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| Row number | Tags | |||||
|---|---|---|---|---|---|---|
| 1 | boto3 Cloud Providers | 2,647,459,617 | 9,927 | Cloud Providers DevOps Tools DevOps | ||
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Python interface to Amazon Web Services.
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| 2 | urllib3 General | 1,564,182,172 | 4,079 | 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 | 1,452,486,354 | 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 | 1,448,364,037 | 54,610 | General HTTP Clients HTTP & Scraping | ||
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HTTP Requests for Humans.
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| 5 | cryptography Cryptography | 1,324,968,468 | 7,834 | 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 | 1,166,285,808 | 2,970 | Data Formats File Format Processing Text & Documents | ||
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A full-featured YAML framework for Python.
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| 7 | python-dateutil Date and Time | 1,148,477,936 | 2,645 | Date and Time Python Language | ||
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Extensions to the standard Python datetime module.
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| 8 | pygments Parser | 1,135,131,589 | 2,220 | Parser Text Processing Text & Documents | ||
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A generic syntax highlighter.
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| 9 | setuptools Build Backends | 1,094,969,861 | 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 | 1,088,319,222 | 29,300 | Data Validation Data & Science | ||
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Data validation using Python type hints.
|
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| 11 | click General | 1,043,223,937 | 17,811 | 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 | 1,038,605,791 | 33,273 | Core Science Data & Science | ||
|
A fundamental package for scientific computing with Python.
|
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| 13 | anyio Async I/O | 983,063,970 | 2,565 | 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 | 934,880,002 | 14,664 | 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 | 853,251,221 | 5,862 | Built-in Classes Enhancement Python Language | ||
|
Replacement for
__init__, __eq__, __repr__, etc. boilerplate in class definitions. |
||||||
| 16 | markupsafe HTML Manipulation | 826,290,923 | 701 | HTML Manipulation Text & Documents | ||
|
Safely adds untrusted strings to HTML/XML markup.
|
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| 17 | httpx General | 761,907,525 | 15,750 | General HTTP Clients HTTP & Scraping | ||
|
A next-generation HTTP client for Python.
|
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| 18 | pyjwt JWT | 727,229,264 | 5,722 | JWT Authentication Web Development | ||
|
JSON Web Token implementation in Python.
|
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| 19 | python-dotenv Configuration Files | 717,199,239 | 8,915 | Configuration Files Python Toolchain | ||
|
Reads key-value pairs from a
.env file and sets them as environment variables. |
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| 20 | jinja Template Engines | 685,766,202 | 11,811 | Template Engines Web Development | ||
|
A modern and designer-friendly templating language.
|
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| 21 | pandas Data Analysis | 673,055,942 | 50,339 | 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 | 663,365,647 | 12,710 | Asynchronous Web Frameworks Web Development | ||
|
A lightweight ASGI framework and toolkit for building high-performance async services.
|
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| 23 | pillow General | 659,810,374 | 13,969 | General Image Processing Media | ||
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Pillow is the friendly PIL fork.
|
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| 24 | uvicorn ASGI | 624,663,693 | 11,065 | ASGI Web Servers Web Development | ||
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A lightning-fast ASGI server implementation.
|
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| 25 | jsonschema Data Validation | 605,983,629 | 4,993 | Data Validation Data & Science | ||
|
An implementation of JSON Schema for Python.
|
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| 26 | markdown-it-py Markdown | 548,793,619 | 1,388 | Markdown File Format Processing Text & Documents | ||
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Markdown parser with 100% CommonMark support, extensions, and syntax plugins.
|
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| 27 | rich Terminal Rendering | 547,765,523 | 57,743 | 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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| 28 | aiohttp General | 545,638,657 | 16,605 | General HTTP Clients HTTP & Scraping | ||
|
Asynchronous HTTP client/server framework for asyncio and Python.
|
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| 29 | yarl URL Manipulation | 540,777,833 | 1,504 | URL Manipulation HTTP Clients HTTP & Scraping | ||
|
Yet another URL library.
|
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| 30 | pip Package Managers | 540,715,752 | 10,306 | Package Managers Package Management Python Toolchain | ||
|
The package installer for Python.
|
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| 31 | websockets WebSocket | 510,803,947 | 5,742 | 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 | 510,699,017 | 104,408 | 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 | 479,553,205 | 31,380 | 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 | 467,824,551 | 1,496 | 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 | 422,345,524 | 3,072 | HTML Manipulation Text & Documents | ||
|
A very fast, easy-to-use and versatile library for handling HTML and XML.
|
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| 36 | ruff Linters and Formatters | 401,439,508 | 50,434 | Linters and Formatters Code Analysis Developer Tools | ||
|
An extremely fast Python linter and code formatter.
|
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| 37 | sqlalchemy Relational Databases | 395,633,231 | 12,275 | Relational Databases ORM Database & Storage | ||
|
The Python SQL Toolkit and Object Relational Mapper.
|
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| 38 | hatchling Build Backends | 386,389,655 | 7,248 | Build Backends Package Management Python Toolchain | ||
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Modern, extensible build backend from the hatch project.
|
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| 39 | pyparsing Parser | 376,558,941 | 2,499 | Parser Text Processing Text & Documents | ||
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A Python library for creating PEG parsers.
|
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| 40 | httpx2 General | 371,878,319 | 1,623 | 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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| 41 | grpcio RPC | 370,821,952 | 45,418 | RPC Web APIs Web Development | ||
|
HTTP/2-based RPC framework with Python bindings, built by Google.
|
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| 42 | scipy Core | 369,209,278 | 15,185 | Core Science Data & Science | ||
|
Fundamental algorithms for scientific computing in Python.
|
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| 43 | psutil Monitoring and Processes | 357,264,864 | 11,318 | Monitoring and Processes DevOps Tools DevOps | ||
|
A cross-platform process and system utilities module.
|
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| 44 | watchfiles Paths and File Watching | 352,520,374 | 2,561 | Paths and File Watching File Manipulation Text & Documents | ||
|
Simple, modern and fast file watching and code reload in Python.
|
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| 45 | openpyxl Excel | 339,881,816 | 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 | 330,062,791 | 3,425 | Code Coverage Testing Developer Tools | ||
|
Code coverage measurement.
|
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| 47 | beautifulsoup4 HTML Manipulation | 314,045,104 | External | — | HTML Manipulation Text & Documents | |
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Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
|
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| 48 | mcp Model Context Protocol | 298,094,496 | 24,760 | Model Context Protocol AI and Agents AI & ML | ||
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The official Python SDK for building Model Context Protocol servers and clients.
|
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| 49 | typer General | 292,845,216 | 20,281 | General CLI Development CLI & GUI | ||
|
Modern CLI framework that uses Python type hints. Built on Click.
|
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| 50 | colorama Terminal Rendering | 288,522,866 | 3,797 | Terminal Rendering CLI Development CLI & GUI | ||
|
Cross-platform colored terminal text.
|
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| 51 | uvloop Async I/O | 280,463,110 | 11,926 | Async I/O Asynchronous Programming Python Language | ||
|
Ultra-fast asyncio event loop.
|
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| 52 | cachetools General | 268,709,521 | 2,792 | General Caching Database & Storage | ||
|
Extensible memoizing collections and decorators.
|
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| 53 | oauthlib OAuth | 265,926,193 | 2,986 | OAuth Authentication Web Development | ||
|
A generic and thorough implementation of the OAuth request-signing logic.
|
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| 54 | more-itertools Functional Programming | 254,601,878 | 4,105 | Functional Programming Python Language | ||
|
More routines for operating on iterables, beyond
itertools. |
||||||
| 55 | virtualenv Environment Management | 252,391,760 | 5,062 | Environment Management Python Toolchain | ||
|
A tool to create isolated Python environments.
|
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| 56 | sortedcontainers Algorithms | 247,763,247 | 3,985 | Algorithms Algorithms and Design Patterns Developer Tools | ||
|
Fast and pure-Python implementation of sorted collections.
|
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| 57 | networkx Graphs and Networks | 246,750,510 | 17,386 | Graphs and Networks Science Data & Science | ||
|
High-productivity software for complex networks.
|
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| 58 | redis NoSQL Databases | 238,640,263 | 13,652 | NoSQL Databases Database Drivers Database & Storage | ||
|
The Python client for Redis.
|
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| 59 | itsdangerous Cryptography | 236,683,114 | 3,141 | Cryptography Security | ||
|
Safely pass trusted data to untrusted environments and back.
|
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| 60 | msgpack Data Formats | 233,670,125 | 2,105 | Data Formats Serialization Database & Storage | ||
|
MessagePack serializer implementation for Python.
|
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| 61 | mako Template Engines | 222,687,371 | 461 | Template Engines Web Development | ||
|
Hyperfast and lightweight templating for the Python platform.
|
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| 62 | prompt_toolkit General | 218,655,710 | 10,609 | General CLI Development CLI & GUI | ||
|
A library for building powerful interactive command lines.
|
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| 63 | orjson Data Formats | 217,967,318 | 8,282 | Data Formats Serialization Database & Storage | ||
|
Fast, correct JSON library.
|
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| 64 | scikit-learn General | 209,720,455 | 68,018 | General Machine Learning AI & ML | ||
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The most popular Python library for machine learning with extensive documentation and community support.
|
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| 65 | flask Synchronous | 203,627,523 | 74,953 | Synchronous Web Frameworks Web Development | ||
|
A microframework for Python.
|
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| 66 | cloudpickle Object Pickling | 202,923,463 | 1,952 | Object Pickling Serialization Database & Storage | ||
|
Extends pickle to functions, lambdas, and interactively defined classes, for shipping code to remote workers.
|
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| 67 | mypy Type Checkers | 199,871,712 | 20,712 | Type Checkers Code Analysis Developer Tools | ||
|
A static type checker for Python.
|
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| 68 | blinker Miscellaneous | 196,681,152 | 2,111 | Miscellaneous Other | ||
|
A fast Python in-process signal/event dispatching system.
|
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| 69 | psycopg PostgreSQL | 194,123,653 | 2,525 | PostgreSQL Database Drivers Database & Storage | ||
|
A PostgreSQL adapter for Python, the successor to psycopg2.
|
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| 70 | joblib Distributed Computing | 189,002,029 | 4,416 | Distributed Computing DevOps | ||
|
Parallel computing and disk-based caching for Python functions.
|
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| 71 | matplotlib Plotting | 186,004,112 | 23,425 | Plotting Data Visualization Data & Science | ||
|
A comprehensive library for creating static, animated, and interactive visualizations.
|
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| 72 | pypdf PDF | 182,009,167 | 10,286 | PDF File Format Processing Text & Documents | ||
|
A library capable of splitting, merging, cropping, and transforming PDF pages.
|
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| 73 | pynacl Cryptography | 178,941,344 | 1,209 | Cryptography Security | ||
|
Python binding to libsodium, a fork of the Networking and Cryptography (NaCl) library.
|
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| 74 | xlsxwriter Excel | 170,195,484 | 3,991 | Excel File Format Processing Text & Documents | ||
|
A Python module for creating Excel .xlsx files.
|
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| 75 | chardet Encoding and Unicode | 167,576,716 | 2,680 | Encoding and Unicode Text Processing Text & Documents | ||
|
Python character encoding detector.
|
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| 76 | uv Package Managers | 161,005,999 | 91,546 | Package Managers Environment Management Package Management Python Toolchain | ||
|
An extremely fast Python version, package and project manager, written in Rust.
|
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| 77 | dill Object Pickling | 160,367,559 | 2,450 | Object Pickling Serialization Database & Storage | ||
|
Extends pickle to serialize almost any object, including closures and interpreter sessions.
|
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| 78 | langchain Orchestration | 158,344,564 | 149,031 | Orchestration AI and Agents AI & ML | ||
|
A framework for building agents and LLM-powered applications.
