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| Row number | Tags | |||||
|---|---|---|---|---|---|---|
| 1 | boto3 Cloud Providers | 2,538,434,846 | 9,924 | Cloud Providers DevOps Tools DevOps | ||
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Python interface to Amazon Web Services.
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| 2 | urllib3 General | 1,446,006,194 | 4,080 | General HTTP Clients HTTP & Scraping | ||
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An HTTP library with thread-safe connection pooling, file post, and more.
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| 3 | charset-normalizer Encoding and Unicode | 1,334,186,637 | 805 | 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 | 1,326,937,383 | 54,712 | General HTTP Clients HTTP & Scraping | ||
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HTTP Requests for Humans.
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| 5 | cryptography Cryptography | 1,209,117,891 | 7,824 | 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 | 1,050,757,572 | 2,959 | Data Formats File Format Processing Text & Documents | ||
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A full-featured YAML framework for Python.
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| 7 | pygments Parser | 1,045,289,065 | 2,218 | Parser Text Processing Text & Documents | ||
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A generic syntax highlighter.
|
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| 8 | python-dateutil Date and Time | 1,017,035,793 | 2,641 | Date and Time Python Language | ||
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Extensions to the standard Python datetime module.
|
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| 9 | setuptools Build Backends | 1,001,842,108 | 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 | 979,577,322 | 29,187 | Data Validation Data & Science | ||
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Data validation using Python type hints.
|
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| 11 | numpy Core | 938,195,807 | 33,149 | Core Science Data & Science | ||
|
A fundamental package for scientific computing with Python.
|
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| 12 | click General | 937,470,214 | 17,801 | General CLI Development CLI & GUI | ||
|
A package for creating beautiful command line interfaces in a composable way.
|
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| 13 | anyio Async I/O | 891,931,201 | 2,559 | Async I/O Asynchronous Programming Python Language | ||
|
A high-level async concurrency and networking framework that works on top of asyncio or trio.
|
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| 14 | pytest Frameworks | 858,242,932 | 14,644 | Frameworks Testing Developer Tools | ||
|
A mature full-featured Python testing tool.
|
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| 15 | attrs Built-in Classes Enhancement | 777,254,455 | 5,861 | Built-in Classes Enhancement Python Language | ||
|
Replacement for
__init__, __eq__, __repr__, etc. boilerplate in class definitions. |
||||||
| 16 | markupsafe HTML Manipulation | 736,687,810 | 699 | HTML Manipulation Text & Documents | ||
|
Safely adds untrusted strings to HTML/XML markup.
|
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| 17 | httpx General | 695,851,564 | 15,804 | General HTTP Clients HTTP & Scraping | ||
|
A next generation HTTP client for Python.
|
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| 18 | python-dotenv Configuration Files | 663,263,056 | 8,904 | Configuration Files Python Toolchain | ||
|
Reads key-value pairs from a
.env file and sets them as environment variables. |
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| 19 | pyjwt JWT | 657,779,860 | 5,721 | JWT Authentication Web Development | ||
|
JSON Web Token implementation in Python.
|
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| 20 | pandas Data Analysis | 613,559,086 | 50,282 | Data Analysis Data & Science | ||
|
A library providing high-performance, easy-to-use data structures and data analysis tools.
|
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| 21 | jinja Template Engines | 611,746,746 | 11,806 | Template Engines Web Development | ||
|
A modern and designer friendly templating language.
|
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| 22 | starlette Asynchronous | 599,266,514 | 12,684 | Asynchronous Web Frameworks Web Development | ||
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A lightweight ASGI framework and toolkit for building high-performance async services.
|
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| 23 | pillow General | 574,295,800 | 13,926 | General Image Processing Media | ||
|
Pillow is the friendly PIL fork.
|
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| 24 | uvicorn ASGI | 570,353,263 | 11,037 | ASGI Web Servers Web Development | ||
|
A lightning-fast ASGI server implementation.
|
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| 25 | jsonschema Data Validation | 547,889,412 | 4,994 | Data Validation Data & Science | ||
|
An implementation of JSON Schema for Python.
|
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| 26 | rich Terminal Rendering | 503,979,977 | 57,639 | Terminal Rendering CLI Development CLI & GUI | ||
|
Python library for rich text and beautiful formatting in the terminal. Also provides a great
RichHandler log handler. |
||||||
| 27 | aiohttp General | 503,525,838 | 16,592 | General HTTP Clients HTTP & Scraping | ||
|
Asynchronous HTTP client/server framework for asyncio and Python.
|
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| 28 | markdown-it-py Markdown | 503,359,086 | 1,381 | Markdown File Format Processing Text & Documents | ||
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Markdown parser with 100% CommonMark support, extensions, and syntax plugins.
|
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| 29 | yarl URL Manipulation | 500,099,420 | 1,501 | URL Manipulation HTTP Clients HTTP & Scraping | ||
|
Yet another URL library.
|
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| 30 | websockets WebSocket | 464,460,761 | 5,739 | WebSocket Web Development | ||
|
A library for building WebSocket servers and clients with a focus on correctness and simplicity.
|
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| 31 | fastapi Framework Agnostic | 463,153,836 | 104,179 | Framework Agnostic Web APIs Web Development | ||
|
A modern, fast, web framework for building APIs with standard Python type hints.
|
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| 32 | pip Package Managers | 461,567,046 | 10,299 | Package Managers Package Management Python Toolchain | ||
|
The package installer for Python.
|
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| 33 | tqdm Terminal Rendering | 447,729,277 | 31,365 | Terminal Rendering CLI Development CLI & GUI | ||
|
Fast, extensible progress bar for loops and CLI.
|
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| 34 | pydantic-settings Configuration Files | 422,085,937 | 1,491 | Configuration Files Python Toolchain | ||
|
Settings management using Pydantic models with validation, loading from environment variables and secrets files.
|
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| 35 | lxml HTML Manipulation | 371,926,703 | 3,068 | HTML Manipulation Text & Documents | ||
|
A very fast, easy-to-use and versatile library for handling HTML and XML.
|
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| 36 | sqlalchemy Relational Databases | 366,259,048 | 12,264 | Relational Databases ORM Database & Storage | ||
|
The Python SQL Toolkit and Object Relational Mapper.
|
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| 37 | ruff Linters and Formatters | 361,175,997 | 50,289 | Linters and Formatters Code Analysis Developer Tools | ||
|
An extremely fast Python linter and code formatter.
|
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| 38 | hatchling Build Backends | 350,437,627 | 7,244 | Build Backends Package Management Python Toolchain | ||
|
Modern, extensible build backend from the hatch project.
|
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| 39 | pyparsing Parser | 348,931,979 | 2,495 | Parser Text Processing Text & Documents | ||
|
A Python library for creating PEG parsers.
|
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| 40 | grpcio RPC | 342,227,523 | 45,401 | RPC Web APIs Web Development | ||
|
HTTP/2-based RPC framework with Python bindings, built by Google.
|
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| 41 | scipy Core | 337,142,570 | 15,151 | Core Science Data & Science | ||
|
Fundamental algorithms for scientific computing in Python.
|
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| 42 | watchfiles Paths and File Watching | 329,458,518 | 2,552 | Paths and File Watching File Manipulation Text & Documents | ||
|
Simple, modern and fast file watching and code reload in Python.
|
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| 43 | psutil Monitoring and Processes | 322,053,882 | 11,309 | Monitoring and Processes DevOps Tools DevOps | ||
|
A cross-platform process and system utilities module.
|
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| 44 | openpyxl Excel | 312,887,453 | External | — | Excel File Format Processing Text & Documents | |
|
A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
|
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| 45 | httpx2 General | 311,130,321 | 1,583 | General HTTP Clients HTTP & Scraping | ||
|
HTTP/1.1 and HTTP/2 client with sync and async APIs, maintained by Pydantic (httpx fork).
|
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| 46 | coverage Code Coverage | 304,365,602 | 3,425 | Code Coverage Testing Developer Tools | ||
|
Code coverage measurement.
|
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| 47 | beautifulsoup4 HTML Manipulation | 296,639,347 | External | — | HTML Manipulation Text & Documents | |
|
Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
|
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| 48 | typer General | 271,712,911 | 20,205 | General CLI Development CLI & GUI | ||
|
Modern CLI framework that uses Python type hints. Built on Click.
|
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| 49 | colorama Terminal Rendering | 268,404,299 | 3,796 | Terminal Rendering CLI Development CLI & GUI | ||
|
Cross-platform colored terminal text.
|
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| 50 | mcp Model Context Protocol | 268,274,181 | 24,665 | Model Context Protocol AI and Agents AI & ML | ||
|
The official Python SDK for building Model Context Protocol servers and clients.
|
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| 51 | uvloop Async I/O | 256,948,877 | 11,913 | Async I/O Asynchronous Programming Python Language | ||
|
Ultra fast asyncio event loop.
|
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| 52 | cachetools General | 249,141,523 | 2,790 | General Caching Database & Storage | ||
|
Extensible memoizing collections and decorators.
|
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| 53 | oauthlib OAuth | 245,601,148 | 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 | 239,526,470 | 4,103 | Functional Programming Python Language | ||
|
More routines for operating on iterables, beyond
itertools. |
||||||
| 55 | virtualenv Environment Management | 236,763,506 | 5,057 | Environment Management Python Toolchain | ||
|
A tool to create isolated Python environments.
|
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| 56 | sortedcontainers Algorithms | 232,232,859 | 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 | 222,426,452 | 17,362 | Graphs and Networks Science Data & Science | ||
|
A high-productivity software for complex networks.
|
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| 58 | redis NoSQL Databases | 219,827,498 | 13,651 | NoSQL Databases Database Drivers Database & Storage | ||
|
The Python client for Redis.
|
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| 59 | msgpack Data Formats | 213,427,397 | 2,108 | Data Formats Serialization Database & Storage | ||
|
MessagePack serializer implementation for Python.
|
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| 60 | mako Template Engines | 203,711,473 | 460 | Template Engines Web Development | ||
|
Hyperfast and lightweight templating for the Python platform.
|
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| 61 | orjson Data Formats | 202,505,196 | 8,277 | Data Formats Serialization Database & Storage | ||
|
Fast, correct JSON library.
|
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| 62 | prompt_toolkit General | 200,139,954 | 10,600 | General CLI Development CLI & GUI | ||
|
A library for building powerful interactive command lines.
|
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| 63 | scikit-learn General | 198,200,794 | 67,912 | General Machine Learning AI & ML | ||
|
The most popular Python library for Machine Learning with extensive documentation and community support.
|
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| 64 | itsdangerous Cryptography | 197,348,252 | 3,141 | Cryptography Security | ||
|
Safely pass trusted data to untrusted environments and back.
|
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| 65 | cloudpickle Object Pickling | 189,837,607 | 1,947 | Object Pickling Serialization Database & Storage | ||
|
Extends pickle to functions, lambdas, and interactively defined classes, for shipping code to remote workers.
|
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| 66 | mypy Type Checkers | 183,648,242 | 20,702 | Type Checkers Code Analysis Developer Tools | ||
|
A static type checker for Python.
|
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| 67 | joblib Distributed Computing | 175,434,176 | 4,414 | Distributed Computing DevOps | ||
|
Parallel computing and disk-based caching for Python functions.
|
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| 68 | matplotlib Plotting | 172,059,241 | 23,391 | Plotting Data Visualization Data & Science | ||
|
A comprehensive library for creating static, animated, and interactive visualizations.
|
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| 69 | psycopg PostgreSQL | 169,235,982 | 2,511 | PostgreSQL Database Drivers Database & Storage | ||
|
A PostgreSQL adapter for Python, the successor to psycopg2.
|
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| 70 | flask Synchronous | 168,537,160 | 75,088 | Synchronous Web Frameworks Web Development | ||
|
A microframework for Python.
|
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| 71 | pynacl Cryptography | 167,732,576 | 1,211 | Cryptography Security | ||
|
Python binding to libsodium, a fork of the Networking and Cryptography (NaCl) library.
