python Language | ||
|
A lean and efficient Python implementation for microcontrollers and constrained systems.
|
||||||
| 517 | pyodide Implementations | Not on PyPI | 14,909 | Implementations Python Language | ||
|
Python distribution for the browser and Node.js based on WebAssembly.
|
||||||
| 518 | trailofbits-skills Agent Skills | Not on PyPI | 7,846 | Agent Skills AI and Agents AI & ML | ||
|
Security skills for vulnerability detection, auditing, and testing.
|
||||||
| 519 | conda Package Managers | Not on PyPI | 7,545 | Package Managers Package Management Python Toolchain | ||
|
Cross-platform, Python-agnostic binary package manager.
|
||||||
| 520 | renpy Visual Novels | Not on PyPI | 6,948 | Visual Novels Game Development Media | ||
|
A visual novel engine.
|
||||||
| 521 | azure-sdk-for-python Cloud Providers | Multiple on PyPI | 5,625 | Cloud Providers DevOps Tools DevOps | ||
|
Microsoft Azure SDK for Python, published as per-service packages.
|
||||||
| 522 | google-cloud-python Cloud Providers | Multiple on PyPI | 5,413 | Cloud Providers DevOps Tools DevOps | ||
|
Google Cloud client libraries for Python, published as per-service packages.
|
||||||
| 523 | cloud-init Configuration Management | Not on PyPI | 3,846 | Configuration Management DevOps Tools DevOps | ||
|
A multi-distribution package that handles early initialization of a cloud instance.
|
||||||
| 524 | betterleaks Secret Scanning | Not on PyPI | 2,376 | Secret Scanning Supply Chain Security Security | ||
|
Finds leaked secrets in git history, directories, and files, from the original author of gitleaks.
|
||||||
| 525 | winpython Microsoft Windows | Not on PyPI | 2,289 | Microsoft Windows Other | ||
|
Portable Python distribution for Windows.
|
||||||
| 526 | pypy Implementations | Not on PyPI | 1,821 | Implementations Python Language | ||
|
A very fast and compliant implementation of the Python language.
|
||||||
| 527 | sentry-skills Agent Skills | Not on PyPI | 1,092 | Agent Skills AI and Agents AI & ML | ||
|
Agent skills the Sentry team uses for code review, pull requests, and Django reviews.
|
||||||
| 528 | django-ai-plugins Agent Skills | Not on PyPI | 164 | Agent Skills AI and Agents AI & ML | ||
|
Django backend agent skills for Django, DRF, Celery, and Django-specific code review.
|
||||||
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