|
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| 79 | pre-commit Git Hooks | 156,030,712 | 15,684 | Git Hooks Code Analysis Developer Tools | ||
|
A framework for managing and maintaining multi-language pre-commit hooks.
|
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| 80 | sympy Symbolic Mathematics | 155,376,509 | 15,069 | Symbolic Mathematics Science Data & Science | ||
|
A Python library for symbolic mathematics.
|
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| 81 | sentry-sdk Monitoring and Processes | 154,711,901 | 2,218 | Monitoring and Processes DevOps Tools DevOps | ||
|
Sentry SDK for Python.
|
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| 82 | asyncpg PostgreSQL | 138,134,017 | 8,117 | PostgreSQL Database Drivers Database & Storage | ||
|
A fast PostgreSQL database client library for Python/asyncio.
|
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| 83 | rapidfuzz Fuzzy Matching | 134,729,058 | 4,195 | 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 | 128,747,040 | 5,449 | OAuth Authentication Web Development | ||
|
A comprehensive library for building OAuth, OpenID Connect, and JWT/JWS/JWE/JWK/JWA.
|
||||||
| 85 | pymupdf PDF | 126,564,653 | 11,063 | PDF File Format Processing Text & Documents | ||
|
A fast MuPDF-based library for extracting, rendering, and editing PDFs and other documents.
|
||||||
| 86 | python-docx Word | 125,901,401 | 5,756 | Word File Format Processing Text & Documents | ||
|
Creates, reads, and updates Microsoft Word (.docx) files.
|
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| 87 | playwright-python Browser Automation | 125,874,876 | 15,086 | Browser Automation Testing Developer Tools | ||
|
Python version of the Playwright testing and automation library.
|
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| 88 | python-pptx PowerPoint | 125,809,468 | 3,580 | PowerPoint File Format Processing Text & Documents | ||
|
Python library for creating and updating PowerPoint (.pptx) files.
|
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| 89 | sqlparse Parser | 124,864,267 | 4,022 | Parser Text Processing Text & Documents | ||
|
A non-validating SQL parser.
|
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| 90 | black Linters and Formatters | 123,474,814 | 42,117 | Linters and Formatters Code Analysis Developer Tools | ||
|
The uncompromising Python code formatter.
|
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| 91 | babel Internationalization | 122,208,390 | 1,470 | Internationalization Text Processing Text & Documents | ||
|
An internationalization library for Python.
|
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| 92 | gunicorn WSGI | 119,091,821 | 10,720 | 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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| 93 | markdown Markdown | 118,974,130 | 4,257 | Markdown File Format Processing Text & Documents | ||
|
A Python implementation of John Gruber's Markdown.
|
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| 94 | tornado Asynchronous | 118,556,999 | 22,163 | Asynchronous Web Frameworks Web Development | ||
|
A web framework and asynchronous networking library.
|
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| 95 | structlog Logging | 115,479,081 | 4,989 | Logging DevOps | ||
|
Structured logging made easy.
|
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| 96 | transformers Pre-trained Models | 115,114,335 | 168,546 | 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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| 97 | paramiko Cryptography | 113,812,514 | 9,896 | Cryptography Security | ||
|
The leading native Python SSHv2 protocol library.
|
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| 98 | ipython Interactive Interpreter | 113,718,612 | 16,798 | Interactive Interpreter Developer Tools | ||
|
A powerful interactive Python shell, and the kernel behind Jupyter notebooks.
|
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| 99 | xmltodict HTML Manipulation | 111,549,107 | 5,759 | HTML Manipulation Text & Documents | ||
|
Makes working with XML feel like working with JSON.
|
||||||
| 100 | watchdog Paths and File Watching | 106,549,415 | 7,434 | Paths and File Watching File Manipulation Text & Documents | ||
|
API and shell utilities to monitor file system events.
|
||||||
| 101 | isort Linters and Formatters | 99,062,339 | 6,964 | Linters and Formatters Code Analysis Developer Tools | ||
|
A Python utility / library to sort imports.
|
||||||
| 102 | Cython Implementations | 92,114,250 | 10,893 | Implementations Python Language | ||
|
Optimizing static compiler for Python.
|
||||||
| 103 | marshmallow Data Formats | 90,994,885 | 7,244 | Data Formats Serialization Database & Storage | ||
|
A lightweight library for converting complex objects to and from simple Python datatypes.
|
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| 104 | poetry-core Build Backends | 89,303,882 | 481 | Build Backends Package Management Python Toolchain | ||
|
Poetry's PEP 517 build backend, usable without Poetry itself.
|
||||||
| 105 | awscli Cloud Providers | 88,383,468 | 17,342 | 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.
|
||||||
| 106 | uuid-utils Built-in Classes Enhancement | 85,995,045 | 375 | Built-in Classes Enhancement Python Language | ||
|
A fast, Rust-backed drop-in replacement for Python's built-in
uuid module. |
||||||
| 107 | awswrangler General | 83,636,194 | 4,122 | General Data Ingestion / ETL Data & Science | ||
|
Pandas integration with AWS services like Athena, Glue, Redshift, S3, and DynamoDB.
|
||||||
| 108 | reportlab PDF | 81,906,892 | External | — | PDF File Format Processing Text & Documents | |
|
An open-source library for generating PDFs and graphics.
|
||||||
| 109 | pymysql MySQL | 81,438,341 | 7,857 | MySQL Database Drivers Database & Storage | ||
|
A pure-Python MySQL and MariaDB client library, based on PEP 249.
|
||||||
| 110 | loguru Logging | 79,349,290 | 24,154 | Logging DevOps | ||
|
A library that aims to bring enjoyable logging to Python.
|
||||||
| 111 | cyclopts General | 76,589,669 | 1,290 | General CLI Development CLI & GUI | ||
|
Build CLIs from type-hinted functions, with docstring-based help.
|
||||||
| 112 | python-slugify Transliteration and Slugs | 76,173,806 | 1,630 | Transliteration and Slugs Text Processing Text & Documents | ||
|
A Python slugify library that translates unicode to ASCII.
|
||||||
| 113 | shapely Computational Geometry | 75,812,438 | 4,537 | Computational Geometry Science Data & Science | ||
|
Manipulation and analysis of geometric objects in the Cartesian plane.
|
||||||
| 114 | faker Fake Data | 75,423,244 | 19,479 | Fake Data Testing Developer Tools | ||
|
A Python package that generates fake data.
|
||||||
| 115 | duckdb Analytical | 72,663,978 | 42,825 | 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.
|
||||||
| 116 | pymongo NoSQL Databases | 72,102,155 | 4,361 | NoSQL Databases Database Drivers Database & Storage | ||
|
The official Python client for MongoDB.
|
||||||
| 117 | mistune Markdown | 71,981,562 | 3,082 | Markdown File Format Processing Text & Documents | ||
|
A fast yet powerful Python Markdown parser with renderers and plugins.
|
||||||
| 118 | invoke Build Tools | 70,500,881 | 4,782 | Build Tools Developer Tools | ||
|
A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
|
||||||
| 119 | toolz Functional Programming | 68,544,825 | 5,160 | Functional Programming Python Language | ||
|
A collection of functional utilities for iterators, functions, and dictionaries. Also available as cytoolz for Cython-accelerated performance.
|
||||||
| 120 | pdfminer.six PDF | 68,041,320 | 7,048 | PDF File Format Processing Text & Documents | ||
|
A community-maintained fork of PDFMiner for extracting information from PDF documents.
|
||||||
| 121 | hypothesis Frameworks | 66,765,605 | 9,134 | Frameworks Testing Developer Tools | ||
|
Hypothesis is an advanced QuickCheck-style property-based testing library.
|
||||||
| 122 | numba Core | 66,000,320 | 11,202 | Core Science Data & Science | ||
|
A NumPy-aware JIT compiler for Python, using LLVM.
|
||||||
| 123 | responses Mock | 65,780,150 | 4,342 | Mock Testing Developer Tools | ||
|
A utility library for mocking out the requests Python library.
|
||||||
| 124 | polars Data Analysis | 64,489,233 | 40,256 | Data Analysis Data & Science | ||
|
A fast DataFrame library implemented in Rust with a Python API.
|
||||||
| 125 | pytorch Frameworks | 62,858,291 | 105,144 | Frameworks Deep Learning AI & ML | ||
|
Tensors and dynamic neural networks in Python with strong GPU acceleration.
|
||||||
| 126 | fastmcp Model Context Protocol | 59,391,491 | 28,310 | Model Context Protocol AI and Agents AI & ML | ||
|
A high-level, Pythonic framework for building MCP servers and clients.
|
||||||
| 127 | plotly Plotting | 59,330,220 | 18,877 | Plotting Data Visualization Data & Science | ||
|
Interactive graphing library for Python.
|
||||||
| 128 | textual TUI Frameworks | 59,131,996 | 37,579 | TUI Frameworks CLI Development CLI & GUI | ||
|
A framework for building interactive user interfaces that run in the terminal and the browser.
|
||||||
| 129 | markdownify Content Extraction | 58,347,982 | 2,261 | Content Extraction Web Scraping HTTP & Scraping | ||
|
Convert HTML to Markdown, with customizable tag handling.
|
||||||
| 130 | langgraph Orchestration | 56,837,433 | 44,472 | Orchestration AI and Agents AI & ML | ||
|
Low-level orchestration framework for building stateful, long-running LLM agents.
|
||||||
| 131 | pendulum Date and Time | 56,428,685 | 6,680 | Date and Time Python Language | ||
|
Python datetimes made easy.
|
||||||
| 132 | pyright Type Checkers | 51,592,602 | 15,732 | Type Checkers Code Analysis Developer Tools | ||
|
Full-featured static type checker for Python from Microsoft, the engine behind Pylance.
|
||||||
| 133 | celery Task Queues | 51,277,804 | 29,136 | Task Queues DevOps | ||
|
An asynchronous task queue/job queue based on distributed message passing.
|
||||||
| 134 | ty Type Checkers | 50,304,405 | 20,023 | Type Checkers Code Analysis Developer Tools | ||
|
An extremely fast Python type checker and language server.
|
||||||
| 135 | django Synchronous | 50,161,368 | 91,511 | Synchronous Web Frameworks Web Development | ||
|
A high-level web framework that encourages rapid development and clean, pragmatic design.
|
||||||
| 136 | pyspark Distributed Computing | 49,302,815 | 44,423 | Distributed Computing DevOps | ||
|
Apache Spark Python API.
|
||||||
| 137 | av Video | 48,390,553 | 3,325 | Video Audio & Video Processing Media | ||
|
Pythonic bindings for FFmpeg's libraries.
|
||||||
| 138 | confluent-kafka Messaging | 45,848,809 | 526 | Messaging DevOps | ||
|
Confluent's Python client for Apache Kafka, built on librdkafka.
|
||||||
| 139 | poetry Package Managers | 45,127,690 | 34,317 | Package Managers Package Management Python Toolchain | ||
|
Python dependency management and packaging made easy.
|
||||||
| 140 | nltk General | 44,903,315 | 14,767 | General Natural Language Processing AI & ML | ||
|
A leading platform for building Python programs to work with human language data.
|
||||||
| 141 | temporalio Workflow Orchestration | 44,394,986 | 1,245 | Workflow Orchestration Job Schedulers DevOps | ||
|
Temporal SDK for durable, fault-tolerant workflows that survive crashes and retries.
|
||||||
| 142 | apscheduler Task Scheduling | 44,030,527 | 7,682 | Task Scheduling Job Schedulers DevOps | ||
|
A light but powerful in-process task scheduler that lets you schedule functions.
|
||||||
| 143 | phonenumbers Parser | 43,567,081 | 3,777 | Parser Text Processing Text & Documents | ||
|
Parsing, formatting, storing and validating international phone numbers.
|
||||||
| 144 | flake8 Linters and Formatters | 43,411,368 | 3,831 | Linters and Formatters Code Analysis Developer Tools | ||
|
A wrapper around
pycodestyle, pyflakes and McCabe. |
||||||
| 145 | peewee Relational Databases | 43,110,070 | 12,007 | Relational Databases ORM Database & Storage | ||
|
A small, expressive ORM.