|
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| 72 | langchain Orchestration | 162,477,665 | 148,446 | Orchestration AI and Agents AI & ML | ||
|
A framework for building agents and LLM-powered applications.
|
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| 73 | chardet Encoding and Unicode | 161,518,728 | 2,679 | Encoding and Unicode Text Processing Text & Documents | ||
|
Python character encoding detector.
|
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| 74 | blinker Miscellaneous | 161,472,124 | 2,107 | Miscellaneous Other | ||
|
A fast Python in-process signal/event dispatching system.
|
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| 75 | pypdf PDF | 157,014,597 | 10,271 | PDF File Format Processing Text & Documents | ||
|
A library capable of splitting, merging, cropping, and transforming PDF pages.
|
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| 76 | dill Object Pickling | 151,313,725 | 2,450 | Object Pickling Serialization Database & Storage | ||
|
Extends pickle to serialize almost any object, including closures and interpreter sessions.
|
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| 77 | pre-commit Git Hooks | 146,847,843 | 15,661 | Git Hooks Code Analysis Developer Tools | ||
|
A framework for managing and maintaining multi-language pre-commit hooks.
|
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| 78 | uv Package Managers | 144,129,669 | 91,164 | Package Managers Environment Management Package Management Python Toolchain | ||
|
An extremely fast Python version, package and project manager, written in Rust.
|
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| 79 | sentry-sdk Monitoring and Processes | 142,749,690 | 2,218 | Monitoring and Processes DevOps Tools DevOps | ||
|
Sentry SDK for Python.
|
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| 80 | sympy Symbolic Mathematics | 142,568,096 | 15,039 | Symbolic Mathematics Science Data & Science | ||
|
A Python library for symbolic mathematics.
|
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| 81 | xlsxwriter Excel | 133,967,557 | 3,986 | Excel File Format Processing Text & Documents | ||
|
A Python module for creating Excel .xlsx files.
|
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| 82 | asyncpg PostgreSQL | 125,486,002 | 8,114 | PostgreSQL Database Drivers Database & Storage | ||
|
A fast PostgreSQL Database Client Library for Python/asyncio.
|
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| 83 | rapidfuzz Fuzzy Matching | 123,350,462 | 4,177 | Fuzzy Matching Text Processing Text & Documents | ||
|
Rapid fuzzy string matching using various string metrics, with a C++ core.
|
||||||
| 84 | authlib OAuth | 119,066,354 | 5,443 | OAuth Authentication Web Development | ||
|
A comprehensive library for building OAuth, OpenID Connect, and JWT/JWS/JWE/JWK/JWA.
|
||||||
| 85 | black Linters and Formatters | 118,765,720 | 42,042 | Linters and Formatters Code Analysis Developer Tools | ||
|
The uncompromising Python code formatter.
|
||||||
| 86 | playwright-python Browser Automation | 114,735,762 | 15,066 | Browser Automation Testing Developer Tools | ||
|
Python version of the Playwright testing and automation library.
|
||||||
| 87 | sqlparse Parser | 114,321,045 | 4,023 | Parser Text Processing Text & Documents | ||
|
A non-validating SQL parser.
|
||||||
| 88 | python-docx Word | 112,027,140 | 5,749 | Word File Format Processing Text & Documents | ||
|
Creates, reads, and updates Microsoft Word (.docx) files.
|
||||||
| 89 | babel Internationalization | 110,226,937 | 1,472 | Internationalization Text Processing Text & Documents | ||
|
An internationalization library for Python.
|
||||||
| 90 | tornado Asynchronous | 108,079,838 | 22,168 | Asynchronous Web Frameworks Web Development | ||
|
A web framework and asynchronous networking library.
|
||||||
| 91 | gunicorn WSGI | 107,053,799 | 10,710 | WSGI Web Servers Web Development | ||
|
A pre-fork WSGI server with a native ASGI worker, ported from Ruby's Unicorn project.
|
||||||
| 92 | paramiko Cryptography | 106,729,644 | 9,883 | Cryptography Security | ||
|
The leading native Python SSHv2 protocol library.
|
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| 93 | transformers Pre-trained Models | 106,316,993 | 168,158 | 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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| 94 | markdown Markdown | 106,051,318 | 4,253 | Markdown File Format Processing Text & Documents | ||
|
A Python implementation of John Gruber's Markdown.
|
||||||
| 95 | structlog Logging | 104,178,579 | 4,981 | Logging DevOps | ||
|
Structured logging made easy.
|
||||||
| 96 | ipython Interactive Interpreter | 103,505,521 | 16,797 | Interactive Interpreter Developer Tools | ||
|
A powerful interactive Python shell, and the kernel behind Jupyter notebooks.
|
||||||
| 97 | xmltodict HTML Manipulation | 102,089,856 | 5,760 | HTML Manipulation Text & Documents | ||
|
Working with XML feel like you are working with JSON.
|
||||||
| 98 | pymupdf PDF | 101,833,688 | 10,990 | PDF File Format Processing Text & Documents | ||
|
A fast MuPDF-based library for extracting, rendering, and editing PDFs and other documents.
|
||||||
| 99 | watchdog Paths and File Watching | 95,050,422 | 7,429 | Paths and File Watching File Manipulation Text & Documents | ||
|
API and shell utilities to monitor file system events.
|
||||||
| 100 | python-pptx PowerPoint | 94,794,084 | 3,565 | PowerPoint File Format Processing Text & Documents | ||
|
Python library for creating and updating PowerPoint (.pptx) files.
|
||||||
| 101 | isort Linters and Formatters | 93,642,230 | 6,962 | Linters and Formatters Code Analysis Developer Tools | ||
|
A Python utility / library to sort imports.
|
||||||
| 102 | marshmallow Data Formats | 86,085,369 | 7,246 | Data Formats Serialization Database & Storage | ||
|
A lightweight library for converting complex objects to and from simple Python datatypes.
|
||||||
| 103 | awscli Cloud Providers | 85,526,024 | 17,327 | 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.
|
||||||
| 104 | poetry-core Build Backends | 85,048,889 | 481 | Build Backends Package Management Python Toolchain | ||
|
Poetry's PEP 517 build backend, usable without Poetry itself.
|
||||||
| 105 | awswrangler General | 83,111,415 | 4,124 | General Data Ingestion / ETL Data & Science | ||
|
Pandas integration with AWS services like Athena, Glue, Redshift, S3, and DynamoDB.
|
||||||
| 106 | Cython Implementations | 82,235,669 | 10,882 | Implementations Python Language | ||
|
Optimizing Static Compiler for Python.
|
||||||
| 107 | uuid-utils Built-in Classes Enhancement | 76,911,018 | 374 | Built-in Classes Enhancement Python Language | ||
|
A fast, Rust-backed drop-in replacement for Python's built-in
uuid module. |
||||||
| 108 | pymysql MySQL | 76,506,932 | 7,855 | MySQL Database Drivers Database & Storage | ||
|
A pure-Python MySQL and MariaDB client library, based on PEP 249.
|
||||||
| 109 | reportlab PDF | 72,817,707 | External | — | PDF File Format Processing Text & Documents | |
|
An open-source library for generating PDFs and graphics.
|
||||||
| 110 | cyclopts General | 72,812,748 | 1,284 | General CLI Development CLI & GUI | ||
|
Build CLIs from type-hinted functions, with docstring-based help.
|
||||||
| 111 | loguru Logging | 72,230,409 | 24,152 | Logging DevOps | ||
|
Library which aims to bring enjoyable logging in Python.
|
||||||
| 112 | python-slugify Transliteration and Slugs | 70,379,922 | 1,628 | Transliteration and Slugs Text Processing Text & Documents | ||
|
A Python slugify library that translates unicode to ASCII.
|
||||||
| 113 | faker Fake Data | 70,092,504 | 19,464 | Fake Data Testing Developer Tools | ||
|
A Python package that generates fake data.
|
||||||
| 114 | shapely Computational Geometry | 69,421,232 | 4,533 | Computational Geometry Science Data & Science | ||
|
Manipulation and analysis of geometric objects in the Cartesian plane.
|
||||||
| 115 | mistune Markdown | 68,271,960 | 3,078 | Markdown File Format Processing Text & Documents | ||
|
A fast yet powerful Python Markdown parser with renderers and plugins.
|
||||||
| 116 | pymongo NoSQL Databases | 67,601,322 | 4,361 | NoSQL Databases Database Drivers Database & Storage | ||
|
The official Python client for MongoDB.
|
||||||
| 117 | toolz Functional Programming | 64,970,678 | 5,161 | Functional Programming Python Language | ||
|
A collection of functional utilities for iterators, functions, and dictionaries. Also available as cytoolz for Cython-accelerated performance.
|
||||||
| 118 | invoke Build Tools | 64,547,075 | 4,780 | Build Tools Developer Tools | ||
|
A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
|
||||||
| 119 | duckdb Analytical | 64,469,841 | 42,544 | 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.
|
||||||
| 120 | pytorch Frameworks | 60,270,902 | 105,076 | Frameworks Deep Learning AI & ML | ||
|
Tensors and Dynamic neural networks in Python with strong GPU acceleration.
|
||||||
| 121 | hypothesis Frameworks | 60,215,027 | 9,110 | Frameworks Testing Developer Tools | ||
|
Hypothesis is an advanced Quickcheck style property based testing library.
|
||||||
| 122 | numba Core | 59,751,949 | 11,187 | Core Science Data & Science | ||
|
A NumPy-aware JIT compiler for Python, using LLVM.
|
||||||
| 123 | pdfminer.six PDF | 59,513,155 | 7,045 | PDF File Format Processing Text & Documents | ||
|
A community-maintained fork of PDFMiner for extracting information from PDF documents.
|
||||||
| 124 | responses Mock | 58,730,138 | 4,342 | Mock Testing Developer Tools | ||
|
A utility library for mocking out the requests Python library.
|
||||||
| 125 | fastmcp Model Context Protocol | 57,624,810 | 28,198 | Model Context Protocol AI and Agents AI & ML | ||
|
A high-level, Pythonic framework for building MCP servers and clients.
|
||||||
| 126 | polars Data Analysis | 56,789,432 | 40,198 | Data Analysis Data & Science | ||
|
A fast DataFrame library implemented in Rust with a Python API.
|
||||||
| 127 | textual TUI Frameworks | 56,708,474 | 37,522 | TUI Frameworks CLI Development CLI & GUI | ||
|
A framework for building interactive user interfaces that run in the terminal and the browser.
|
||||||
| 128 | markdownify Content Extraction | 56,083,766 | 2,259 | Content Extraction Web Scraping HTTP & Scraping | ||
|
Convert HTML to Markdown, with customizable tag handling.
|
||||||
| 129 | plotly Plotting | 54,510,551 | 18,853 | Plotting Data Visualization Data & Science | ||
|
Interactive graphing library for Python.
|
||||||
| 130 | pendulum Date and Time | 53,887,522 | 6,677 | Date and Time Python Language | ||
|
Python datetimes made easy.
|
||||||
| 131 | langgraph Orchestration | 51,467,721 | 43,884 | Orchestration AI and Agents AI & ML | ||
|
Low-level orchestration framework for building stateful, long-running LLM agents.
|
||||||
| 132 | pyspark Distributed Computing | 48,798,453 | 44,313 | Distributed Computing DevOps | ||
|
Apache Spark Python API.
|
||||||
| 133 | celery Task Queues | 47,001,767 | 29,066 | Task Queues DevOps | ||
|
An asynchronous task queue/job queue based on distributed message passing.
|
||||||
| 134 | pyright Type Checkers | 45,591,542 | 15,702 | Type Checkers Code Analysis Developer Tools | ||
|
Full-featured static type checker for Python from Microsoft, the engine behind Pylance.
|
||||||
| 135 | ty Type Checkers | 45,406,895 | 19,963 | Type Checkers Code Analysis Developer Tools | ||
|
An extremely fast Python type checker and language server.
|
||||||
| 136 | django Synchronous | 45,402,526 | 91,649 | Synchronous Web Frameworks Web Development | ||
|
A high-level web framework that encourages rapid development and clean, pragmatic design.
|
||||||
| 137 | confluent-kafka Messaging | 43,266,544 | 524 | Messaging DevOps | ||
|
Confluent's Python client for Apache Kafka, built on librdkafka.
|
||||||
| 138 | nltk General | 43,130,222 | 14,757 | General Natural Language Processing AI & ML | ||
|
A leading platform for building Python programs to work with human language data.
|
||||||
| 139 | av Video | 42,921,735 | 3,317 | Video Audio & Video Processing Media | ||
|
Pythonic bindings for FFmpeg's libraries.
|
||||||
| 140 | poetry Package Managers | 42,107,407 | 34,317 | Package Managers Package Management Python Toolchain | ||
|
Python dependency management and packaging made easy.
|
||||||
| 141 | flake8 Linters and Formatters | 40,821,205 | 3,830 | Linters and Formatters Code Analysis Developer Tools | ||
|
A wrapper around
pycodestyle, pyflakes and McCabe. |
||||||
| 142 | peewee Relational Databases | 40,608,358 | 11,996 | Relational Databases ORM Database & Storage | ||
|
A small, expressive ORM.
|
||||||
| 143 | altair Plotting | 40,320,830 | 10,503 | Plotting Data Visualization Data & Science | ||
|
Declarative statistical visualization library for Python.
|
||||||
| 144 | temporalio Workflow Orchestration | 39,615,333 | 1,236 | Workflow Orchestration Job Schedulers DevOps | ||
|
Temporal SDK for durable, fault-tolerant workflows that survive crashes and retries.
|
||||||
| 145 | apscheduler Task Scheduling | 39,469,783 | 7,672 | Task Scheduling Job Schedulers DevOps | ||
|
A light but powerful in-process task scheduler that lets you schedule functions.
|
||||||
| 146 | trio Async I/O | 39,253,110 | 7,355 | Async I/O Asynchronous Programming Python Language | ||
|
A friendly library for async concurrency and I/O.
|
||||||
| 147 | dateparser Date and Time | 39,169,406 | 2,860 | Date and Time Python Language | ||
|
A Python parser for human-readable dates in over 200 language locales.
|
||||||
| 148 | pylint Linters and Formatters | 38,750,479 | 5,740 | Linters and Formatters Code Analysis Developer Tools | ||
|
A fully customizable source code analyzer.
|
||||||
| 149 | phonenumbers Parser | 37,781,122 | 3,774 | Parser Text Processing Text & Documents | ||
|
Parsing, formatting, storing and validating international phone numbers.
|
||||||
| 150 | nh3 Web Security | 37,426,185 | 402 | Web Security Security | ||
|
Python binding to the ammonia HTML sanitizer, a fast replacement for bleach.
|
||||||
| 151 | opensearch-py Full-Text Search | 37,321,190 | 473 | Full-Text Search Search Database & Storage | ||
|
The official low-level Python client for OpenSearch.
|
||||||
| 152 | weasyprint HTML-to-PDF | 36,667,213 | 9,735 | HTML-to-PDF File Format Processing Text & Documents | ||
|
A visual rendering engine for HTML and CSS that can export to PDF.
|
||||||
| 153 | pgvector PostgreSQL | 36,501,706 | 1,538 | PostgreSQL Database Drivers Database & Storage | ||
|
pgvector support for Python, adding vector types and similarity search to psycopg, asyncpg, SQLAlchemy, and Django.
|
||||||
| 154 | statsmodels Statistics | 34,877,526 | 11,714 | Statistics Science Data & Science | ||
|
Statistical modeling and econometrics in Python.
|
||||||
| 155 | graphviz Specialized | 34,846,132 | 1,816 | Specialized Data Visualization Data & Science | ||
|
Simple Python interface for creating and rendering Graphviz graphs.
|
||||||
| 156 | msgspec Data Formats | 34,206,129 | 4,184 | Data Formats Serialization Database & Storage | ||
|
A fast serialization and validation library supporting JSON, MessagePack, YAML, and TOML.
|
||||||
| 157 | elasticsearch Full-Text Search | 34,023,164 | 4,392 | Full-Text Search Search Database & Storage | ||
|
The official low-level Python client for Elasticsearch.
|
||||||
| 158 | pip-audit Dependency Audits | 33,633,705 | 1,383 | Dependency Audits Supply Chain Security Security | ||
|
Audits Python environments and dependency trees for known vulnerabilities, using the Python Packaging Advisory Database or OSV.
|
||||||
| 159 | opencv-python General | 32,866,325 | 5,434 | General Computer Vision AI & ML | ||
|
Open Source Computer Vision Library.
|
||||||
| 160 | qrcode Barcodes and QR Codes | 32,762,869 | 4,952 | Barcodes and QR Codes Image Processing Media | ||
|
A pure Python QR Code generator.
|
||||||
| 161 | claude-agent-sdk Vendor Agent SDKs | 32,155,953 | 8,346 | Vendor Agent SDKs AI and Agents AI & ML | ||
|
Anthropic's Python SDK for building AI agents on Claude Code's harness — custom tools, in-process MCP servers, hooks.
|
||||||
| 162 | xgboost Gradient Boosting | 30,645,574 | 28,909 | Gradient Boosting Machine Learning AI & ML | ||
|
A scalable, portable, and distributed gradient boosting library.
|
||||||
| 163 | clickhouse-connect ClickHouse | 30,632,468 | 532 | ClickHouse Database Drivers Database & Storage | ||
|
The official ClickHouse client, with SQLAlchemy and Superset connectors.
|
||||||
| 164 | dask Distributed Computing | 30,043,962 | 13,938 | Distributed Computing DevOps | ||
|
A flexible parallel computing library for analytic computing.
|
||||||
| 165 | notebook Interactive Interpreter | 29,806,631 | 13,459 | Interactive Interpreter Developer Tools | ||
|
A web-based notebook environment for interactive computing.
|
||||||
| 166 | selenium Browser Automation | 29,801,591 | 34,569 | Browser Automation Testing Developer Tools | ||
| 167 | seaborn Plotting | 29,768,819 | 14,087 | Plotting Data Visualization Data & Science | ||
|
Statistical data visualization using Matplotlib.
|
||||||
| 168 | import-linter General | 29,557,408 | 1,235 | General Code Analysis Developer Tools | ||
|
A linter that enforces architectural constraints on imports between Python modules.
|
||||||
| 169 | soundfile Audio | 29,366,554 | 869 | Audio Audio & Video Processing Media | ||
|
An audio library for reading and writing sound files, based on libsndfile, CFFI, and NumPy.
|
||||||
| 170 | respx Mock | 28,191,279 | 841 | Mock Testing Developer Tools | ||
|
Mock HTTPX with awesome request patterns and response side effects.
|
||||||
| 171 | pyodbc Other Relational Databases | 28,191,273 | 3,089 | Other Relational Databases Database Drivers Database & Storage | ||
|
An ODBC bridge for connecting to SQL Server and any other ODBC-accessible database.
|
||||||
| 172 | unidecode Transliteration and Slugs | 27,118,350 | 611 | Transliteration and Slugs Text Processing Text & Documents | ||
|
ASCII transliterations of Unicode text.
|
||||||
| 173 | bandit Linters and Formatters | 26,895,145 | 8,347 | Linters and Formatters Code Analysis Developer Tools | ||
|
A tool designed to find common security issues in Python code.
|
||||||
| 174 | bidict Built-in Classes Enhancement | 26,482,252 | 1,588 | Built-in Classes Enhancement Python Language | ||
|
Efficient, Pythonic bidirectional map data structures and related functionality.
|
||||||
| 175 | boltons Miscellaneous | 26,356,326 | 6,940 | Miscellaneous Other | ||
|
A set of pure-Python utilities.
|
||||||
| 176 | django-rest-framework Django | 26,320,905 | 30,217 | Django Web APIs Web Development | ||
|
A powerful and flexible toolkit to build web APIs.
|
||||||
| 177 | gevent Async I/O | 26,256,399 | 6,443 | Async I/O Asynchronous Programming Python Language | ||
|
A coroutine-based Python networking library that uses greenlet.
|
||||||
| 178 | scikit-image General | 25,611,384 | 6,624 | General Image Processing Media | ||
|
A Python library for (scientific) image processing.
|
||||||
| 179 | sqlmodel Relational Databases | 25,245,357 | 18,483 | Relational Databases ORM Database & Storage | ||
|
SQLModel is based on Python type annotations, and powered by Pydantic and SQLAlchemy.
|
||||||
| 180 | diskcache General | 24,682,395 | 2,916 | General Caching Database & Storage | ||
|
SQLite and file backed cache backend, compatible with Django.
|
||||||
| 181 | python-magic File Type Detection | 23,657,173 | 2,923 | File Type Detection File Manipulation Text & Documents | ||
|
A Python interface to the libmagic file type identification library.
|
||||||
| 182 | sentence-transformers Pre-trained Models | 22,076,450 | 19,219 | Pre-trained Models AI and Agents AI & ML | ||
|
Compute embeddings, run retrieval, and rerank results with pretrained and fine-tuned models.
|
||||||
| 183 | factory-boy Object Factories | 21,930,691 | 3,811 | Object Factories Testing Developer Tools | ||
|
A test fixtures replacement for Python.
|
||||||
| 184 | spacy General | 21,762,833 | 33,994 | General Natural Language Processing AI & ML | ||
|
A library for industrial-strength natural language processing in Python and Cython.
|
||||||
| 185 | streamlit Dashboards and Apps | 21,647,916 | 46,117 | Dashboards and Apps Data Visualization Data & Science | ||
|
A framework which lets you build dashboards, generate reports, or create chat apps in minutes.
|
||||||
| 186 | flit-core Build Backends | 20,991,081 | 2,257 | Build Backends Package Management Python Toolchain | ||
|
Minimal, dependency-free build backend for pure-Python packages.
|
||||||
| 187 | time-machine Mock | 20,728,888 | 1,019 | Mock Testing Developer Tools | ||
|
Travel through time in your tests by mocking the current time at the C level.
|
||||||
| 188 | lightgbm Gradient Boosting | 20,416,263 | 18,915 | Gradient Boosting Machine Learning AI & ML | ||
|
A fast, distributed, high performance gradient boosting framework.
|
||||||
| 189 | vcrpy Mock | 20,320,554 | 3,022 | Mock Testing Developer Tools | ||
|
Record and replay HTTP interactions on your tests.
|
||||||
| 190 | great-expectations Data Validation | 19,205,323 | 11,901 | Data Validation Data & Science | ||
|
A data quality framework for validating, documenting, and profiling data with declarative expectations.
|
||||||
| 191 | sphinx Documentation | 18,971,592 | 8,081 | Documentation Developer Tools | ||
|
Python Documentation generator.
|
||||||
| 192 | shortuuid Unique identifiers | 18,856,780 | 2,196 | Unique identifiers Text Processing Text & Documents | ||
|
A generator library for concise, unambiguous and URL-safe UUIDs.
|
||||||
| 193 | pytesseract OCR | 18,780,275 | 6,397 | OCR Computer Vision AI & ML | ||
|
A wrapper for the Tesseract OCR engine.
|
||||||
| 194 | oracledb Other Relational Databases | 18,765,502 | 456 | Other Relational Databases Database Drivers Database & Storage | ||
|
The official Python driver for Oracle Database, successor to cx_Oracle.
|
||||||
| 195 | py-spy Profiler | 18,316,963 | 15,604 | Profiler Debugging Tools Developer Tools | ||
|
A sampling profiler for Python programs. Written in Rust.
|
||||||
| 196 | uv-build Build Backends | 18,221,850 | 91,164 | Build Backends Package Management Python Toolchain | ||
|
uv's fast, minimal build backend for pure-Python projects.
|
||||||
| 197 | magika File Type Detection | 17,602,817 | 18,744 | File Type Detection File Manipulation Text & Documents | ||
|
Detects file content types with a deep-learning model.
|
||||||
| 198 | whitenoise Web Asset Management | 16,849,978 | 2,764 | Web Asset Management Web Development | ||
|
Simplified static file serving for WSGI apps, with compression and caching headers.