|
||||||
| 146 | altair Plotting | 43,101,223 | 10,511 | Plotting Data Visualization Data & Science | ||
|
Declarative statistical visualization library for Python.
|
||||||
| 147 | trio Async I/O | 42,311,866 | 7,358 | Async I/O Asynchronous Programming Python Language | ||
|
A friendly library for async concurrency and I/O.
|
||||||
| 148 | dateparser Date and Time | 41,951,719 | 2,861 | Date and Time Python Language | ||
|
A Python parser for human-readable dates in over 200 language locales.
|
||||||
| 149 | nh3 Web Security | 41,869,241 | 404 | Web Security Security | ||
|
Python binding to the ammonia HTML sanitizer, a fast replacement for bleach.
|
||||||
| 150 | weasyprint HTML-to-PDF | 41,113,285 | 9,759 | HTML-to-PDF File Format Processing Text & Documents | ||
|
A visual rendering engine for HTML and CSS that can export to PDF.
|
||||||
| 151 | pylint Linters and Formatters | 40,876,439 | 5,747 | Linters and Formatters Code Analysis Developer Tools | ||
|
A fully customizable source code analyzer.
|
||||||
| 152 | pgvector PostgreSQL | 40,037,446 | 1,542 | PostgreSQL Database Drivers Database & Storage | ||
|
pgvector support for Python, adding vector types and similarity search to psycopg, asyncpg, SQLAlchemy, and Django.
|
||||||
| 153 | msgspec Data Formats | 37,514,011 | 4,210 | Data Formats Serialization Database & Storage | ||
|
A fast serialization and validation library supporting JSON, MessagePack, YAML, and TOML.
|
||||||
| 154 | pip-audit Dependency Audits | 37,454,400 | 1,389 | Dependency Audits Supply Chain Security Security | ||
|
Audits Python environments and dependency trees for known vulnerabilities, using the Python Packaging Advisory Database or OSV.
|
||||||
| 155 | graphviz Specialized | 37,165,056 | 1,817 | Specialized Data Visualization Data & Science | ||
|
Simple Python interface for creating and rendering Graphviz graphs.
|
||||||
| 156 | statsmodels Statistics | 37,007,360 | 11,737 | Statistics Science Data & Science | ||
|
Statistical modeling and econometrics in Python.
|
||||||
| 157 | opensearch-py Full-Text Search | 36,967,150 | 473 | Full-Text Search Search Database & Storage | ||
|
The official low-level Python client for OpenSearch.
|
||||||
| 158 | elasticsearch Full-Text Search | 35,731,088 | 4,396 | Full-Text Search Search Database & Storage | ||
|
The official low-level Python client for Elasticsearch.
|
||||||
| 159 | qrcode Barcodes and QR Codes | 35,473,505 | 4,955 | Barcodes and QR Codes Image Processing Media | ||
|
A pure Python QR Code generator.
|
||||||
| 160 | claude-agent-sdk Vendor Agent SDKs | 34,874,105 | 8,428 | 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.
|
||||||
| 161 | opencv-python General | 34,775,600 | 5,445 | General Computer Vision AI & ML | ||
|
Open Source Computer Vision Library.
|
||||||
| 162 | import-linter General | 33,858,190 | 1,248 | General Code Analysis Developer Tools | ||
|
A linter that enforces architectural constraints on imports between Python modules.
|
||||||
| 163 | soundfile Audio | 33,762,032 | 869 | Audio Audio & Video Processing Media | ||
|
An audio library for reading and writing sound files, based on libsndfile, CFFI, and NumPy.
|
||||||
| 164 | clickhouse-connect ClickHouse | 33,674,162 | 535 | ClickHouse Database Drivers Database & Storage | ||
|
The official ClickHouse client, with SQLAlchemy and Superset connectors.
|
||||||
| 165 | xgboost Gradient Boosting | 32,228,041 | 28,943 | Gradient Boosting Machine Learning AI & ML | ||
|
A scalable, portable, and distributed gradient boosting library.
|
||||||
| 166 | notebook Interactive Interpreter | 32,045,384 | 13,459 | Interactive Interpreter Developer Tools | ||
|
A web-based notebook environment for interactive computing.
|
||||||
| 167 | seaborn Plotting | 31,915,987 | 14,099 | Plotting Data Visualization Data & Science | ||
|
Statistical data visualization using Matplotlib.
|
||||||
| 168 | selenium Browser Automation | 31,701,684 | 34,578 | Browser Automation Testing Developer Tools | ||
| 169 | respx Mock | 30,952,369 | 844 | Mock Testing Developer Tools | ||
|
Mock HTTPX with awesome request patterns and response side effects.
|
||||||
| 170 | dask Distributed Computing | 30,609,237 | 13,942 | Distributed Computing DevOps | ||
|
A flexible parallel computing library for analytic computing.
|
||||||
| 171 | pyodbc Other Relational Databases | 29,920,730 | 3,092 | 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 | 29,736,589 | 8,371 | Linters and Formatters Code Analysis Developer Tools | ||
|
A tool designed to find common security issues in Python code.
|
||||||
| 173 | bidict Built-in Classes Enhancement | 29,652,001 | 1,589 | Built-in Classes Enhancement Python Language | ||
|
Efficient, Pythonic bidirectional map data structures and related functionality.
|
||||||
| 174 | boltons Miscellaneous | 29,368,881 | 6,944 | Miscellaneous Other | ||
|
A set of pure-Python utilities.
|
||||||
| 175 | django-rest-framework Django | 29,112,447 | 30,229 | Django Web APIs Web Development | ||
|
A powerful and flexible toolkit to build web APIs.
|
||||||
| 176 | unidecode Transliteration and Slugs | 29,083,069 | 611 | Transliteration and Slugs Text Processing Text & Documents | ||
|
ASCII transliterations of Unicode text.
|
||||||
| 177 | gevent Async I/O | 28,378,343 | 6,442 | Async I/O Asynchronous Programming Python Language | ||
|
A coroutine-based Python networking library that uses greenlet.
|
||||||
| 178 | sqlmodel Relational Databases | 27,153,692 | 18,555 | Relational Databases ORM Database & Storage | ||
|
SQLModel is based on Python type annotations, and powered by Pydantic and SQLAlchemy.
|
||||||
| 179 | scikit-image General | 27,086,797 | 6,632 | General Image Processing Media | ||
|
A Python library for (scientific) image processing.
|
||||||
| 180 | diskcache General | 26,113,637 | 2,916 | General Caching Database & Storage | ||
|
SQLite and file-backed cache backend, compatible with Django.
|
||||||
| 181 | python-magic File Type Detection | 24,981,532 | 2,923 | File Type Detection File Manipulation Text & Documents | ||
|
A Python interface to the libmagic file type identification library.
|
||||||
| 182 | factory-boy Object Factories | 24,300,196 | 3,811 | Object Factories Testing Developer Tools | ||
|
A test fixtures replacement for Python.
|
||||||
| 183 | streamlit Dashboards and Apps | 23,860,043 | 46,246 | 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 | 23,785,570 | 34,022 | General Natural Language Processing AI & ML | ||
|
A library for industrial-strength natural language processing in Python and Cython.
|
||||||
| 185 | sentence-transformers Pre-trained Models | 22,596,851 | 19,257 | Pre-trained Models AI and Agents AI & ML | ||
|
Compute embeddings, run retrieval, and rerank results with pretrained and fine-tuned models.
|
||||||
| 186 | lightgbm Gradient Boosting | 22,400,383 | 18,950 | Gradient Boosting Machine Learning AI & ML | ||
|
A fast, distributed, high-performance gradient boosting framework.
|
||||||
| 187 | time-machine Mock | 22,017,903 | 1,023 | Mock Testing Developer Tools | ||
|
Travel through time in your tests by mocking the current time at the C level.
|
||||||
| 188 | shortuuid Unique identifiers | 21,436,962 | 2,196 | Unique identifiers Text Processing Text & Documents | ||
|
A generator library for concise, unambiguous and URL-safe UUIDs.
|
||||||
| 189 | vcrpy Mock | 20,503,013 | 3,022 | Mock Testing Developer Tools | ||
|
Record and replay HTTP interactions in your tests.
|
||||||
| 190 | flit-core Build Backends | 20,352,734 | 2,260 | Build Backends Package Management Python Toolchain | ||
|
Minimal, dependency-free build backend for pure-Python packages.
|
||||||
| 191 | pytesseract OCR | 20,267,696 | 6,397 | OCR Computer Vision AI & ML | ||
|
A wrapper for the Tesseract OCR engine.
|
||||||
| 192 | sphinx Documentation | 20,263,543 | 8,086 | Documentation Developer Tools | ||
|
Python documentation generator.
|
||||||
| 193 | magika File Type Detection | 20,193,253 | 18,766 | File Type Detection File Manipulation Text & Documents | ||
|
Detects file content types with a deep-learning model.
|
||||||
| 194 | py-spy Profiler | 20,151,130 | 15,623 | Profiler Debugging Tools Developer Tools | ||
|
A sampling profiler for Python programs. Written in Rust.
|
||||||
| 195 | oracledb Other Relational Databases | 20,131,792 | 457 | Other Relational Databases Database Drivers Database & Storage | ||
|
The official Python driver for Oracle Database, successor to cx_Oracle.
|
||||||
| 196 | yt-dlp Downloaders | 19,757,663 | 205,252 | Downloaders CLI Tools CLI & GUI | ||
|
A command-line video downloader for YouTube and other sites, a fork of youtube-dl.
|
||||||
| 197 | great-expectations Data Validation | 19,571,132 | 11,917 | Data Validation Data & Science | ||
|
A data quality framework for validating, documenting, and profiling data with declarative expectations.
|
||||||
| 198 | uv-build Build Backends | 19,449,405 | 91,546 | Build Backends Package Management Python Toolchain | ||
|
uv's fast, minimal build backend for pure-Python projects.
|
||||||
| 199 | logfire Logging | 18,797,544 | 4,535 | Logging DevOps | ||
|
The observability platform for Python, from the makers of Pydantic.
|
||||||
| 200 | whitenoise Web Asset Management | 18,692,906 | 2,768 | Web Asset Management Web Development | ||
|
Simplified static file serving for WSGI apps, with compression and caching headers.
|
||||||
| 201 | markitdown File Conversion | 18,682,029 | 193,907 | File Conversion File Format Processing Text & Documents | ||
|
Python tool for converting files and office documents to Markdown.
|
||||||
| 202 | pywin32 Microsoft Windows | 18,260,125 | 5,633 | Microsoft Windows Other | ||
|
Python extensions for Windows.
|
||||||
| 203 | tox Test Runners | 17,609,090 | 3,976 | Test Runners Testing Developer Tools | ||
|
Automatically builds and tests distributions in multiple Python versions.
|
||||||
| 204 | pydub Audio | 17,603,265 | 9,807 | Audio Audio & Video Processing Media | ||
|
Manipulate audio with a simple and easy, high-level interface.
|
||||||
| 205 | openai-agents Vendor Agent SDKs | 17,494,618 | 30,498 | Vendor Agent SDKs AI and Agents AI & ML | ||
|
OpenAI's framework for building and managing AI agents.
|
||||||
| 206 | vulture General | 17,242,466 | 4,871 | General Code Analysis Developer Tools | ||
|
A tool for finding and analyzing dead Python code.
|
||||||
| 207 | faster-whisper Speech | 17,106,075 | 26,482 | Speech AI and Agents AI & ML | ||
|
A Whisper reimplementation on CTranslate2, up to 4 times faster than openai-whisper with less memory.
|
||||||
| 208 | yfinance Financial Data | 16,798,925 | 25,818 | Financial Data Data Ingestion / ETL Data & Science | ||
|
Easy Pythonic way to download market and financial data from Yahoo Finance.