|
||||||
| 199 | pydub Audio | 16,837,945 | 9,803 | Audio Audio & Video Processing Media | ||
|
Manipulate audio with a simple and easy high level interface.
|
||||||
| 200 | yfinance Financial Data | 16,458,482 | 25,608 | Financial Data Data Ingestion / ETL Data & Science | ||
|
Easy Pythonic way to download market and financial data from Yahoo Finance.
|
||||||
| 201 | logfire Logging | 16,324,556 | 4,522 | Logging DevOps | ||
|
The observability platform for Python, from the makers of Pydantic.
|
||||||
| 202 | markitdown File Conversion | 16,317,547 | 192,170 | File Conversion File Format Processing Text & Documents | ||
|
Python tool for converting files and office documents to Markdown.
|
||||||
| 203 | mysqlclient MySQL | 16,300,887 | 2,538 | MySQL Database Drivers Database & Storage | ||
|
MySQL and MariaDB connector (MySQLdb1 fork).
|
||||||
| 204 | pywin32 Microsoft Windows | 16,105,453 | 5,633 | Microsoft Windows Other | ||
|
Python Extensions for Windows.
|
||||||
| 205 | yt-dlp Downloaders | 16,067,148 | 202,060 | Downloaders CLI Tools CLI & GUI | ||
|
A command-line video downloader for YouTube and other sites, a fork of youtube-dl.
|
||||||
| 206 | tox Test Runners | 15,809,900 | 3,974 | Test Runners Testing Developer Tools | ||
|
Auto builds and tests distributions in multiple Python versions.
|
||||||
| 207 | hydra-core Configuration Files | 15,348,293 | 10,718 | Configuration Files Python Toolchain | ||
|
Hydra is a framework for elegantly configuring complex applications.
|
||||||
| 208 | feedparser Content Extraction | 15,257,314 | 2,452 | Content Extraction Web Scraping HTTP & Scraping | ||
|
Universal feed parser.
|
||||||
| 209 | vulture General | 15,200,786 | 4,863 | General Code Analysis Developer Tools | ||
|
A tool for finding and analyzing dead Python code.
|
||||||
| 210 | ray Distributed Computing | 14,949,154 | 44,122 | Distributed Computing DevOps | ||
|
A unified framework for scaling AI and Python applications.
|
||||||
| 211 | ftfy Encoding and Unicode | 14,930,230 | 4,067 | Encoding and Unicode Text Processing Text & Documents | ||
|
Makes Unicode text less broken and more consistent automagically.
|
||||||
| 212 | geopandas Geolocation | 14,805,734 | 5,288 | Geolocation Data & Science | ||
|
Python tools for geographic data (GeoSeries/GeoDataFrame) built on pandas.
|
||||||
| 213 | openai-agents Vendor Agent SDKs | 14,521,914 | 30,275 | Vendor Agent SDKs AI and Agents AI & ML | ||
|
OpenAI's framework for building and managing AI agents.
|
||||||
| 214 | trafilatura Content Extraction | 14,468,203 | 7,022 | Content Extraction Web Scraping HTTP & Scraping | ||
|
A tool for gathering text and metadata from the web, with built-in content filtering.
|
||||||
| 215 | faster-whisper Speech | 14,415,499 | 26,134 | Speech AI and Agents AI & ML | ||
|
A Whisper reimplementation on CTranslate2, up to 4 times faster than openai-whisper with less memory.
|
||||||
| 216 | Twisted Async I/O | 14,349,621 | 5,995 | Async I/O Asynchronous Programming Python Language | ||
|
An event-driven networking engine.
|
||||||
| 217 | pyserial Hardware | 14,294,096 | 3,586 | Hardware Other | ||
|
Python serial port access library for Windows, macOS, Linux, and BSD.
|
||||||
| 218 | django-storages Web Asset Management | 13,789,743 | 2,961 | Web Asset Management Web Development | ||
|
A collection of custom storage back ends for Django.
|
||||||
| 219 | mkdocs-material Documentation | 13,634,512 | 27,583 | Documentation Developer Tools | ||
|
A documentation framework and Material Design theme built on MkDocs.
|
||||||
| 220 | ollama Local LLM Inference | 13,419,321 | 10,632 | Local LLM Inference AI and Agents AI & ML | ||
|
Python client for Ollama, which downloads and runs open-weight LLMs locally.
|
||||||
| 221 | optuna Hyperparameter Optimization | 13,311,453 | 14,966 | Hyperparameter Optimization Machine Learning AI & ML | ||
|
A hyperparameter optimization framework with define-by-run search spaces and pruning of unpromising trials.
|
||||||
| 222 | ipdb pdb-like Debugger | 13,185,019 | 1,976 | pdb-like Debugger Debugging Tools Developer Tools | ||
|
IPython-enabled pdb.
|
||||||
| 223 | tensorflow Frameworks | 13,096,753 | 201,255 | Frameworks Deep Learning AI & ML | ||
|
An end-to-end machine learning platform from Google.
|
||||||
| 224 | huey Task Queues | 13,041,874 | 6,055 | Task Queues DevOps | ||
|
A little task queue with multi-process, multi-thread, or greenlet workers.
|
||||||
| 225 | polyfactory Object Factories | 12,492,866 | 1,516 | Object Factories Testing Developer Tools | ||
|
A mock data generation library based on type hints (continuation of
pydantic-factories). |
||||||
| 226 | faiss-cpu Vector Search | 12,359,554 | 41,209 | Vector Search Search Database & Storage | ||
|
A library for efficient similarity search and clustering of dense vectors.
|
||||||
| 227 | aiosmtplib Email | 12,214,101 | 436 | Email HTTP & Scraping | ||
|
An asyncio SMTP client.
|
||||||
| 228 | geopy Geolocation | 11,893,450 | 4,870 | Geolocation Data & Science | ||
|
Python Geocoding Toolbox.
|
||||||
| 229 | pika Messaging | 11,878,307 | 3,890 | Messaging DevOps | ||
|
Pure-Python RabbitMQ/AMQP 0-9-1 client library.
|
||||||
| 230 | granian ASGI | 11,661,669 | 5,743 | ASGI Web Servers Web Development | ||
|
A Rust HTTP server for Python apps built on Hyper and Tokio, supporting WSGI/ASGI/RSGI.
|
||||||
| 231 | keras Frameworks | 11,593,837 | 64,388 | Frameworks Deep Learning AI & ML | ||
|
A high-level deep learning library with support for JAX, TensorFlow, and PyTorch backends.
|
||||||
| 232 | pyelftools General | 11,551,999 | 2,289 | General File Format Processing Text & Documents | ||
|
Parsing and analyzing ELF files and DWARF debugging information.
|
||||||
| 233 | clickhouse-driver ClickHouse | 11,497,164 | 1,307 | ClickHouse Database Drivers Database & Storage | ||
|
Python driver with native interface for ClickHouse.
|
||||||
| 234 | django-redis Django | 11,069,039 | 3,086 | Django Caching Database & Storage | ||
|
Full-featured Redis cache backend for Django.
|
||||||
| 235 | memray Profiler | 10,908,525 | 15,395 | Profiler Debugging Tools Developer Tools | ||
|
Tracks memory allocations in Python code, native extensions, and the interpreter itself.
|
||||||
| 236 | jax Frameworks | 10,626,034 | 36,497 | Frameworks Deep Learning AI & ML | ||
|
A library for high-performance numerical computing with autodiff and JIT compilation.
|
||||||
| 237 | rq Task Queues | 10,529,395 | 10,699 | Task Queues DevOps | ||
|
Simple job queues for Python.
|
||||||
| 238 | librosa Audio | 10,230,530 | 8,710 | Audio Audio & Video Processing Media | ||
|
Python library for audio and music analysis.
|
||||||
| 239 | pyinstaller Executables | 9,925,626 | 13,133 | Executables Distribution Python Toolchain | ||
|
Converts Python programs into stand-alone executables (cross-platform).
|
||||||
| 240 | pytorch-lightning Frameworks | 9,873,759 | 31,432 | Frameworks Deep Learning AI & ML | ||
|
Deep learning framework to train, deploy, and ship AI products Lightning fast.
|
||||||
| 241 | locust Load Testing | 9,821,694 | 28,240 | Load Testing Testing Developer Tools | ||
|
Scalable user load testing tool written in Python.
|
||||||
| 242 | google-adk Vendor Agent SDKs | 9,695,902 | 22,005 | Vendor Agent SDKs AI and Agents AI & ML | ||
|
Google's code-first toolkit for building, evaluating, and deploying AI agents.
|
||||||
| 243 | django-debug-toolbar Others | 9,327,001 | 8,380 | Others Debugging Tools Developer Tools | ||
|
Display various debug information for Django.
|
||||||
| 244 | paho-mqtt Messaging | 9,081,744 | 2,431 | Messaging DevOps | ||
|
The Eclipse Paho MQTT client for Python.
|
||||||
| 245 | pandera Data Validation | 9,026,013 | 4,497 | Data Validation Data & Science | ||
|
A data validation library for dataframes, with support for pandas, polars, PySpark, and more.
|
||||||
| 246 | pyrefly Type Checkers | 9,022,795 | 7,146 | Type Checkers Code Analysis Developer Tools | ||
|
A fast type checker and language server for Python.
|
||||||
| 247 | instructor Data Layer | 8,962,431 | 14,063 | Data Layer AI and Agents AI & ML | ||
|
A library for extracting structured data from LLMs, powered by Pydantic.
|
||||||
| 248 | autobahn-python WebSocket | 8,897,875 | 2,539 | WebSocket Web Development | ||
|
WebSocket & WAMP for Python on Twisted and asyncio.
|
||||||
| 249 | peft Fine-tuning | 8,836,286 | 21,851 | Fine-tuning AI and Agents AI & ML | ||
|
A library for parameter-efficient fine-tuning of large pretrained models.
|
||||||
| 250 | dagster Workflow Orchestration | 8,616,812 | 16,324 | Workflow Orchestration Job Schedulers DevOps | ||
|
An orchestration platform for the development, production, and observation of data assets.
|
||||||
| 251 | pyinstrument Profiler | 8,368,376 | 8,020 | Profiler Debugging Tools Developer Tools | ||
|
A statistical wall-clock profiler with low overhead and readable call-tree output.
|
||||||
| 252 | flower Monitoring and Processes | 8,287,807 | 7,239 | Monitoring and Processes DevOps Tools DevOps | ||
|
A real-time monitor and web admin for Celery task queues.
|
||||||
| 253 | ansible Configuration Management | 8,177,908 | 71,119 | Configuration Management DevOps Tools DevOps | ||
|
A radically simple IT automation platform.
|
||||||
| 254 | mutagen Metadata | 8,152,668 | 1,981 | Metadata Audio & Video Processing Media | ||
|
A Python module to handle audio metadata.
|
||||||
| 255 | supervisor Monitoring and Processes | 8,005,072 | 9,152 | Monitoring and Processes DevOps Tools DevOps | ||
|
Supervisor process control system for UNIX.
|
||||||
| 256 | prefect Workflow Orchestration | 7,958,228 | 24,074 | Workflow Orchestration Job Schedulers DevOps | ||
|
A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
|
||||||
| 257 | chromadb Vector | 7,806,838 | 29,578 | Vector Database Database & Storage | ||
|
An open-source embedding database for building AI applications with semantic search.
|
||||||
| 258 | bottle Synchronous | 7,693,347 | 8,800 | Synchronous Web Frameworks Web Development | ||
|
A fast and simple micro-framework distributed as a single file with no dependencies.
|
||||||
| 259 | lancedb Vector | 7,659,473 | 11,768 | Vector Database Database & Storage | ||
|
A developer-friendly embedded retrieval database for multimodal AI.
|
||||||
| 260 | fabric Deployment | 7,509,507 | 15,524 | Deployment DevOps Tools DevOps | ||
|
A simple, Pythonic tool for remote execution and deployment.
|
||||||
| 261 | funcy Functional Programming | 7,492,788 | 3,506 | Functional Programming Python Language | ||
|
A fancy and practical functional tools.