|
||||||
| 209 | hydra-core Configuration Files | 16,768,038 | 10,731 | Configuration Files Python Toolchain | ||
|
Hydra is a framework for elegantly configuring complex applications.
|
||||||
| 210 | ftfy Encoding and Unicode | 16,723,869 | 4,067 | Encoding and Unicode Text Processing Text & Documents | ||
|
Makes Unicode text less broken and more consistent automagically.
|
||||||
| 211 | mysqlclient MySQL | 16,250,160 | 2,542 | MySQL Database Drivers Database & Storage | ||
|
MySQL and MariaDB connector (MySQLdb1 fork).
|
||||||
| 212 | feedparser Content Extraction | 16,239,516 | 2,454 | Content Extraction Web Scraping HTTP & Scraping | ||
|
Universal feed parser.
|
||||||
| 213 | pyserial Hardware | 16,115,264 | 3,593 | Hardware Other | ||
|
Python serial port access library for Windows, macOS, Linux, and BSD.
|
||||||
| 214 | trafilatura Content Extraction | 15,779,974 | 7,076 | Content Extraction Web Scraping HTTP & Scraping | ||
|
A tool for gathering text and metadata from the web, with built-in content filtering.
|
||||||
| 215 | geopandas Geolocation | 15,706,453 | 5,292 | Geolocation Data & Science | ||
|
Python tools for geographic data (GeoSeries/GeoDataFrame) built on pandas.
|
||||||
| 216 | mkdocs-material Documentation | 15,635,945 | 27,599 | Documentation Developer Tools | ||
|
A documentation framework and Material Design theme built on MkDocs.
|
||||||
| 217 | Twisted Async I/O | 15,616,046 | 6,000 | Async I/O Asynchronous Programming Python Language | ||
|
An event-driven networking engine.
|
||||||
| 218 | ray Distributed Computing | 15,519,593 | 44,202 | Distributed Computing DevOps | ||
|
A unified framework for scaling AI and Python applications.
|
||||||
| 219 | django-storages Web Asset Management | 15,138,210 | 2,959 | Web Asset Management Web Development | ||
|
A collection of custom storage back ends for Django.
|
||||||
| 220 | optuna Hyperparameter Optimization | 14,493,056 | 15,006 | Hyperparameter Optimization Machine Learning AI & ML | ||
|
A hyperparameter optimization framework with define-by-run search spaces and pruning of unpromising trials.
|
||||||
| 221 | huey Task Queues | 14,251,279 | 6,060 | Task Queues DevOps | ||
|
A little task queue with multi-process, multi-thread, or greenlet workers.
|
||||||
| 222 | granian ASGI | 13,921,616 | 5,767 | ASGI Web Servers Web Development | ||
|
A Rust HTTP server for Python apps built on Hyper and Tokio, supporting WSGI/ASGI/RSGI.
|
||||||
| 223 | tensorflow Frameworks | 13,564,724 | 201,312 | Frameworks Deep Learning AI & ML | ||
|
An end-to-end machine learning platform from Google.
|
||||||
| 224 | ipdb pdb-like Debugger | 13,531,584 | 1,975 | pdb-like Debugger Debugging Tools Developer Tools | ||
|
IPython-enabled pdb.
|
||||||
| 225 | pika Messaging | 13,505,830 | 3,891 | Messaging DevOps | ||
|
Pure-Python RabbitMQ/AMQP 0-9-1 client library.
|
||||||
| 226 | pyelftools General | 13,177,952 | 2,289 | General File Format Processing Text & Documents | ||
|
Parsing and analyzing ELF files and DWARF debugging information.
|
||||||
| 227 | ollama Local LLM Inference | 12,871,343 | 10,665 | Local LLM Inference AI and Agents AI & ML | ||
|
Python client for Ollama, which downloads and runs open-weight LLMs locally.
|
||||||
| 228 | rq Task Queues | 12,730,647 | 10,702 | Task Queues DevOps | ||
|
Simple job queues for Python.
|
||||||
| 229 | faiss-cpu Vector Search | 12,717,736 | 41,256 | Vector Search Search Database & Storage | ||
|
A library for efficient similarity search and clustering of dense vectors.
|
||||||
| 230 | polyfactory Object Factories | 12,616,947 | 1,521 | Object Factories Testing Developer Tools | ||
|
A mock data generation library based on type hints (continuation of
pydantic-factories). |
||||||
| 231 | aiosmtplib Email | 12,584,364 | 436 | Email HTTP & Scraping | ||
|
An asyncio SMTP client.
|
||||||
| 232 | geopy Geolocation | 12,521,885 | 4,872 | Geolocation Data & Science | ||
|
Python Geocoding Toolbox.
|
||||||
| 233 | keras Frameworks | 12,453,865 | 64,418 | Frameworks Deep Learning AI & ML | ||
|
A high-level deep learning library with support for JAX, TensorFlow, and PyTorch backends.
|
||||||
| 234 | django-redis Django | 12,347,960 | 3,088 | Django Caching Database & Storage | ||
|
Full-featured Redis cache backend for Django.
|
||||||
| 235 | clickhouse-driver ClickHouse | 11,920,942 | 1,307 | ClickHouse Database Drivers Database & Storage | ||
|
Python driver with native interface for ClickHouse.
|
||||||
| 236 | jax Frameworks | 11,686,414 | 36,577 | Frameworks Deep Learning AI & ML | ||
|
A library for high-performance numerical computing with autodiff and JIT compilation.
|
||||||
| 237 | memray Profiler | 11,415,067 | 15,406 | Profiler Debugging Tools Developer Tools | ||
|
Tracks memory allocations in Python code, native extensions, and the interpreter itself.
|
||||||
| 238 | librosa Audio | 11,075,459 | 8,799 | Audio Audio & Video Processing Media | ||
|
Python library for audio and music analysis.
|
||||||
| 239 | pytorch-lightning Frameworks | 10,913,113 | 31,443 | Frameworks Deep Learning AI & ML | ||
|
Deep learning framework to train, deploy, and ship AI products Lightning fast.
|
||||||
| 240 | locust Load Testing | 10,792,934 | 28,261 | Load Testing Testing Developer Tools | ||
|
Scalable user load testing tool written in Python.
|
||||||
| 241 | pyinstaller Executables | 10,471,969 | 13,139 | Executables Distribution Python Toolchain | ||
|
Converts Python programs into standalone executables (cross-platform).
|
||||||
| 242 | pyrefly Type Checkers | 10,402,559 | 7,184 | Type Checkers Code Analysis Developer Tools | ||
|
A fast type checker and language server for Python.
|
||||||
| 243 | paho-mqtt Messaging | 10,348,738 | 2,433 | Messaging DevOps | ||
|
The Eclipse Paho MQTT client for Python.
|
||||||
| 244 | google-adk Vendor Agent SDKs | 10,322,545 | 22,105 | Vendor Agent SDKs AI and Agents AI & ML | ||
|
Google's code-first toolkit for building, evaluating, and deploying AI agents.
|
||||||
| 245 | dagster Workflow Orchestration | 10,116,339 | 16,369 | Workflow Orchestration Job Schedulers DevOps | ||
|
An orchestration platform for the development, production, and observation of data assets.
|
||||||
| 246 | django-debug-toolbar Others | 9,945,292 | 8,379 | Others Debugging Tools Developer Tools | ||
|
Display various debug information for Django.
|
||||||
| 247 | pandera Data Validation | 9,776,915 | 4,510 | Data Validation Data & Science | ||
|
A data validation library for dataframes, with support for pandas, polars, PySpark, and more.
|
||||||
| 248 | mutagen Metadata | 9,734,746 | 1,982 | Metadata Audio & Video Processing Media | ||
|
A Python module to handle audio metadata.
|
||||||
| 249 | instructor Data Layer | 9,636,878 | 14,095 | Data Layer AI and Agents AI & ML | ||
|
A library for extracting structured data from LLMs, powered by Pydantic.
|
||||||
| 250 | peft Fine-tuning | 9,286,891 | 21,874 | Fine-tuning AI and Agents AI & ML | ||
|
A library for parameter-efficient fine-tuning of large pretrained models.
|
||||||
| 251 | autobahn-python WebSocket | 9,249,880 | 2,539 | WebSocket Web Development | ||
|
WebSocket & WAMP for Python on Twisted and asyncio.
|
||||||
| 252 | pyinstrument Profiler | 9,237,081 | 8,025 | Profiler Debugging Tools Developer Tools | ||
|
A statistical wall-clock profiler with low overhead and readable call-tree output.
|
||||||
| 253 | flower Monitoring and Processes | 8,768,885 | 7,239 | Monitoring and Processes DevOps Tools DevOps | ||
|
A real-time monitor and web admin for Celery task queues.
|
||||||
| 254 | ansible Configuration Management | 8,745,207 | 71,249 | Configuration Management DevOps Tools DevOps | ||
|
A radically simple IT automation platform.
|
||||||
| 255 | bottle Synchronous | 8,736,026 | 8,798 | Synchronous Web Frameworks Web Development | ||
|
A fast and simple micro-framework distributed as a single file with no dependencies.
|
||||||
| 256 | supervisor Monitoring and Processes | 8,724,034 | 9,160 | Monitoring and Processes DevOps Tools DevOps | ||
|
Supervisor process control system for UNIX.
|
||||||
| 257 | chromadb Vector | 8,714,790 | 29,634 | Vector Database Database & Storage | ||
|
An open-source embedding database for building AI applications with semantic search.
|
||||||
| 258 | prefect Workflow Orchestration | 8,460,320 | 24,114 | Workflow Orchestration Job Schedulers DevOps | ||
|
A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
|
||||||
| 259 | funcy Functional Programming | 8,166,271 | 3,506 | Functional Programming Python Language | ||
|
Fancy and practical functional tools.
|
||||||
| 260 | dash Dashboards and Apps | 8,085,298 | 24,477 | Dashboards and Apps Data Visualization Data & Science | ||
|
A framework for building data apps and dashboards in pure Python, built on Plotly.
|
||||||
| 261 | fabric Deployment | 7,892,536 | 15,522 | Deployment DevOps Tools DevOps | ||
|
A simple, Pythonic tool for remote execution and deployment.
|
||||||
| 262 | hypercorn ASGI | 7,872,402 | 1,619 | ASGI Web Servers Web Development | ||
|
An ASGI and WSGI server based on Hyper libraries and inspired by Gunicorn.
|
||||||
| 263 | pint Physics and Engineering | 7,807,968 | 2,822 | Physics and Engineering Science Data & Science | ||
|
Operate and manipulate physical quantities with units and dimensional analysis.
|
||||||
| 264 | lancedb Vector | 7,733,031 | 11,843 | Vector Database Database & Storage | ||
|
A developer-friendly embedded retrieval database for multimodal AI.
|
||||||
| 265 | cookiecutter Project Scaffolding | 7,644,891 | 25,174 | Project Scaffolding CLI Tools CLI & GUI | ||
|
A command-line utility that creates projects from cookiecutters (project templates).
|
||||||
| 266 | waitress WSGI | 7,579,641 | 1,600 | WSGI Web Servers Web Development | ||
|
Multi-threaded, powers Pyramid.
|
||||||
| 267 | poethepoet Build Tools | 7,534,505 | 2,094 | Build Tools Developer Tools | ||
|
A task runner that defines tasks in pyproject.toml and works with poetry or uv.
|
||||||
| 268 | pyfiglet General | 7,154,634 | 1,594 | General Text Processing Text & Documents | ||
|
An implementation of figlet written in Python.
|
||||||
| 269 | rdkit Biology and Chemistry | 7,147,345 | 3,666 | Biology and Chemistry Science Data & Science | ||
|
Cheminformatics and machine learning software.
|
||||||
| 270 | catboost Gradient Boosting | 7,022,109 | 9,193 | Gradient Boosting Machine Learning AI & ML | ||
|
A fast, scalable, high-performance gradient boosting on decision trees library.
|
||||||
| 271 | strawberry Framework Agnostic | 6,977,057 | 4,725 | Framework Agnostic Web APIs Web Development | ||
|
A GraphQL library that leverages Python type annotations for schema definition.
|
||||||
| 272 | pydantic-ai Orchestration | 6,838,404 | 21,027 | Orchestration AI and Agents AI & ML | ||
|
A Python agent framework for building generative AI applications with structured schemas.
|
||||||
| 273 | sh Monitoring and Processes | 6,764,037 | 7,248 | Monitoring and Processes DevOps Tools DevOps | ||
|
A full-fledged subprocess replacement for Python.
|
||||||
| 274 | django-allauth OAuth | 6,753,714 | 10,383 | OAuth Authentication Web Development | ||
|
Authentication app for Django that "just works."
|
||||||
| 275 | apache-airflow Workflow Orchestration | 6,742,881 | 47,360 | Workflow Orchestration Job Schedulers DevOps | ||
|
Airflow is a platform to programmatically author, schedule and monitor workflows.
|
||||||
| 276 | openai-whisper Speech | 6,653,167 | 111,962 | Speech AI and Agents AI & ML | ||
|
A general-purpose automatic speech recognition model trained on 680k hours of multilingual and multitask supervised data.
|
||||||
| 277 | schedule Task Scheduling | 6,625,081 | 12,266 | Task Scheduling Job Schedulers DevOps | ||
|
Python job scheduling for humans.
|
||||||
| 278 | bokeh Plotting | 6,613,726 | 20,468 | Plotting Data Visualization Data & Science | ||
|
Interactive web plotting for Python.
|
||||||
| 279 | browser-use Frameworks | 6,596,551 | 120,040 | Frameworks Web Scraping HTTP & Scraping | ||
|
Make websites accessible for AI agents with easy browser automation.
|
||||||
| 280 | gradio Dashboards and Apps | 6,434,209 | 43,999 | Dashboards and Apps Data Visualization Data & Science | ||
|
Build and share machine learning apps, all in Python.
|
||||||
| 281 | channels WebSocket | 6,277,152 | 6,363 | WebSocket Web Development | ||
|
Brings WebSocket, long-poll HTTP, and other async support to Django.
|
||||||
| 282 | diffusers Image and Video Generation | 6,266,981 | 34,864 | Image and Video Generation AI and Agents AI & ML | ||
|
Pre-trained diffusion models for generating and editing images, audio, and video.
|
||||||
| 283 | django-oauth-toolkit OAuth | 6,162,944 | 3,343 | OAuth Authentication Web Development | ||
|
An OAuth 2.0 authorization server for Django.
|
||||||
| 284 | biopython Biology and Chemistry | 6,121,938 | 5,261 | Biology and Chemistry Science Data & Science | ||
|
Biopython is a set of freely available tools for biological computation.
|
||||||
| 285 | moviepy Video | 6,103,883 | 15,109 | Video Audio & Video Processing Media | ||
|
A module for script-based movie editing with many formats, including animated GIFs.
|
||||||
| 286 | urwid TUI Frameworks | 6,101,615 | 3,027 | TUI Frameworks CLI Development CLI & GUI | ||
|
A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
|
||||||
| 287 | imbalanced-learn General | 6,065,353 | 7,134 | General Machine Learning AI & ML | ||
|
Resampling techniques for imbalanced datasets, compatible with scikit-learn.
|
||||||
| 288 | whenever Date and Time | 6,024,948 | 2,415 | Date and Time Python Language | ||
|
A modern datetime library, type-safe and DST-safe, in Rust or pure Python.
|
||||||
| 289 | dlt General | 5,928,262 | 6,055 | 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.
|
||||||
| 290 | jieba Chinese | 5,916,528 | 35,229 | Chinese Natural Language Processing AI & ML | ||
|
The most popular Chinese text segmentation library.
|
||||||
| 291 | python-box Built-in Classes Enhancement | 5,781,520 | 2,841 | Built-in Classes Enhancement Python Language | ||
|
Python dictionaries with advanced dot notation access.
|
||||||
| 292 | tablib General | 5,636,972 | 4,758 | General File Format Processing Text & Documents | ||
|
A module for tabular datasets in XLS, CSV, JSON, YAML.
|
||||||
| 293 | dspy Prompt Optimization | 5,614,769 | 38,923 | Prompt Optimization AI and Agents AI & ML | ||
|
A framework for programming, not prompting, language models.
|
||||||
| 294 | dynaconf Configuration Files | 5,504,929 | 4,338 | Configuration Files Python Toolchain | ||
|
Dynaconf is a configuration manager with plugins for Django and Flask.
|
||||||
| 295 | pex Executables | 5,330,140 | 4,226 | Executables Distribution Python Toolchain | ||
|
A tool for building self-contained Python executable environments (PEP 441 zipapps).
|
||||||
| 296 | scrapy Frameworks | 5,328,672 | 65,227 | Frameworks Web Scraping HTTP & Scraping | ||
|
A fast high-level web crawling and scraping framework.
|
||||||
| 297 | schemathesis API Testing | 5,119,001 | 3,745 | API Testing Testing Developer Tools | ||
|
Automatic property-based testing of web APIs from OpenAPI or GraphQL schemas.
|
||||||
| 298 | django-ninja Django | 5,047,158 | 9,232 | Django Web APIs Web Development | ||
|
Fast, Django REST framework based on type hints and Pydantic.
|
||||||
| 299 | ultralytics General | 4,979,740 | 63,127 | General Computer Vision AI & ML | ||
|
Ultralytics YOLO for object detection, segmentation, pose estimation, classification, and tracking.
|
||||||
| 300 | mitmproxy Penetration Testing | 4,913,443 | 46,644 | Penetration Testing Security | ||
|
An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
|
||||||
| 301 | gymnasium Reinforcement Learning | 4,820,228 | 12,778 | Reinforcement Learning Deep Learning AI & ML | ||
|
A standard API for reinforcement learning environments with popular reference environments (gym successor).
|
||||||
| 302 | pypandoc File Conversion | 4,791,448 | 1,155 | File Conversion File Format Processing Text & Documents | ||
|
A thin wrapper for pandoc, the universal document converter.
|
||||||
| 303 | tinydb Key-Value & Document | 4,730,486 | 7,575 | Key-Value & Document Database Database & Storage | ||
|
A tiny, document-oriented database.
|
||||||
| 304 | nox Test Runners | 4,684,667 | 1,560 | Test Runners Testing Developer Tools | ||
|
Flexible test automation for Python.
|
||||||
| 305 | tinytag Metadata | 4,644,731 | 843 | Metadata Audio & Video Processing Media | ||
|
A library for reading audio file metadata of MP3, MP4, WAV, OGG, FLAC, WMA, and AIFF files.
|
||||||
| 306 | hatch Package Managers | 4,356,368 | 7,248 | Package Managers Package Management Python Toolchain | ||
|
Modern, extensible Python project manager for environments, builds, and publishing.
|
||||||
| 307 | parsy Parser | 4,343,629 | 455 | Parser Text Processing Text & Documents | ||
|
Easy, generic parser combinator library for creating parsers.
|
||||||
| 308 | PySide6 Qt | 4,195,258 | 136 | Qt GUI Development CLI & GUI | ||
|
Qt for Python offers the official Python bindings for Qt, largely API-compatible with PyQt6 but with different licensing.
|
||||||
| 309 | scapy Network Virtualization | 4,142,204 | 12,674 | Network Virtualization DevOps | ||
|
A brilliant packet manipulation library.
|
||||||
| 310 | pipx Package Managers | 4,071,587 | 12,985 | Package Managers Package Management Python Toolchain | ||
|
Install and run Python applications in isolated environments. Like
npx in Node.js. |
||||||
| 311 | prophet Time Series Forecasting | 4,037,899 | 20,473 | Time Series Forecasting Machine Learning AI & ML | ||
|
A tool for producing forecasts for time series with multiple seasonality and trend changes.
|
||||||
| 312 | rembg General | 3,986,148 | 25,339 | General Image Processing Media | ||
|
A tool to remove image backgrounds.
|
||||||
| 313 | ast-grep-cli Refactoring | 3,971,426 | 16,446 | Refactoring Code Analysis Developer Tools | ||
|
A CLI tool for structural code search, linting, and rewriting based on syntax trees.
|
||||||
| 314 | docling File Conversion | 3,913,293 | 70,110 | File Conversion File Format Processing Text & Documents | ||
|
Library for converting documents into structured data.
|
||||||
| 315 | django-anymail Email | 3,835,280 | 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 | 3,829,792 | 2,926 | 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 | connexion Framework Agnostic | 3,764,544 | 4,613 | Framework Agnostic Web APIs Web Development | ||
|
A spec-first framework that handles requests based on your OpenAPI specification.
|
||||||
| 318 | ibis-framework Data Analysis | 3,630,839 | 6,694 | Data Analysis Data & Science | ||
|
A portable Python dataframe library with a single API for 20+ backends.
|
||||||
| 319 | astropy Physics and Engineering | 3,613,177 | 5,409 | Physics and Engineering Science Data & Science | ||
|
A community Python library for astronomy.
|
||||||
| 320 | robotframework Frameworks | 3,563,424 | 11,981 | Frameworks Testing Developer Tools | ||
|
A generic test automation framework.
|
||||||
| 321 | hishel HTTP Responses | 3,468,696 | 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.
|
||||||
| 322 | pyglet Game Frameworks | 3,389,204 | 2,227 | Game Frameworks Game Development Media | ||
|
A cross-platform windowing and multimedia library for Python.
|
||||||
| 323 | geojson Geolocation | 3,227,515 | 1,001 | Geolocation Data & Science | ||
|
Python bindings and utilities for GeoJSON.
|
||||||
| 324 | gensim General | 3,106,442 | 16,511 | General Natural Language Processing AI & ML | ||
|
Topic Modeling for Humans.
|
||||||
| 325 | pynamodb NoSQL Databases | 3,101,037 | 2,646 | NoSQL Databases ORM Database & Storage | ||
|
A Pythonic interface for Amazon DynamoDB.
|
||||||
| 326 | flask-socketio WebSocket | 2,991,171 | 5,504 | WebSocket Web Development | ||
|
Socket.IO integration for Flask applications.
|
||||||
| 327 | alive-progress Terminal Rendering | 2,961,609 | 6,324 | Terminal Rendering CLI Development CLI & GUI | ||
|
A new kind of progress bar, with real-time throughput, ETA and very cool animations.
|
||||||
| 328 | pygame Game Frameworks | 2,905,096 | 9,001 | Game Frameworks Game Development Media | ||
|
Pygame is a set of Python modules designed for writing games.
|
||||||
| 329 | kornia General | 2,829,716 | 12,328 | General Computer Vision AI & ML | ||
|
Open-source differentiable computer vision library for PyTorch.
|
||||||
| 330 | marimo Interactive Interpreter | 2,805,427 | 23,426 | Interactive Interpreter Developer Tools | ||
|
A reactive notebook for Python, stored as pure Python and runnable as a script or app.
|
||||||
| 331 | mssql-python Other Relational Databases | 2,802,727 | 482 | Other Relational Databases Database Drivers Database & Storage | ||
|
Official Microsoft driver for SQL Server and Azure SQL, built on ODBC for high performance.
|
||||||
| 332 | crewai Orchestration | 2,760,920 | 60,506 | Orchestration AI and Agents AI & ML | ||
|
A framework for orchestrating role-playing autonomous AI agents for collaborative task solving.
|
||||||
| 333 | cassandra-driver NoSQL Databases | 2,640,989 | 1,429 | NoSQL Databases Database Drivers Database & Storage | ||
|
The Python driver for Apache Cassandra.
|
||||||
| 334 | vllm LLM Serving | 2,618,252 | 96,329 | LLM Serving AI and Agents AI & ML | ||
|
A high-throughput and memory-efficient inference and serving engine for LLMs.