|
||||||
| 262 | browser-use Frameworks | 7,462,673 | 119,124 | Frameworks Web Scraping HTTP & Scraping | ||
|
Make websites accessible for AI agents with easy browser automation.
|
||||||
| 263 | dash Dashboards and Apps | 7,374,748 | 24,470 | Dashboards and Apps Data Visualization Data & Science | ||
|
A framework for building data apps and dashboards in pure Python, built on Plotly.
|
||||||
| 264 | hypercorn ASGI | 7,131,653 | 1,619 | ASGI Web Servers Web Development | ||
|
An ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn.
|
||||||
| 265 | waitress WSGI | 7,092,529 | 1,602 | WSGI Web Servers Web Development | ||
|
Multi-threaded, powers Pyramid.
|
||||||
| 266 | cookiecutter Project Scaffolding | 6,912,668 | 25,167 | Project Scaffolding CLI Tools CLI & GUI | ||
|
A command-line utility that creates projects from cookiecutters (project templates).
|
||||||
| 267 | pint Physics and Engineering | 6,882,152 | 2,818 | Physics and Engineering Science Data & Science | ||
|
Operate and manipulate physical quantities with units and dimensional analysis.
|
||||||
| 268 | pyfiglet General | 6,770,231 | 1,594 | General Text Processing Text & Documents | ||
|
An implementation of figlet written in Python.
|
||||||
| 269 | poethepoet Build Tools | 6,747,307 | 2,093 | Build Tools Developer Tools | ||
|
A task runner that defines tasks in pyproject.toml and works with poetry or uv.
|
||||||
| 270 | apache-airflow Workflow Orchestration | 6,584,662 | 47,276 | Workflow Orchestration Job Schedulers DevOps | ||
|
Airflow is a platform to programmatically author, schedule and monitor workflows.
|
||||||
| 271 | sh Monitoring and Processes | 6,569,320 | 7,247 | Monitoring and Processes DevOps Tools DevOps | ||
|
A full-fledged subprocess replacement for Python.
|
||||||
| 272 | rdkit Biology and Chemistry | 6,509,988 | 3,639 | Biology and Chemistry Science Data & Science | ||
|
Cheminformatics and Machine Learning Software.
|
||||||
| 273 | strawberry Framework Agnostic | 6,428,142 | 4,724 | Framework Agnostic Web APIs Web Development | ||
|
A GraphQL library that leverages Python type annotations for schema definition.
|
||||||
| 274 | catboost Gradient Boosting | 6,371,069 | 9,174 | Gradient Boosting Machine Learning AI & ML | ||
|
A fast, scalable, high performance gradient boosting on decision trees library.
|
||||||
| 275 | openai-whisper Speech | 6,144,253 | 111,257 | Speech AI and Agents AI & ML | ||
|
A general-purpose automatic speech recognition model trained on 680k hours of multilingual and multitask supervised data.
|
||||||
| 276 | django-allauth OAuth | 6,115,337 | 10,381 | OAuth Authentication Web Development | ||
|
Authentication app for Django that "just works."
|
||||||
| 277 | pydantic-ai Orchestration | 6,054,008 | 20,865 | Orchestration AI and Agents AI & ML | ||
|
A Python agent framework for building generative AI applications with structured schemas.
|
||||||
| 278 | bokeh Plotting | 5,986,014 | 20,464 | Plotting Data Visualization Data & Science | ||
|
Interactive Web Plotting for Python.
|
||||||
| 279 | schedule Task Scheduling | 5,978,270 | 12,268 | Task Scheduling Job Schedulers DevOps | ||
|
Python job scheduling for humans.
|
||||||
| 280 | gradio Dashboards and Apps | 5,904,406 | 43,886 | Dashboards and Apps Data Visualization Data & Science | ||
|
Build and share machine learning apps, all in Python.
|
||||||
| 281 | imbalanced-learn General | 5,901,529 | 7,131 | General Machine Learning AI & ML | ||
|
Resampling techniques for imbalanced datasets, compatible with scikit-learn.
|
||||||
| 282 | biopython Biology and Chemistry | 5,677,485 | 5,244 | Biology and Chemistry Science Data & Science | ||
|
Biopython is a set of freely available tools for biological computation.
|
||||||
| 283 | diffusers Image and Video Generation | 5,661,949 | 34,807 | Image and Video Generation AI and Agents AI & ML | ||
|
Pre-trained diffusion models for generating and editing images, audio, and video.
|
||||||
| 284 | channels WebSocket | 5,627,912 | 6,366 | WebSocket Web Development | ||
|
Brings WebSocket, long-poll HTTP, and other async support to Django.
|
||||||
| 285 | whenever Date and Time | 5,594,052 | 2,413 | Date and Time Python Language | ||
|
A modern datetime library, type-safe and DST-safe, in Rust or pure Python.
|
||||||
| 286 | hatch Package Managers | 5,491,815 | 7,244 | Package Managers Package Management Python Toolchain | ||
|
Modern, extensible Python project manager for environments, builds, and publishing.
|
||||||
| 287 | jieba Chinese | 5,489,137 | 35,217 | Chinese Natural Language Processing AI & ML | ||
|
The most popular Chinese text segmentation library.
|
||||||
| 288 | dspy Prompt Optimization | 5,403,291 | 38,784 | Prompt Optimization AI and Agents AI & ML | ||
|
A framework for programming, not prompting, language models.
|
||||||
| 289 | urwid TUI Frameworks | 5,379,259 | 3,026 | TUI Frameworks CLI Development CLI & GUI | ||
|
A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
|
||||||
| 290 | django-oauth-toolkit OAuth | 5,371,143 | 3,343 | OAuth Authentication Web Development | ||
|
An OAuth 2.0 authorization server for Django.
|
||||||
| 291 | dlt General | 5,291,023 | 6,013 | 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.
|
||||||
| 292 | tablib General | 5,229,294 | 4,761 | General File Format Processing Text & Documents | ||
|
A module for Tabular Datasets in XLS, CSV, JSON, YAML.
|
||||||
| 293 | moviepy Video | 5,227,919 | 15,036 | Video Audio & Video Processing Media | ||
|
A module for script-based movie editing with many formats, including animated GIFs.
|
||||||
| 294 | python-box Built-in Classes Enhancement | 5,224,728 | 2,841 | Built-in Classes Enhancement Python Language | ||
|
Python dictionaries with advanced dot notation access.
|
||||||
| 295 | dynaconf Configuration Files | 5,168,715 | 4,335 | Configuration Files Python Toolchain | ||
|
Dynaconf is a configuration manager with plugins for Django and Flask.
|
||||||
| 296 | tinydb Key-Value & Document | 4,863,008 | 7,575 | Key-Value & Document Database Database & Storage | ||
|
A tiny, document-oriented database.
|
||||||
| 297 | scrapy Frameworks | 4,774,269 | 65,024 | Frameworks Web Scraping HTTP & Scraping | ||
|
A fast high-level web crawling and scraping framework.
|
||||||
| 298 | pypandoc File Conversion | 4,691,189 | 1,153 | File Conversion File Format Processing Text & Documents | ||
|
A thin wrapper for pandoc, the universal document converter.
|
||||||
| 299 | ultralytics General | 4,646,342 | 62,829 | General Computer Vision AI & ML | ||
|
Ultralytics YOLO for object detection, segmentation, pose estimation, classification, and tracking.
|
||||||
| 300 | gymnasium Reinforcement Learning | 4,590,337 | 12,727 | Reinforcement Learning Deep Learning AI & ML | ||
|
A standard API for reinforcement learning environments with popular reference environments (gym successor).
|
||||||
| 301 | django-ninja Django | 4,589,851 | 9,219 | Django Web APIs Web Development | ||
|
Fast, Django REST framework based on type hints and Pydantic.
|
||||||
| 302 | pex Executables | 4,544,060 | 4,229 | Executables Distribution Python Toolchain | ||
|
A tool for building self-contained Python executable environments (PEP 441 zipapps).
|
||||||
| 303 | schemathesis API Testing | 4,436,378 | 3,705 | API Testing Testing Developer Tools | ||
|
Automatic property-based testing of web APIs from OpenAPI or GraphQL schemas.
|
||||||
| 304 | tinytag Metadata | 4,361,421 | 843 | Metadata Audio & Video Processing Media | ||
|
A library for reading audio file metadata of MP3, MP4, WAV, OGG, FLAC, WMA, and AIFF files.
|
||||||
| 305 | mitmproxy Penetration Testing | 4,216,421 | 46,344 | Penetration Testing Security | ||
|
An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
|
||||||
| 306 | nox Test Runners | 4,096,832 | 1,560 | Test Runners Testing Developer Tools | ||
|
Flexible test automation for Python.
|
||||||
| 307 | parsy Parser | 4,059,431 | 455 | Parser Text Processing Text & Documents | ||
|
Easy, generic parser combinator library for creating parsers.
|
||||||
| 308 | prophet Time Series Forecasting | 3,894,694 | 20,456 | Time Series Forecasting Machine Learning AI & ML | ||
|
A tool for producing forecasts for time series with multiple seasonality and trend changes.
|
||||||
| 309 | PySide6 Qt | 3,710,234 | 134 | Qt GUI Development CLI & GUI | ||
|
Qt for Python offers the official Python bindings for Qt, largely API-compatible with PyQt6 but with different licensing.
|
||||||
| 310 | scapy Network Virtualization | 3,615,444 | 12,651 | Network Virtualization DevOps | ||
|
A brilliant packet manipulation library.
|
||||||
| 311 | connexion Framework Agnostic | 3,591,490 | 4,612 | Framework Agnostic Web APIs Web Development | ||
|
A spec-first framework that handles requests based on your OpenAPI specification.
|
||||||
| 312 | chdb Analytical | 3,576,657 | 2,920 | 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(). |
||||||
| 313 | docling File Conversion | 3,568,645 | 69,584 | File Conversion File Format Processing Text & Documents | ||
|
Library for converting documents into structured data.
|
||||||
| 314 | ast-grep-cli Refactoring | 3,564,274 | 16,349 | Refactoring Code Analysis Developer Tools | ||
|
A CLI tool for structural code search, linting, and rewriting based on syntax trees.
|
||||||
| 315 | pipx Package Managers | 3,555,568 | 12,979 | Package Managers Package Management Python Toolchain | ||
|
Install and Run Python Applications in Isolated Environments. Like
npx in Node.js. |
||||||
| 316 | django-anymail Email | 3,549,086 | 1,914 | Email HTTP & Scraping | ||
|
Django email backends and webhooks for transactional email services such as Amazon SES, Brevo, Mailgun, Postmark, and Resend.
|
||||||
| 317 | robotframework Frameworks | 3,431,881 | 11,964 | Frameworks Testing Developer Tools | ||
|
A generic test automation framework.
|
||||||
| 318 | rembg General | 3,410,487 | 25,188 | General Image Processing Media | ||
|
A tool to remove image backgrounds.
|
||||||
| 319 | ibis-framework Data Analysis | 3,348,702 | 6,679 | Data Analysis Data & Science | ||
|
A portable Python dataframe library with a single API for 20+ backends.
|
||||||
| 320 | astropy Physics and Engineering | 3,230,321 | 5,361 | Physics and Engineering Science Data & Science | ||
|
A community Python library for Astronomy.
|
||||||
| 321 | pyglet Game Frameworks | 3,175,223 | 2,226 | Game Frameworks Game Development Media | ||
|
A cross-platform windowing and multimedia library for Python.
|
||||||
| 322 | geojson Geolocation | 3,058,175 | 1,001 | Geolocation Data & Science | ||
|
Python bindings and utilities for GeoJSON.
|
||||||
| 323 | hishel HTTP Responses | 2,997,557 | 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.
|
||||||
| 324 | gensim General | 2,958,015 | 16,506 | General Natural Language Processing AI & ML | ||
|
Topic Modeling for Humans.
|
||||||
| 325 | pynamodb NoSQL Databases | 2,842,687 | 2,647 | NoSQL Databases ORM Database & Storage | ||
|
A Pythonic interface for Amazon DynamoDB.