|
||||||
| 335 | mem0 Data Layer | 2,613,670 | 68,410 | Data Layer AI and Agents AI & ML | ||
|
An intelligent memory layer for AI agents enabling personalized interactions.
|
||||||
| 336 | pypinyin Chinese | 2,612,189 | 5,390 | Chinese Natural Language Processing AI & ML | ||
|
Convert Chinese hanzi (æ¼¢å—) to pinyin (拼音).
|
||||||
| 337 | python-barcode Barcodes and QR Codes | 2,589,870 | 658 | Barcodes and QR Codes Image Processing Media | ||
|
Create barcodes in Python with no extra dependencies.
|
||||||
| 338 | taskiq Task Queues | 2,557,202 | 2,370 | Task Queues DevOps | ||
|
Distributed task queue with native asyncio support and pluggable brokers.
|
||||||
| 339 | django-silk Others | 2,537,554 | 5,004 | Others Debugging Tools Developer Tools | ||
|
Live profiling and inspection of HTTP requests and database queries for Django.
|
||||||
| 340 | pythonnet Microsoft Windows | 2,481,255 | 5,535 | Microsoft Windows Other | ||
|
Python integration with the .NET Common Language Runtime (CLR).
|
||||||
| 341 | apsw SQLite | 2,453,037 | 953 | SQLite Database Drivers Database & Storage | ||
|
Another Python SQLite Wrapper, exposing the complete SQLite C API.
|
||||||
| 342 | django-compressor Web Asset Management | 2,443,406 | 2,870 | Web Asset Management Web Development | ||
|
Compresses linked and inline JavaScript or CSS into a single cached file.
|
||||||
| 343 | trl Fine-tuning | 2,370,237 | 19,669 | Fine-tuning AI and Agents AI & ML | ||
|
A library for post-training transformer language models with SFT, DPO, GRPO, and other trainers.
|
||||||
| 344 | mimesis Fake Data | 2,367,582 | 4,864 | Fake Data Testing Developer Tools | ||
|
A Python library for generating fake but realistic data in multiple languages and locales.
|
||||||
| 345 | dramatiq Task Queues | 2,338,217 | 5,339 | Task Queues DevOps | ||
|
A fast and reliable background task processing library for Python 3.
|
||||||
| 346 | llama-index Data Layer | 2,312,068 | 52,807 | Data Layer AI and Agents AI & ML | ||
|
A toolkit for building RAG pipelines and agents over your data.
|
||||||
| 347 | easyocr OCR | 2,296,939 | 30,125 | OCR Computer Vision AI & ML | ||
|
Ready-to-use OCR with 80+ languages supported.
|
||||||
| 348 | copier Project Scaffolding | 2,250,776 | 3,679 | Project Scaffolding CLI Tools CLI & GUI | ||
|
A library and command-line utility for rendering project templates.
|
||||||
| 349 | zensical Documentation | 2,226,260 | 6,085 | Documentation Developer Tools | ||
|
A modern static site generator for technical documentation.
|
||||||
| 350 | python-statemachine Design Patterns | 2,216,822 | 1,331 | Design Patterns Algorithms and Design Patterns Developer Tools | ||
|
Expressive statecharts and finite state machines with a declarative API, in sync and async codebases.
|
||||||
| 351 | bleak Hardware | 2,114,483 | 2,572 | Hardware Other | ||
|
A cross-platform Bluetooth Low Energy client for Python using asyncio.
|
||||||
| 352 | strawberry-django Django | 2,097,963 | 504 | Django Web APIs Web Development | ||
|
Strawberry GraphQL integration with Django.
|
||||||
| 353 | dogpile.cache General | 2,093,897 | 301 | General Caching Database & Storage | ||
|
A caching API for Redis, Memcached, and others, with coordinated value regeneration.
|
||||||
| 354 | pyramid Synchronous | 2,080,695 | 4,102 | Synchronous Web Frameworks Web Development | ||
|
A small, fast, down-to-earth, open source Python web framework.
|
||||||
| 355 | stagehand Frameworks | 2,044,443 | 25,950 | 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 | 2,036,905 | 2,176 | Hardware Other | ||
|
A library to control and monitor input devices.
|
||||||
| 357 | django-cacheops Django | 2,018,497 | 2,272 | Django Caching Database & Storage | ||
|
A slick ORM cache with automatic granular event-driven invalidation.
|
||||||
| 358 | graphify Specialized | 1,995,212 | 142,432 | Specialized Data Visualization Data & Science | ||
|
Turns code, SQL schemas, docs, papers, images, or videos into a queryable knowledge graph.
|
||||||
| 359 | pywebview Web-based | 1,967,371 | 6,153 | Web-based GUI Development CLI & GUI | ||
|
A lightweight cross-platform native wrapper around a webview component.
|
||||||
| 360 | beanie NoSQL Databases | 1,939,211 | 2,708 | NoSQL Databases ORM Database & Storage | ||
|
An asynchronous Python object-document mapper (ODM) for MongoDB.
|
||||||
| 361 | django-unfold Admin Panels | 1,886,093 | 3,746 | Admin Panels Web Development | ||
|
A modern Django admin theme for building dashboards, internal tools, and business applications.
|
||||||
| 362 | statsforecast Time Series Forecasting | 1,823,590 | 4,961 | Time Series Forecasting Machine Learning AI & ML | ||
|
Fast statistical forecasting models such as ARIMA, ETS, and Theta, compiled with numba.
|
||||||
| 363 | faststream Messaging | 1,757,554 | 5,392 | Messaging DevOps | ||
|
A framework for building async services over Kafka, RabbitMQ, NATS, MQTT, and Redis.
|
||||||
| 364 | hyperopt Hyperparameter Optimization | 1,757,174 | 7,600 | Hyperparameter Optimization Machine Learning AI & ML | ||
|
Distributed asynchronous hyperparameter optimization with Tree-structured Parzen Estimators.
|
||||||
| 365 | litestar Asynchronous | 1,738,328 | 8,533 | Asynchronous Web Frameworks Web Development | ||
|
Production-ready, capable and extensible ASGI web framework.
|
||||||
| 366 | secure Web Security | 1,737,246 | 1,074 | Web Security Security | ||
|
HTTP security headers for Python web applications with ASGI and WSGI middleware.
|
||||||
| 367 | mongoengine NoSQL Databases | 1,671,645 | 4,347 | NoSQL Databases ORM Database & Storage | ||
|
A Python object-document mapper for working with MongoDB.
|
||||||
| 368 | PyQt6 Qt | 1,664,029 | External | — | Qt GUI Development CLI & GUI | |
|
Python bindings for the Qt cross-platform application and UI framework.
|
||||||
| 369 | seleniumbase Browser Automation | 1,636,617 | 13,224 | Browser Automation Testing Developer Tools | ||
|
Python framework for web automation & testing, with stealth options.
|
||||||
| 370 | flask-restx Flask | 1,590,461 | 2,229 | Flask Web APIs Web Development | ||
|
Fully featured framework for fast, easy and documented API development with Flask.
|
||||||
| 371 | complexipy General | 1,510,186 | 903 | General Code Analysis Developer Tools | ||
|
Cognitive complexity analysis for Python code, written in Rust.
|
||||||
| 372 | rope Refactoring | 1,496,820 | 2,245 | Refactoring Code Analysis Developer Tools | ||
|
Rope is a Python refactoring library.
|
||||||
| 373 | crawl4ai Frameworks | 1,496,008 | 86,906 | Frameworks Web Scraping HTTP & Scraping | ||
|
An open-source, LLM-friendly web crawler that provides lightning-fast, structured data extraction specifically designed for AI agents.
|
||||||
| 374 | gTTS Speech | 1,468,300 | 2,637 | Speech AI and Agents AI & ML | ||
|
Python library and CLI tool for converting text to speech using Google Translate TTS.
|
||||||
| 375 | ptpython Interactive Interpreter | 1,446,258 | 5,459 | Interactive Interpreter Developer Tools | ||
|
Advanced Python REPL built on top of the python-prompt-toolkit.
|
||||||
| 376 | viztracer Tracing | 1,445,912 | 7,773 | Tracing Debugging Tools Developer Tools | ||
|
A low-overhead tool that traces and visualizes Python code execution.
|
||||||
| 377 | returns Functional Programming | 1,425,591 | 4,386 | Functional Programming Python Language | ||
|
A set of type-safe monads, transformers, and composition utilities.
|
||||||
| 378 | OpenCC Chinese | 1,423,861 | 10,090 | Chinese Natural Language Processing AI & ML | ||
|
Traditional/Simplified Chinese conversion with regional variants and phrase-level rules.
|
||||||
| 379 | wand General | 1,404,633 | 1,483 | General Image Processing Media | ||
|
Python bindings for MagickWand, C API for ImageMagick.
|
||||||
| 380 | icecream Others | 1,362,392 | 10,108 | Others Debugging Tools Developer Tools | ||
|
Inspect variables, expressions, and program execution with a single, simple function call.
|
||||||
| 381 | paddleocr OCR | 1,337,014 | 92,262 | OCR Computer Vision AI & ML | ||
|
Multilingual OCR and document parsing toolkit based on PaddlePaddle.
|
||||||
| 382 | nicegui Web-based | 1,328,889 | 16,329 | Web-based GUI Development CLI & GUI | ||
|
An easy-to-use, Python-based UI framework, which shows up in your web browser.
|
||||||
| 383 | flask-admin Admin Panels | 1,316,764 | 6,072 | Admin Panels Web Development | ||
|
Simple and extensible administrative interface framework for Flask.
|
||||||
| 384 | pymc Simulation and Modeling | 1,299,532 | 9,828 | Simulation and Modeling Science Data & Science | ||
|
Probabilistic programming and Bayesian modeling in Python.
|
||||||
| 385 | scrapling Frameworks | 1,219,204 | 96,494 | Frameworks Web Scraping HTTP & Scraping | ||
|
An adaptive scraping framework whose selectors relocate elements after page changes, with stealth fetchers and spiders.
|
||||||
| 386 | edgartools Financial Data | 1,201,912 | 2,837 | Financial Data Data Ingestion / ETL Data & Science | ||
|
Downloads SEC EDGAR filings and XBRL financial statements as structured data.
|
||||||
| 387 | pyvips General | 1,173,173 | 816 | General Image Processing Media | ||
|
A binding for libvips, a fast image processing library with low memory needs.
|
||||||
| 388 | qiskit Quantum Computing | 1,150,530 | 7,953 | Quantum Computing Data & Science | ||
|
An IBM-backed quantum SDK for building, simulating, and running circuits on real quantum hardware.
|
||||||
| 389 | akshare Financial Data | 1,139,273 | 23,214 | Financial Data Data Ingestion / ETL Data & Science | ||
|
A financial data interface library, with data provided for academic research only.
|
||||||
| 390 | sglang LLM Serving | 1,099,646 | 38,460 | LLM Serving AI and Agents AI & ML | ||
|
A high-performance serving framework for large language models and multimodal models.
|
||||||
| 391 | sqlite-utils SQLite | 1,099,143 | 2,185 | SQLite Database Drivers Database & Storage | ||
|
Python CLI utility and library for manipulating SQLite databases.
|
||||||
| 392 | pdoc Documentation | 1,087,085 | 2,527 | Documentation Developer Tools | ||
|
Auto-generates API documentation for Python projects.
|
||||||
| 393 | sqladmin Admin Panels | 1,086,659 | 2,851 | Admin Panels Web Development | ||
|
An admin interface for SQLAlchemy models in FastAPI and Starlette.
|
||||||
| 394 | cartopy Specialized | 1,045,603 | 1,625 | Specialized Data Visualization Data & Science | ||
|
A cartographic Python library with matplotlib support.
|
||||||
| 395 | annoy Recommender Systems | 1,022,182 | 14,331 | Recommender Systems AI & ML | ||
|
Approximate Nearest Neighbors in C++/Python optimized for memory usage.
|
||||||
| 396 | django-guardian Permissions | 1,014,048 | 3,921 | Permissions Authentication Web Development | ||
|
Implementation of per-object permissions for Django.
|
||||||
| 397 | netmiko Network Virtualization | 988,109 | 4,319 | Network Virtualization DevOps | ||
|
Multi-vendor library to simplify CLI connections to network devices.
|
||||||
| 398 | stanza General | 984,907 | 7,906 | General Natural Language Processing AI & ML | ||
|
The Stanford NLP Group's official Python library, supporting 60+ languages.
|
||||||
| 399 | pwntools Penetration Testing | 976,165 | 13,828 | Penetration Testing Security | ||
|
A CTF framework and exploit development library.
|
||||||
| 400 | diagrams Documentation | 837,459 | 42,780 | Documentation Developer Tools | ||
|
Diagram as Code.
|
||||||
| 401 | PyGObject Desktop | 825,647 | 160 | Desktop GUI Development CLI & GUI | ||
|
Python bindings for GLib/GObject/GIO/GTK.
|
||||||
| 402 | unsloth Fine-tuning | 813,419 | 79,051 | Fine-tuning AI and Agents AI & ML | ||
|
Faster, lower-memory LLM fine-tuning, as a Python library or a desktop app.
|
||||||
| 403 | Nuitka Executables | 811,103 | 15,225 | Executables Distribution Python Toolchain | ||
|
Compiles Python programs into high-performance standalone executables (cross-platform).
|
||||||
| 404 | meilisearch Full-Text Search | 775,625 | 607 | Full-Text Search Search Database & Storage | ||
|
The official Python client for the Meilisearch search engine.
|
||||||
| 405 | pygame-ce Game Frameworks | 772,519 | 1,716 | Game Frameworks Game Development Media | ||
|
An actively developed drop-in replacement with new features and performance improvements (pygame fork).
|
||||||
| 406 | stable-baselines3 Reinforcement Learning | 765,688 | 13,963 | Reinforcement Learning Deep Learning AI & ML | ||
|
PyTorch implementations of Stable Baselines (deep) reinforcement learning algorithms.
|
||||||
| 407 | wagtail CMS | 740,057 | 20,604 | CMS Web Development | ||
|
A Django content management system.
|
||||||
| 408 | sktime Time Series Forecasting | 727,570 | 10,091 | Time Series Forecasting Machine Learning AI & ML | ||
|
A unified scikit-learn-style framework for forecasting and other time-series learning tasks.
|
||||||
| 409 | scons Build Tools | 724,129 | 2,438 | Build Tools Developer Tools | ||
|
A software construction tool.
|
||||||
| 410 | customtkinter Tkinter | 720,158 | 13,598 | Tkinter GUI Development CLI & GUI | ||
|
A modern and customizable Python UI library based on Tkinter.
|
||||||
| 411 | httpie HTTP Clients | 686,074 | 38,695 | HTTP Clients CLI Tools CLI & GUI | ||
|
A command-line HTTP client, a user-friendly cURL replacement.
|
||||||
| 412 | mpi4py Distributed Computing | 653,256 | 933 | Distributed Computing DevOps | ||
|
Python bindings for MPI.
|
||||||
| 413 | fasthtml Synchronous | 633,998 | 7,061 | Synchronous Web Frameworks Web Development | ||
|
The fastest way to create an HTML app.
|
||||||
| 414 | doit Build Tools | 631,400 | 2,096 | Build Tools Developer Tools | ||
|
A task runner and build tool.
|
||||||
| 415 | pudb pdb-like Debugger | 617,073 | 3,251 | pdb-like Debugger Debugging Tools Developer Tools | ||
|
A full-screen, console-based Python debugger.
|
||||||
| 416 | mlx-lm Local LLM Inference | 615,136 | 7,555 | Local LLM Inference AI and Agents AI & ML | ||
|
Run and fine-tune large language models on Apple Silicon with MLX.
|
||||||
| 417 | llama-cpp-python Local LLM Inference | 614,657 | 10,669 | Local LLM Inference AI and Agents AI & ML | ||
|
Python bindings for llama.cpp, for running GGUF models locally.
|
||||||
| 418 | simpy Simulation and Modeling | 535,014 | GitLab | — | Simulation and Modeling Science Data & Science | |
|
A process-based discrete-event simulation framework.
|
||||||
| 419 | django-rules Permissions | 519,968 | 1,977 | Permissions Authentication Web Development | ||
|
A tiny but powerful app for object-level permissions in Django, without a database.
|
||||||
| 420 | impacket Penetration Testing | 506,783 | 16,227 | 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 | 474,029 | 2,075 | Package Repositories Python Toolchain | ||
|
A minimal PyPI server for uploading and installing packages with pip.
|
||||||
| 422 | openviking Data Layer | 444,206 | 41,542 | Data Layer AI and Agents AI & ML | ||
|
A context database for AI agents that unifies memory, resources, and skills.
|
||||||
| 423 | colour-science Other | 431,799 | 2,683 | Other Science Data & Science | ||
|
Implementing a comprehensive number of colour theory transformations and algorithms.
|
||||||
| 424 | hermes-agent Personal Assistants | 410,893 | 260,555 | Personal Assistants AI and Agents AI & ML | ||
|
An adaptive personal AI assistant that grows with you.
|
||||||
| 425 | funasr Speech | 407,549 | 20,938 | Speech AI and Agents AI & ML | ||
|
Industrial-grade speech recognition toolkit with speaker diarization and emotion detection.
|
||||||
| 426 | timesfm Time Series Forecasting | 400,480 | 35,185 | Time Series Forecasting Machine Learning AI & ML | ||
|
A pretrained foundation model from Google Research for time-series forecasting, with non-commercial default weights.
|
||||||
| 427 | obspy Physics and Engineering | 398,637 | 1,346 | Physics and Engineering Science Data & Science | ||
|
A Python toolbox for seismology.
|
||||||
| 428 | pyarmor Obfuscation | 395,347 | 5,224 | Obfuscation Distribution Python Toolchain | ||
|
A tool used to obfuscate Python scripts, bind obfuscated scripts to a fixed machine or expire obfuscated scripts.
|
||||||
| 429 | pgmpy General | 358,643 | 3,367 | General Machine Learning AI & ML | ||
|
A Python library for causal and probabilistic reasoning with graphical models.
|
||||||
| 430 | scalene Profiler | 349,004 | 13,550 | Profiler Debugging Tools Developer Tools | ||
|
A high-performance, high-precision CPU, GPU, and memory profiler for Python.
|
||||||
| 431 | flet Web-based | 344,717 | 17,508 | Web-based GUI Development CLI & GUI | ||
|
Cross-platform GUI framework for building modern apps in pure Python.
|
||||||
| 432 | flask-smorest Flask | 343,766 | 717 | Flask Web APIs Web Development | ||
|
A Flask/Marshmallow-based REST API framework with automatic OpenAPI documentation.
|
||||||
| 433 | prospector General | 321,876 | 2,082 | General Code Analysis Developer Tools | ||
|
A tool to analyze Python code.
|
||||||
| 434 | django-grappelli Admin Panels | 318,546 | 3,946 | Admin Panels Web Development | ||
|
A jazzy skin for the Django Admin-Interface.
|
||||||
| 435 | xonsh Shells | 307,005 | 9,683 | Shells CLI Tools CLI & GUI | ||
|
A Python-powered shell. Full-featured and cross-platform.
|
||||||
| 436 | flask-debugtoolbar Others | 303,896 | 977 | Others Debugging Tools Developer Tools | ||
|
A port of the django-debug-toolbar to Flask.
|
||||||
| 437 | qutip Quantum Computing | 300,753 | 2,095 | Quantum Computing Data & Science | ||
|
Quantum Toolbox in Python.
|
||||||
| 438 | reflex Asynchronous | 281,721 | 28,985 | Asynchronous Web Frameworks Web Development | ||
|
A framework for building reactive, full-stack web applications entirely with Python.
|
||||||
| 439 | chalice Deployment | 277,661 | 11,061 | Deployment DevOps Tools DevOps | ||
|
A Python serverless microframework for AWS.
|
||||||
| 440 | pgcli Database CLIs | 273,944 | 13,430 | Database CLIs CLI Tools CLI & GUI | ||
|
PostgreSQL CLI with autocompletion and syntax highlighting.
|
||||||
| 441 | justhtml HTML Manipulation | 270,627 | 1,161 | HTML Manipulation Text & Documents | ||
|
A pure Python HTML5 parser that sanitizes untrusted HTML by default.
|
||||||
| 442 | implicit Recommender Systems | 257,840 | 3,836 | Recommender Systems AI & ML | ||
|
A fast Python implementation of collaborative filtering for implicit datasets.
|
||||||
| 443 | yagmail Email | 256,874 | 2,739 | Email HTTP & Scraping | ||
|
Yet another Gmail/SMTP client.
|
||||||
| 444 | django-haystack Full-Text Search | 256,016 | 3,723 | Full-Text Search Search Database & Storage | ||
|
Modular search for Django.
|
||||||
| 445 | dearpygui Desktop | 245,327 | 15,651 | Desktop GUI Development CLI & GUI | ||
|
A simple GPU-accelerated Python GUI framework.
|
||||||
| 446 | panda3d 3D Engines | 237,875 | 5,264 | 3D Engines Game Development Media | ||
|
3D game engine developed jointly by Disney and contributors from around the world.
|
||||||
| 447 | manim Other | 236,744 | 42,255 | Other Science Data & Science | ||
|
An animation engine for explanatory math videos.
|
||||||
| 448 | pyinfra Configuration Management | 236,538 | 6,070 | Configuration Management DevOps Tools DevOps | ||
|
Turns Python code into shell commands and runs them on your servers.
|
||||||
| 449 | apiflask Flask | 228,556 | 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 | 199,110 | 2,295 | General Machine Learning AI & ML | ||
|
sklearn-compatible API with the widest toolset for feature engineering and selection.
|
||||||
| 451 | Kivy Desktop | 197,107 | 19,026 | Desktop GUI Development CLI & GUI | ||
|
An open-source cross-platform GUI framework for desktop, mobile, and embedded devices.
|
||||||
| 452 | pennylane Quantum Computing | 188,046 | 3,519 | Quantum Computing Data & Science | ||
|
A cross-platform library for quantum computing, quantum ML, and quantum chemistry.
|
||||||
| 453 | salt Configuration Management | 175,822 | 15,735 | Configuration Management DevOps Tools DevOps | ||
|
Infrastructure automation and management system.
|
||||||
| 454 | wxPython Desktop | 175,453 | 2,633 | Desktop GUI Development CLI & GUI | ||
|
A cross-platform GUI toolkit that wraps the wxWidgets C++ library.
|
||||||
| 455 | fiftyone General | 172,548 | 11,273 | General Computer Vision AI & ML | ||
|
The open-source tool for building high-quality datasets and computer vision models.
|
||||||
| 456 | cx-Freeze Executables | 156,226 | 1,563 | Executables Distribution Python Toolchain | ||
|
Converts Python scripts into standalone executables and installers for Windows, macOS, and Linux.
|
||||||
| 457 | tmuxp Terminal Workflow | 139,079 | 4,595 | Terminal Workflow CLI Tools CLI & GUI | ||
|
A tmux session manager.
|
||||||
| 458 | devpi Package Repositories | 134,828 | 1,249 | Package Repositories Python Toolchain | ||
|
PyPI server and packaging/testing/release tool.
|
||||||
| 459 | napalm Network Virtualization | 130,245 | 2,520 | Network Virtualization DevOps | ||
|
Cross-vendor API to manipulate network devices.
|
||||||
| 460 | django-cms CMS | 102,426 | 10,680 | CMS Web Development | ||
|
The easy-to-use and developer-friendly enterprise CMS powered by Django.