|
||||||
| 326 | crewai Orchestration | 2,729,413 | 60,096 | Orchestration AI and Agents AI & ML | ||
|
A framework for orchestrating role-playing autonomous AI agents for collaborative task solving.
|
||||||
| 327 | alive-progress Terminal Rendering | 2,687,232 | 6,318 | Terminal Rendering CLI Development CLI & GUI | ||
|
A new kind of Progress Bar, with real-time throughput, eta and very cool animations.
|
||||||
| 328 | mssql-python Other Relational Databases | 2,679,131 | 481 | Other Relational Databases Database Drivers Database & Storage | ||
|
Official Microsoft driver for SQL Server and Azure SQL, built on ODBC for high performance.
|
||||||
| 329 | pygame Game Frameworks | 2,657,004 | 8,990 | Game Frameworks Game Development Media | ||
|
Pygame is a set of Python modules designed for writing games.
|
||||||
| 330 | llama-index Data Layer | 2,602,655 | 52,663 | Data Layer AI and Agents AI & ML | ||
|
A toolkit for building RAG pipelines and agents over your data.
|
||||||
| 331 | kornia General | 2,542,006 | 11,447 | General Computer Vision AI & ML | ||
|
Open Source Differentiable Computer Vision Library for PyTorch.
|
||||||
| 332 | marimo Interactive Interpreter | 2,507,495 | 23,318 | Interactive Interpreter Developer Tools | ||
|
A reactive notebook for Python, stored as pure Python and runnable as a script or app.
|
||||||
| 333 | django-compressor Web Asset Management | 2,494,670 | 2,869 | Web Asset Management Web Development | ||
|
Compresses linked and inline JavaScript or CSS into a single cached file.
|
||||||
| 334 | cassandra-driver NoSQL Databases | 2,463,609 | 1,429 | NoSQL Databases Database Drivers Database & Storage | ||
|
The Python Driver for Apache Cassandra.
|
||||||
| 335 | python-barcode Barcodes and QR Codes | 2,440,925 | 658 | Barcodes and QR Codes Image Processing Media | ||
|
Create barcodes in Python with no extra dependencies.
|
||||||
| 336 | flask-socketio WebSocket | 2,433,495 | 5,507 | WebSocket Web Development | ||
|
Socket.IO integration for Flask applications.
|
||||||
| 337 | django-silk Others | 2,424,374 | 4,996 | Others Debugging Tools Developer Tools | ||
|
Live profiling and inspection of HTTP requests and database queries for Django.
|
||||||
| 338 | taskiq Task Queues | 2,389,829 | 2,364 | Task Queues DevOps | ||
|
Distributed task queue with native asyncio support and pluggable brokers.
|
||||||
| 339 | trl Fine-tuning | 2,382,419 | 19,600 | Fine-tuning AI and Agents AI & ML | ||
|
A library for post-training transformer language models with SFT, DPO, GRPO, and other trainers.
|
||||||
| 340 | mem0 Data Layer | 2,335,356 | 67,795 | Data Layer AI and Agents AI & ML | ||
|
An intelligent memory layer for AI agents enabling personalized interactions.
|
||||||
| 341 | vllm LLM Serving | 2,238,214 | 95,485 | LLM Serving AI and Agents AI & ML | ||
|
A high-throughput and memory-efficient inference and serving engine for LLMs.
|
||||||
| 342 | pypinyin Chinese | 2,178,122 | 5,383 | Chinese Natural Language Processing AI & ML | ||
|
Convert Chinese hanzi (æ¼¢å—) to pinyin (拼音).
|
||||||
| 343 | easyocr OCR | 2,157,045 | 30,102 | OCR Computer Vision AI & ML | ||
|
Ready-to-use OCR with 80+ languages supported.
|
||||||
| 344 | pythonnet Microsoft Windows | 2,152,875 | 5,527 | Microsoft Windows Other | ||
|
Python Integration with the .NET Common Language Runtime (CLR).
|
||||||
| 345 | strawberry-django Django | 2,095,029 | 504 | Django Web APIs Web Development | ||
|
Strawberry GraphQL integration with Django.
|
||||||
| 346 | pyramid Synchronous | 2,081,943 | 4,103 | Synchronous Web Frameworks Web Development | ||
|
A small, fast, down-to-earth, open source Python web framework.
|
||||||
| 347 | dramatiq Task Queues | 2,078,816 | 5,331 | Task Queues DevOps | ||
|
A fast and reliable background task processing library for Python 3.
|
||||||
| 348 | apsw SQLite | 2,036,801 | 950 | SQLite Database Drivers Database & Storage | ||
|
Another Python SQLite Wrapper, exposing the complete SQLite C API.
|
||||||
| 349 | django-cacheops Django | 1,991,763 | 2,270 | Django Caching Database & Storage | ||
|
A slick ORM cache with automatic granular event-driven invalidation.
|
||||||
| 350 | mimesis Fake Data | 1,960,432 | 4,853 | Fake Data Testing Developer Tools | ||
|
A Python library for generating fake but realistic data in multiple languages and locales.
|
||||||
| 351 | dogpile.cache General | 1,959,748 | 301 | General Caching Database & Storage | ||
|
A caching API for Redis, Memcached, and others, with coordinated value regeneration.
|
||||||
| 352 | sglang LLM Serving | 1,939,744 | 38,157 | LLM Serving AI and Agents AI & ML | ||
|
A high-performance serving framework for large language models and multimodal models.
|
||||||
| 353 | zensical Documentation | 1,920,298 | 6,000 | Documentation Developer Tools | ||
|
A modern static site generator for technical documentation.
|
||||||
| 354 | bleak Hardware | 1,866,819 | 2,558 | Hardware Other | ||
|
A cross platform Bluetooth Low Energy Client for Python using asyncio.
|
||||||
| 355 | copier Project Scaffolding | 1,866,589 | 3,657 | Project Scaffolding CLI Tools CLI & GUI | ||
|
A library and command-line utility for rendering project templates.
|
||||||
| 356 | secure Web Security | 1,820,634 | 1,073 | Web Security Security | ||
|
HTTP security headers for Python web applications with ASGI and WSGI middleware.
|
||||||
| 357 | pynput Hardware | 1,818,543 | 2,177 | Hardware Other | ||
|
A library to control and monitor input devices.
|
||||||
| 358 | stagehand Frameworks | 1,806,567 | 25,806 | Frameworks Web Scraping HTTP & Scraping | ||
|
A fast and token-efficient browser automation SDK to extract data and perform self-healing actions on web pages.
|
||||||
| 359 | graphify Specialized | 1,785,096 | 135,225 | Specialized Data Visualization Data & Science | ||
|
Turns code, SQL schemas, docs, papers, images, or videos into a queryable knowledge graph.
|
||||||
| 360 | statsforecast Time Series Forecasting | 1,767,157 | 4,946 | Time Series Forecasting Machine Learning AI & ML | ||
|
Fast statistical forecasting models such as ARIMA, ETS, and Theta, compiled with numba.
|
||||||
| 361 | hyperopt Hyperparameter Optimization | 1,765,283 | 7,598 | Hyperparameter Optimization Machine Learning AI & ML | ||
|
Distributed asynchronous hyperparameter optimization with Tree-structured Parzen Estimators.
|
||||||
| 362 | beanie NoSQL Databases | 1,741,952 | 2,707 | NoSQL Databases ORM Database & Storage | ||
|
An asynchronous Python object-document mapper (ODM) for MongoDB.
|
||||||
| 363 | pywebview Web-based | 1,704,717 | 6,136 | Web-based GUI Development CLI & GUI | ||
|
A lightweight cross-platform native wrapper around a webview component.
|
||||||
| 364 | litestar Asynchronous | 1,635,570 | 8,529 | Asynchronous Web Frameworks Web Development | ||
|
Production-ready, capable and extensible ASGI Web framework.
|
||||||
| 365 | django-unfold Admin Panels | 1,631,074 | 3,729 | Admin Panels Web Development | ||
|
A modern Django admin theme for building dashboards, internal tools, and business applications.
|
||||||
| 366 | python-statemachine Design Patterns | 1,606,237 | 1,327 | Design Patterns Algorithms and Design Patterns Developer Tools | ||
|
Expressive statecharts and finite state machines with a declarative API, in sync and async codebases.
|
||||||
| 367 | mongoengine NoSQL Databases | 1,579,689 | 4,348 | NoSQL Databases ORM Database & Storage | ||
|
A Python Object-Document-Mapper for working with MongoDB.
|
||||||
| 368 | PyQt6 Qt | 1,551,316 | External | — | Qt GUI Development CLI & GUI | |
|
Python bindings for the Qt cross-platform application and UI framework.
|
||||||
| 369 | rope Refactoring | 1,538,723 | 2,245 | Refactoring Code Analysis Developer Tools | ||
|
Rope is a Python refactoring library.
|
||||||
| 370 | seleniumbase Browser Automation | 1,521,654 | 13,165 | Browser Automation Testing Developer Tools | ||
|
Python framework for web automation & testing, with stealth options.
|
||||||
| 371 | faststream Messaging | 1,459,123 | 5,383 | Messaging DevOps | ||
|
A framework for building async services over Kafka, RabbitMQ, NATS, MQTT, and Redis.
|
||||||
| 372 | crawl4ai Frameworks | 1,422,699 | 86,261 | Frameworks Web Scraping HTTP & Scraping | ||
|
An open-source, LLM-friendly web crawler that provides lightning-fast, structured data extraction specifically designed for AI agents.
|
||||||
| 373 | ptpython Interactive Interpreter | 1,405,518 | 5,457 | Interactive Interpreter Developer Tools | ||
|
Advanced Python REPL built on top of the python-prompt-toolkit.
|
||||||
| 374 | flask-restx Flask | 1,388,283 | 2,231 | Flask Web APIs Web Development | ||
|
Fully featured framework for fast, easy and documented API development with Flask.
|
||||||
| 375 | complexipy General | 1,378,983 | 897 | General Code Analysis Developer Tools | ||
|
Cognitive complexity analysis for Python code, written in Rust.
|
||||||
| 376 | gTTS Speech | 1,330,038 | 2,639 | Speech AI and Agents AI & ML | ||
|
Python library and CLI tool for converting text to speech using Google Translate TTS.
|
||||||
| 377 | flask-admin Admin Panels | 1,323,393 | 6,072 | Admin Panels Web Development | ||
|
Simple and extensible administrative interface framework for Flask.
|
||||||
| 378 | icecream Others | 1,285,350 | 10,110 | Others Debugging Tools Developer Tools | ||
|
Inspect variables, expressions, and program execution with a single, simple function call.
|
||||||
| 379 | wand General | 1,266,838 | 1,482 | General Image Processing Media | ||
|
Python bindings for MagickWand, C API for ImageMagick.
|
||||||
| 380 | viztracer Tracing | 1,211,624 | 7,765 | Tracing Debugging Tools Developer Tools | ||
|
A low-overhead tool that traces and visualizes Python code execution.
|
||||||
| 381 | paddleocr OCR | 1,209,143 | 91,660 | OCR Computer Vision AI & ML | ||
|
Multilingual OCR and document parsing toolkit based on PaddlePaddle.
|
||||||
| 382 | pymc Simulation and Modeling | 1,200,448 | 9,826 | Simulation and Modeling Science Data & Science | ||
|
Probabilistic programming and Bayesian modeling in Python.
|
||||||
| 383 | nicegui Web-based | 1,193,996 | 16,315 | Web-based GUI Development CLI & GUI | ||
|
An easy-to-use, Python-based UI framework, which shows up in your web browser.
|
||||||
| 384 | returns Functional Programming | 1,141,932 | 4,380 | Functional Programming Python Language | ||
|
A set of type-safe monads, transformers, and composition utilities.
|
||||||
| 385 | OpenCC Chinese | 1,132,804 | 10,080 | Chinese Natural Language Processing AI & ML | ||
|
Traditional/Simplified Chinese conversion with regional variants and phrase-level rules.