|
||||||
| 461 | asciimatics TUI Frameworks | 100,285 | 4,310 | TUI Frameworks CLI Development CLI & GUI | ||
|
A package to create full-screen text UIs (from interactive forms to ASCII animations).
|
||||||
| 462 | mycli Database CLIs | 98,119 | 11,993 | Database CLIs CLI Tools CLI & GUI | ||
|
MySQL CLI with autocompletion and syntax highlighting.
|
||||||
| 463 | AstrBot Personal Assistants | 90,760 | 45,995 | 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.
|
||||||
| 464 | cirq Quantum Computing | 86,540 | 5,100 | Quantum Computing Data & Science | ||
|
A Google-developed framework focused on hardware-aware quantum circuit design for NISQ devices.
|
||||||
| 465 | openbb Financial Data | 78,656 | 75,095 | Financial Data Data Ingestion / ETL Data & Science | ||
|
A financial data platform for analysts, quants and AI agents.
|
||||||
| 466 | sherlock-project Penetration Testing | 74,758 | 95,634 | Penetration Testing Security | ||
|
Hunt down social media accounts by username across social networks.
|
||||||
| 467 | borgbackup Other | 66,701 | 13,911 | Other DevOps Tools DevOps | ||
|
A deduplicating archiver with compression and encryption.
|
||||||
| 468 | scikit-surprise Recommender Systems | 63,766 | 6,824 | Recommender Systems AI & ML | ||
|
A scikit for building and analyzing recommender systems.
|
||||||
| 469 | litecli Database CLIs | 59,523 | 3,321 | Database CLIs CLI Tools CLI & GUI | ||
|
SQLite CLI with autocompletion and syntax highlighting.
|
||||||
| 470 | beets Metadata | 58,753 | 15,893 | Metadata Audio & Video Processing Media | ||
|
A music library manager and MusicBrainz tagger.
|
||||||
| 471 | sqlmap Penetration Testing | 58,483 | 38,849 | Penetration Testing Security | ||
|
Automatic SQL injection and database takeover tool.
|
||||||
| 472 | django-mongodb-backend NoSQL Databases | 51,619 | 229 | NoSQL Databases ORM Database & Storage | ||
|
Official MongoDB database backend for Django.
|
||||||
| 473 | thumbor Image Serving | 50,351 | 10,531 | Image Serving Image Processing Media | ||
|
A smart imaging service. It enables on-demand crop, resizing and flipping of images.
|
||||||
| 474 | pelican Static Site Generators | 49,686 | 13,363 | Static Site Generators Web Development | ||
|
Static site generator that supports Markdown and reST syntax.
|
||||||
| 475 | mesa Simulation and Modeling | 48,452 | 3,939 | Simulation and Modeling Science Data & Science | ||
|
An agent-based modeling framework for building, analyzing, and visualizing complex system simulations.
|
||||||
| 476 | arcade Game Frameworks | 39,370 | 2,098 | Game Frameworks Game Development Media | ||
|
An easy-to-use library for creating 2D arcade games.
|
||||||
| 477 | zvec Vector | 32,731 | 16,187 | Vector Database Database & Storage | ||
|
A lightweight, in-process vector database that embeds directly into applications.
|
||||||
| 478 | django-modern-rest Django | 29,684 | 1,523 | Django Web APIs Web Development | ||
|
Modern REST with speed, types, async,
msgspec, pydantic and other goodies. |
||||||
| 479 | toga Desktop | 15,165 | 5,429 | Desktop GUI Development CLI & GUI | ||
|
A Python-native, OS-native GUI toolkit.
|
||||||
| 480 | semantica Data Layer | 14,722 | 14,436 | 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 | 14,495 | 557 | Package Repositories Python Toolchain | ||
|
PyPI mirroring tool provided by the Python Packaging Authority (PyPA).
|
||||||
| 482 | nikola Static Site Generators | 12,358 | 2,748 | Static Site Generators Web Development | ||
|
A static website and blog generator.
|
||||||
| 483 | axolotl Fine-tuning | 10,021 | 12,667 | Fine-tuning AI and Agents AI & ML | ||
|
A framework for fine-tuning and post-training large language models.
|
||||||
| 484 | pangu.py Chinese | 9,426 | 281 | Chinese Natural Language Processing AI & ML | ||
|
Paranoid text spacing.
|
||||||
| 485 | iredis Database CLIs | 9,366 | 2,762 | Database CLIs CLI Tools CLI & GUI | ||
|
Redis CLI with autocompletion and syntax highlighting.
|
||||||
| 486 | pyenv-win Microsoft Windows | 3,876 | 7,429 | Microsoft Windows Other | ||
|
A Python version manager for Windows (rbenv-win fork).
|
||||||
| 487 | jumpstarter Hardware | 3,634 | 233 | Hardware Other | ||
|
A hardware-in-the-loop testing framework with a Python client library for automated testing on real and virtual hardware.
|
||||||
| 488 | algorithms Algorithms | 1,527 | 25,590 | Algorithms Algorithms and Design Patterns Developer Tools | ||
|
Minimal examples of data structures and algorithms.
|
||||||
| 489 | deepinfer LLM Serving | 522 | 25,379 | 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 | 225,878 | Algorithms Algorithms and Design Patterns Developer Tools | ||
|
All algorithms implemented in Python.
|
||||||
| 491 | uv-audit Dependency Audits | Bundled | 91,546 | Dependency Audits Supply Chain Security Security | ||
|
(part of uv) uv's dependency vulnerability scanning backed by OSV.
|
||||||
| 492 | django.db.models Relational Databases | Bundled | 91,511 | Relational Databases ORM Database & Storage | ||
|
(part of Django) The Django ORM.
|
||||||
| 493 | geodjango Geolocation | Bundled | 91,511 | Geolocation Data & Science | ||
|
(part of Django) A world-class geographic web framework.
|
||||||
| 494 | cpython Implementations | Not on PyPI | 77,876 | Implementations Python Language | ||
|
Default, most widely used implementation of the Python programming language written in C.
|
||||||
| 495 | argparse General | Stdlib | 77,876 | General CLI Development CLI & GUI Stdlib | ||
|
(Python standard library) Command-line option and argument parsing.
|
||||||
| 496 | asyncio Async I/O | Stdlib | 77,876 | Async I/O Asynchronous Programming Python Language Stdlib | ||
|
(Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
|
||||||
| 497 | concurrent.futures Parallelism | Stdlib | 77,876 | Parallelism Asynchronous Programming Python Language Stdlib | ||
|
(Python standard library) High-level asynchronous execution of callables.
|
||||||
| 498 | configparser Configuration Files | Stdlib | 77,876 | Configuration Files Python Toolchain Stdlib | ||
|
(Python standard library) INI file parser.
|
||||||
| 499 | difflib General | Stdlib | 77,876 | General Text Processing Text & Documents Stdlib | ||
|
(Python standard library) Helpers for computing deltas.
|
||||||
| 500 | functools Functional Programming | Stdlib | 77,876 | Functional Programming Python Language Stdlib | ||
|
(Python standard library) Higher-order functions and operations on callable objects.
|
||||||
| 501 | logging Logging | Stdlib | 77,876 | Logging DevOps Stdlib | ||
|
(Python standard library) Logging facility for Python.
|
||||||
| 502 | mimetypes File Type Detection | Stdlib | 77,876 | File Type Detection File Manipulation Text & Documents Stdlib | ||
|
(Python standard library) Map filenames to MIME types.
|
||||||
| 503 | multiprocessing Parallelism | Stdlib | 77,876 | Parallelism Asynchronous Programming Python Language Stdlib | ||
|
(Python standard library) Process-based parallelism.
|
||||||
| 504 | pathlib Paths and File Watching | Stdlib | 77,876 | Paths and File Watching File Manipulation Text & Documents Stdlib | ||
|
(Python standard library) A cross-platform, object-oriented path library.
|
||||||
| 505 | sqlite3 SQLite | Stdlib | 77,876 | SQLite Database Drivers Database & Storage Stdlib | ||
|
(Python standard library) SQLite interface compliant with DB-API 2.0.
|
||||||
| 506 | tkinter Tkinter | Stdlib | 77,876 | Tkinter GUI Development CLI & GUI Stdlib | ||
|
(Python standard library) The standard Python interface to the Tcl/Tk GUI toolkit.
|
||||||
| 507 | tomllib Data Formats | Stdlib | 77,876 | Data Formats File Format Processing Text & Documents Stdlib | ||
|
(Python standard library) Parse TOML files.
|
||||||
| 508 | unittest.mock Mock | Stdlib | 77,876 | Mock Testing Developer Tools Stdlib | ||
|
(Python standard library) A mocking and patching library.
|
||||||
| 509 | zoneinfo Date and Time | Stdlib | 77,876 | Date and Time Python Language Stdlib | ||
|
(Python standard library) IANA time zone support. Brings the tz database into Python.
|
||||||
| 510 | scientific-agent-skills Agent Skills | Not on PyPI | 56,104 | Agent Skills AI and Agents AI & ML | ||
|
Agent skills for scientific research and analysis with Python libraries like scikit-learn, polars, and biopython.
|
||||||
| 511 | odoo ERP | Not on PyPI | 55,549 | ERP Web Development | ||
|
A suite of open source business apps: CRM, e-commerce, accounting, inventory, and thousands of community modules.
|
||||||
| 512 | pyenv Environment Management | Not on PyPI | 45,183 | Environment Management Python Toolchain | ||
|
Simple Python version management.
|
||||||
| 513 | python-patterns Design Patterns | Not on PyPI | 43,081 | 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 | 42,203 | 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 | 35,774 | Environment Management Python Toolchain | ||
|
A polyglot tool version manager that installs Python versions and reads .python-version files.
|
||||||
| 516 | micropython Implementations | Not on PyPI | 22,180 | Implementations Python Language | ||
|
A lean and efficient Python implementation for microcontrollers and constrained systems.
|
||||||
| 517 | pyodide Implementations | Not on PyPI | 14,928 | Implementations Python Language | ||
|
Python distribution for the browser and Node.js based on WebAssembly.
|
||||||
| 518 | trailofbits-skills Agent Skills | Not on PyPI | 8,007 | Agent Skills AI and Agents AI & ML | ||
|
Security skills for vulnerability detection, auditing, and testing.
|
||||||
| 519 | conda Package Managers | Not on PyPI | 7,552 | Package Managers Package Management Python Toolchain | ||
|
Cross-platform, Python-agnostic binary package manager.
|
||||||
| 520 | renpy Visual Novels | Not on PyPI | 6,973 | Visual Novels Game Development Media | ||
|
A visual novel engine.
|
||||||
| 521 | azure-sdk-for-python Cloud Providers | Multiple on PyPI | 5,622 | Cloud Providers DevOps Tools DevOps | ||
|
Microsoft Azure SDK for Python, published as per-service packages.
|
||||||
| 522 | google-cloud-python Cloud Providers | Multiple on PyPI | 5,415 | Cloud Providers DevOps Tools DevOps | ||
|
Google Cloud client libraries for Python, published as per-service packages.
|
||||||
| 523 | cloud-init Configuration Management | Not on PyPI | 3,853 | Configuration Management DevOps Tools DevOps | ||
|
A multi-distribution package that handles early initialization of a cloud instance.
|
||||||
| 524 | betterleaks Secret Scanning | Not on PyPI | 2,789 | 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 | 2,293 | Microsoft Windows Other | ||
|
Portable Python distribution for Windows.
|
||||||
| 526 | pypy Implementations | Not on PyPI | 1,822 | Implementations Python Language | ||
|
A very fast and compliant implementation of the Python language.
|
||||||
| 527 | sentry-skills Agent Skills | Not on PyPI | 1,123 | 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 | 171 | Agent Skills AI and Agents AI & ML | ||
|
Django backend agent skills for Django, DRF, Celery, and Django-specific code review.
|
||||||
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