|
||||||
| 386 | edgartools Financial Data | 1,070,773 | 2,816 | Financial Data Data Ingestion / ETL Data & Science | ||
|
Downloads SEC EDGAR filings and XBRL financial statements as structured data.
|
||||||
| 387 | pdoc Documentation | 1,050,096 | 2,521 | Documentation Developer Tools | ||
|
Auto-generates API documentation for Python projects.
|
||||||
| 388 | sqlite-utils SQLite | 1,030,305 | 2,180 | SQLite Database Drivers Database & Storage | ||
|
Python CLI utility and library for manipulating SQLite databases.
|
||||||
| 389 | scrapling Frameworks | 1,017,122 | 89,701 | Frameworks Web Scraping HTTP & Scraping | ||
|
An adaptive scraping framework whose selectors relocate elements after page changes, with stealth fetchers and spiders.
|
||||||
| 390 | qiskit Quantum Computing | 1,003,095 | 7,928 | Quantum Computing Data & Science | ||
|
An IBM-backed quantum SDK for building, simulating, and running circuits on real quantum hardware.
|
||||||
| 391 | pyvips General | 997,525 | 815 | General Image Processing Media | ||
|
A binding for libvips, a fast image processing library with low memory needs.
|
||||||
| 392 | annoy Recommender Systems | 997,443 | 14,324 | Recommender Systems AI & ML | ||
|
Approximate Nearest Neighbors in C++/Python optimized for memory usage.
|
||||||
| 393 | sqladmin Admin Panels | 983,754 | 2,846 | Admin Panels Web Development | ||
|
An admin interface for SQLAlchemy models in FastAPI and Starlette.
|
||||||
| 394 | akshare Financial Data | 976,391 | 23,071 | Financial Data Data Ingestion / ETL Data & Science | ||
|
A financial data interface library, with data provided for academic research only.
|
||||||
| 395 | netmiko Network Virtualization | 952,601 | 4,312 | Network Virtualization DevOps | ||
|
Multi-vendor library to simplify CLI connections to network devices.
|
||||||
| 396 | django-guardian Permissions | 941,192 | 3,922 | Permissions Authentication Web Development | ||
|
Implementation of per-object permissions for Django.
|
||||||
| 397 | cartopy Specialized | 935,503 | 1,622 | Specialized Data Visualization Data & Science | ||
|
A cartographic Python library with matplotlib support.
|
||||||
| 398 | stanza General | 907,779 | 7,904 | General Natural Language Processing AI & ML | ||
|
The Stanford NLP Group's official Python library, supporting 60+ languages.
|
||||||
| 399 | unsloth Fine-tuning | 845,167 | 78,561 | Fine-tuning AI and Agents AI & ML | ||
|
Faster, lower-memory LLM fine-tuning, as a Python library or a desktop app.
|
||||||
| 400 | diagrams Documentation | 843,964 | 42,760 | Documentation Developer Tools | ||
|
Diagram as Code.
|
||||||
| 401 | PyGObject Desktop | 794,336 | 160 | Desktop GUI Development CLI & GUI | ||
|
Python Bindings for GLib/GObject/GIO/GTK.
|
||||||
| 402 | sktime Time Series Forecasting | 741,855 | 10,075 | Time Series Forecasting Machine Learning AI & ML | ||
|
A unified scikit-learn-style framework for forecasting and other time-series learning tasks.
|
||||||
| 403 | stable-baselines3 Reinforcement Learning | 719,685 | 13,934 | Reinforcement Learning Deep Learning AI & ML | ||
|
PyTorch implementations of Stable Baselines (deep) reinforcement learning algorithms.
|
||||||
| 404 | pygame-ce Game Frameworks | 704,976 | 1,701 | Game Frameworks Game Development Media | ||
|
An actively developed drop-in replacement with new features and performance improvements (pygame fork).
|
||||||
| 405 | Nuitka Executables | 700,291 | 15,203 | Executables Distribution Python Toolchain | ||
|
Compiles Python programs into high-performance standalone executables (cross-platform).
|
||||||
| 406 | fasthtml Synchronous | 699,258 | 7,063 | Synchronous Web Frameworks Web Development | ||
|
The fastest way to create an HTML app.
|
||||||
| 407 | meilisearch Full-Text Search | 699,160 | 607 | Full-Text Search Search Database & Storage | ||
|
The official Python client for the Meilisearch search engine.
|
||||||
| 408 | customtkinter Tkinter | 687,280 | 13,584 | Tkinter GUI Development CLI & GUI | ||
|
A modern and customizable Python UI-library based on Tkinter.
|
||||||
| 409 | wagtail CMS | 680,287 | 20,591 | CMS Web Development | ||
|
A Django content management system.
|
||||||
| 410 | scons Build Tools | 662,444 | 2,435 | Build Tools Developer Tools | ||
|
A software construction tool.
|
||||||
| 411 | simpy Simulation and Modeling | 631,473 | GitLab | — | Simulation and Modeling Science Data & Science | |
|
A process-based discrete-event simulation framework.
|
||||||
| 412 | httpie HTTP Clients | 619,854 | 38,675 | HTTP Clients CLI Tools CLI & GUI | ||
|
A command line HTTP client, a user-friendly cURL replacement.
|
||||||
| 413 | llama-cpp-python Local LLM Inference | 616,599 | 10,658 | Local LLM Inference AI and Agents AI & ML | ||
|
Python bindings for llama.cpp, for running GGUF models locally.
|
||||||
| 414 | mlx-lm Local LLM Inference | 604,400 | 7,475 | Local LLM Inference AI and Agents AI & ML | ||
|
Run and fine-tune large language models on Apple Silicon with MLX.
|
||||||
| 415 | mpi4py Distributed Computing | 595,481 | 931 | Distributed Computing DevOps | ||
|
Python bindings for MPI.
|
||||||
| 416 | doit Build Tools | 594,551 | 2,095 | Build Tools Developer Tools | ||
|
A task runner and build tool.
|
||||||
| 417 | pudb pdb-like Debugger | 588,555 | 3,249 | pdb-like Debugger Debugging Tools Developer Tools | ||
|
A full-screen, console-based Python debugger.
|
||||||
| 418 | pwntools Penetration Testing | 576,085 | 13,790 | Penetration Testing Security | ||
|
A CTF framework and exploit development library.
|
||||||
| 419 | pypiserver Package Repositories | 515,643 | 2,072 | Package Repositories Python Toolchain | ||
|
A minimal PyPI server for uploading and installing packages with pip.
|
||||||
| 420 | impacket Penetration Testing | 491,563 | 16,193 | Penetration Testing Security | ||
|
A collection of Python classes for working with network protocols, widely used for Windows and Active Directory testing.
|
||||||
| 421 | django-rules Permissions | 474,293 | 1,977 | Permissions Authentication Web Development | ||
|
A tiny but powerful app for object-level permissions in Django, without a database.
|
||||||
| 422 | openviking Data Layer | 448,698 | 40,797 | Data Layer AI and Agents AI & ML | ||
|
A context database for AI agents that unifies memory, resources, and skills.
|
||||||
| 423 | xonsh Shells | 397,912 | 9,685 | Shells CLI Tools CLI & GUI | ||
|
A Python-powered shell. Full-featured and cross-platform.
|
||||||
| 424 | chalice Deployment | 387,854 | 11,059 | Deployment DevOps Tools DevOps | ||
|
A Python serverless microframework for AWS.
|
||||||
| 425 | colour-science Other | 382,830 | 2,674 | Other Science Data & Science | ||
|
Implementing a comprehensive number of colour theory transformations and algorithms.
|
||||||
| 426 | scalene Profiler | 367,827 | 13,530 | Profiler Debugging Tools Developer Tools | ||
|
A high-performance, high-precision CPU, GPU, and memory profiler for Python.
|
||||||
| 427 | hermes-agent Personal Assistants | 366,478 | 257,051 | Personal Assistants AI and Agents AI & ML | ||
|
An adaptive personal AI assistant that grows with you.
|
||||||
| 428 | funasr Speech | 343,151 | 20,814 | Speech AI and Agents AI & ML | ||
|
Industrial-grade speech recognition toolkit with speaker diarization and emotion detection.
|
||||||
| 429 | pgmpy General | 341,952 | 3,364 | General Machine Learning AI & ML | ||
|
A Python library for causal and probabilistic reasoning with graphical models.
|
||||||
| 430 | pyarmor Obfuscation | 341,711 | 5,220 | Obfuscation Distribution Python Toolchain | ||
|
A tool used to obfuscate Python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
|
||||||
| 431 | flet Web-based | 319,600 | 17,436 | Web-based GUI Development CLI & GUI | ||
|
Cross-platform GUI framework for building modern apps in pure Python.
|
||||||
| 432 | flask-smorest Flask | 312,826 | 717 | Flask Web APIs Web Development | ||
|
A Flask/Marshmallow-based REST API framework with automatic OpenAPI documentation.
|
||||||
| 433 | django-grappelli Admin Panels | 306,759 | 3,946 | Admin Panels Web Development | ||
|
A jazzy skin for the Django Admin-Interface.
|
||||||
| 434 | timesfm Time Series Forecasting | 304,209 | 34,770 | Time Series Forecasting Machine Learning AI & ML | ||
|
A pretrained foundation model from Google Research for time-series forecasting, with non-commercial default weights.
|
||||||
| 435 | flask-debugtoolbar Others | 296,515 | 978 | Others Debugging Tools Developer Tools | ||
|
A port of the django-debug-toolbar to flask.
|
||||||
| 436 | prospector General | 285,741 | 2,083 | General Code Analysis Developer Tools | ||
|
A tool to analyze Python code.
|
||||||
| 437 | qutip Quantum Computing | 283,267 | 2,092 | Quantum Computing Data & Science | ||
|
Quantum Toolbox in Python.
|
||||||
| 438 | obspy Physics and Engineering | 282,248 | 1,341 | Physics and Engineering Science Data & Science | ||
|
A Python toolbox for seismology.
|
||||||
| 439 | reflex Asynchronous | 265,151 | 28,975 | Asynchronous Web Frameworks Web Development | ||
|
A framework for building reactive, full-stack web applications entirely with Python.
|
||||||
| 440 | yagmail Email | 259,122 | 2,739 | Email HTTP & Scraping | ||
|
Yet another Gmail/SMTP client.
|
||||||
| 441 | pgcli Database CLIs | 248,864 | 13,425 | Database CLIs CLI Tools CLI & GUI | ||
|
PostgreSQL CLI with autocompletion and syntax highlighting.
|
||||||
| 442 | implicit Recommender Systems | 247,340 | 3,832 | Recommender Systems AI & ML | ||
|
A fast Python implementation of collaborative filtering for implicit datasets.
|
||||||
| 443 | django-haystack Full-Text Search | 244,054 | 3,723 | Full-Text Search Search Database & Storage | ||
|
Modular search for Django.
|
||||||
| 444 | panda3d 3D Engines | 230,633 | 5,260 | 3D Engines Game Development Media | ||
|
3D game engine developed jointly by Disney and contributors from around the world.
|
||||||
| 445 | pyinfra Configuration Management | 229,272 | 6,051 | Configuration Management DevOps Tools DevOps | ||
|
Turns Python code into shell commands and runs them on your servers.
|
||||||
| 446 | dearpygui Desktop | 216,034 | 15,658 | Desktop GUI Development CLI & GUI | ||
|
A simple GPU-accelerated Python GUI framework.
|
||||||
| 447 | manim Other | 208,967 | 41,865 | Other Science Data & Science | ||
|
An animation engine for explanatory math videos.
|
||||||
| 448 | justhtml HTML Manipulation | 200,712 | 1,161 | HTML Manipulation Text & Documents | ||
|
A pure Python HTML5 parser that sanitizes untrusted HTML by default.
|
||||||
| 449 | apiflask Flask | 195,652 | 1,139 | Flask Web APIs Web Development | ||
|
A lightweight Python web API framework based on Flask, supporting marshmallow schemas and Pydantic models.
|
||||||
| 450 | pennylane Quantum Computing | 183,017 | 3,509 | Quantum Computing Data & Science | ||
|
A cross-platform library for quantum computing, quantum ML, and quantum chemistry.
|
||||||
| 451 | Kivy Desktop | 179,924 | 19,031 | Desktop GUI Development CLI & GUI | ||
|
An open-source cross-platform GUI framework for desktop, mobile, and embedded devices.
|
||||||
| 452 | feature-engine General | 179,617 | 2,292 | General Machine Learning AI & ML | ||
|
sklearn compatible API with the widest toolset for feature engineering and selection.
|
||||||
| 453 | wxPython Desktop | 169,207 | 2,631 | Desktop GUI Development CLI & GUI | ||
|
A cross-platform GUI toolkit that wraps the wxWidgets C++ library.
|
||||||
| 454 | salt Configuration Management | 148,943 | 15,728 | Configuration Management DevOps Tools DevOps | ||
|
Infrastructure automation and management system.
|
||||||
| 455 | fiftyone General | 147,384 | 11,229 | General Computer Vision AI & ML | ||
|
The open-source tool for building high-quality datasets and computer vision models.
|
||||||
| 456 | cx-Freeze Executables | 142,907 | 1,564 | Executables Distribution Python Toolchain | ||
|
Converts Python scripts into standalone executables and installers for Windows, macOS, and Linux.
|
||||||
| 457 | napalm Network Virtualization | 122,691 | 2,518 | Network Virtualization DevOps | ||
|
Cross-vendor API to manipulate network devices.
|
||||||
| 458 | tmuxp Terminal Workflow | 120,385 | 4,590 | Terminal Workflow CLI Tools CLI & GUI | ||
|
A tmux session manager.
|
||||||
| 459 | devpi Package Repositories | 114,135 | 1,244 | Package Repositories Python Toolchain | ||
|
PyPI server and packaging/testing/release tool.
|
||||||
| 460 | cirq Quantum Computing | 102,333 | 5,092 | Quantum Computing Data & Science | ||
|
A Google-developed framework focused on hardware-aware quantum circuit design for NISQ devices.
|
||||||
| 461 | django-cms CMS | 97,328 | 10,682 | CMS Web Development | ||
|
The easy-to-use and developer-friendly enterprise CMS powered by Django.
|
||||||
| 462 | asciimatics TUI Frameworks | 92,665 | 4,311 | TUI Frameworks CLI Development CLI & GUI | ||
|
A package to create full-screen text UIs (from interactive forms to ASCII animations).
|
||||||
| 463 | mycli Database CLIs | 90,039 | 11,986 | Database CLIs CLI Tools CLI & GUI | ||
|
MySQL CLI with autocompletion and syntax highlighting.
|
||||||
| 464 | sherlock-project Penetration Testing | 73,359 | 94,913 | Penetration Testing Security | ||
|
Hunt down social media accounts by username across social networks.
|
||||||
| 465 | openbb Financial Data | 72,542 | 74,701 | Financial Data Data Ingestion / ETL Data & Science | ||
|
A financial data platform for analysts, quants and AI agents.
|
||||||
| 466 | borgbackup Other | 70,824 | 13,879 | Other DevOps Tools DevOps | ||
|
A deduplicating archiver with compression and encryption.
|
||||||
| 467 | AstrBot Personal Assistants | 66,102 | 43,434 | 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.
|
||||||
| 468 | scikit-surprise Recommender Systems | 64,715 | 6,821 | Recommender Systems AI & ML | ||
|
A scikit for building and analyzing recommender systems.
|
||||||
| 469 | litecli Database CLIs | 57,711 | 3,317 | Database CLIs CLI Tools CLI & GUI | ||
|
SQLite CLI with autocompletion and syntax highlighting.
|
||||||
| 470 | beets Metadata | 55,357 | 15,842 | Metadata Audio & Video Processing Media | ||
|
A music library manager and MusicBrainz tagger.
|
||||||
| 471 | sqlmap Penetration Testing | 48,761 | 38,786 | Penetration Testing Security | ||
|
Automatic SQL injection and database takeover tool.
|
||||||
| 472 | mesa Simulation and Modeling | 48,000 | 3,917 | Simulation and Modeling Science Data & Science | ||
|
An agent-based modeling framework for building, analyzing, and visualizing complex system simulations.
|
||||||
| 473 | pelican Static Site Generators | 47,784 | 13,362 | Static Site Generators Web Development | ||
|
Static site generator that supports Markdown and reST syntax.
|
||||||
| 474 | django-mongodb-backend NoSQL Databases | 46,519 | 229 | NoSQL Databases ORM Database & Storage | ||
|
Official MongoDB database backend for Django.
|
||||||
| 475 | thumbor Image Serving | 45,383 | 10,526 | Image Serving Image Processing Media | ||
|
A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
|
||||||
| 476 | arcade Game Frameworks | 42,921 | 2,094 | Game Frameworks Game Development Media | ||
|
An easy-to-use library for creating 2D arcade games.
|
||||||
| 477 | zvec Vector | 29,303 | 16,148 | Vector Database Database & Storage | ||
|
A lightweight, in-process vector database that embeds directly into applications.
|
||||||
| 478 | django-modern-rest Django | 27,994 | 1,518 | Django Web APIs Web Development | ||
|
Modern REST with speed, types, async,
msgspec, pydantic and other goodies. |
||||||
| 479 | toga Desktop | 17,078 | 5,427 | Desktop GUI Development CLI & GUI | ||
|
A Python native, OS native GUI toolkit.
|
||||||
| 480 | semantica Data Layer | 15,543 | 14,236 | Data Layer AI and Agents AI & ML | ||
|
A graph-native context and knowledge layer for AI agents with reasoning, provenance, and governance.
|
||||||
| 481 | nikola Static Site Generators | 14,057 | 2,750 | Static Site Generators Web Development | ||
|
A static website and blog generator.
|
||||||
| 482 | bandersnatch Package Repositories | 13,702 | 557 | Package Repositories Python Toolchain | ||
|
PyPI mirroring tool provided by Python Packaging Authority (PyPA).
|
||||||
| 483 | iredis Database CLIs | 12,079 | 2,763 | Database CLIs CLI Tools CLI & GUI | ||
|
Redis CLI with autocompletion and syntax highlighting.
|
||||||
| 484 | pangu.py Chinese | 9,782 | 281 | Chinese Natural Language Processing AI & ML | ||
|
Paranoid text spacing.
|
||||||
| 485 | axolotl Fine-tuning | 9,653 | 12,631 | Fine-tuning AI and Agents AI & ML | ||
|
A framework for fine-tuning and post-training large language models.
|
||||||
| 486 | jumpstarter Hardware | 3,674 | 228 | Hardware Other | ||
|
A hardware-in-the-loop testing framework with a Python client library for automated testing on real and virtual hardware.
|
||||||
| 487 | pyenv-win Microsoft Windows | 3,433 | 7,417 | Microsoft Windows Other | ||
|
A Python version manager for Windows (rbenv-win fork).
|
||||||
| 488 | algorithms Algorithms | 1,451 | 25,576 | Algorithms Algorithms and Design Patterns Developer Tools | ||
|
Minimal examples of data structures and algorithms.
|
||||||
| 489 | deepinfer LLM Serving | 363 | 22,385 | 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 | 225,520 | Algorithms Algorithms and Design Patterns Developer Tools | ||
|
All Algorithms implemented in Python.
|
||||||
| 491 | django.db.models Relational Databases | Bundled | 91,649 | Relational Databases ORM Database & Storage | ||
|
(part of Django) The Django ORM.
|
||||||
| 492 | geodjango Geolocation | Bundled | 91,649 | Geolocation Data & Science | ||
|
(part of Django) A world-class geographic web framework.
|
||||||
| 493 | uv-audit Dependency Audits | Bundled | 91,164 | Dependency Audits Supply Chain Security Security | ||
|
(part of uv) uv's dependency vulnerability scanning backed by OSV.
|
||||||
| 494 | cpython Implementations | Not on PyPI | 77,765 | Implementations Python Language | ||
|
Default, most widely used implementation of the Python programming language written in C.
|
||||||
| 495 | argparse General | Stdlib | 77,765 | General CLI Development CLI & GUI Stdlib | ||
|
(Python standard library) Command-line option and argument parsing.
|
||||||
| 496 | asyncio Async I/O | Stdlib | 77,765 | Async I/O Asynchronous Programming Python Language Stdlib | ||
|
(Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
|
||||||
| 497 | concurrent.futures Parallelism | Stdlib | 77,765 | Parallelism Asynchronous Programming Python Language Stdlib | ||
|
(Python standard library) High-level asynchronous execution of callables.
|
||||||
| 498 | configparser Configuration Files | Stdlib | 77,765 | Configuration Files Python Toolchain Stdlib | ||
|
(Python standard library) INI file parser.
|
||||||
| 499 | difflib General | Stdlib | 77,765 | General Text Processing Text & Documents Stdlib | ||
|
(Python standard library) Helpers for computing deltas.
|
||||||
| 500 | functools Functional Programming | Stdlib | 77,765 | Functional Programming Python Language Stdlib | ||
|
(Python standard library) Higher-order functions and operations on callable objects.
|
||||||
| 501 | logging Logging | Stdlib | 77,765 | Logging DevOps Stdlib | ||
|
(Python standard library) Logging facility for Python.
|
||||||
| 502 | mimetypes File Type Detection | Stdlib | 77,765 | File Type Detection File Manipulation Text & Documents Stdlib | ||
|
(Python standard library) Map filenames to MIME types.
|
||||||
| 503 | multiprocessing Parallelism | Stdlib | 77,765 | Parallelism Asynchronous Programming Python Language Stdlib | ||
|
(Python standard library) Process-based parallelism.
|
||||||
| 504 | pathlib Paths and File Watching | Stdlib | 77,765 | Paths and File Watching File Manipulation Text & Documents Stdlib | ||
|
(Python standard library) A cross-platform, object-oriented path library.
|
||||||
| 505 | sqlite3 SQLite | Stdlib | 77,765 | SQLite Database Drivers Database & Storage Stdlib | ||
|
(Python standard library) SQLite interface compliant with DB-API 2.0.
|
||||||
| 506 | tkinter Tkinter | Stdlib | 77,765 | Tkinter GUI Development CLI & GUI Stdlib | ||
|
(Python standard library) The standard Python interface to the Tcl/Tk GUI toolkit.
|
||||||
| 507 | tomllib Data Formats | Stdlib | 77,765 | Data Formats File Format Processing Text & Documents Stdlib | ||
|
(Python standard library) Parse TOML files.
|
||||||
| 508 | unittest.mock Mock | Stdlib | 77,765 | Mock Testing Developer Tools Stdlib | ||
|
(Python standard library) A mocking and patching library.
|
||||||
| 509 | zoneinfo Date and Time | Stdlib | 77,765 | Date and Time Python Language Stdlib | ||
|
(Python standard library) IANA time zone support. Brings the tz database into Python.
|
||||||
| 510 | odoo ERP | Not on PyPI | 55,318 | ERP Web Development | ||
|
A suite of open source business apps: CRM, e-commerce, accounting, inventory, and thousands of community modules.
|
||||||
| 511 | scientific-agent-skills Agent Skills | Not on PyPI | 54,582 | Agent Skills AI and Agents AI & ML | ||
|
Agent skills for scientific research and analysis with Python libraries like scikit-learn, polars, and biopython.
|
||||||
| 512 | pyenv Environment Management | Not on PyPI | 45,169 | Environment Management Python Toolchain | ||
|
Simple Python version management.
|
||||||
| 513 | python-patterns Design Patterns | Not on PyPI | 43,065 | Design Patterns Algorithms and Design Patterns Developer Tools | ||
|
A collection of design patterns and idioms in Python.
|
||||||
| 514 | wshobson-agents Agent Skills | Not on PyPI | 41,706 | 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 | 35,364 | Environment Management Python Toolchain | ||
|
A polyglot tool version manager that installs Python versions and reads .python-version files.
|
||||||
| 516 | micropython Implementations | Not on PyPI | 22,152 | Implementations Python Language | ||
|
A lean and efficient Python implementation for microcontrollers and constrained systems.
|
||||||
| 517 | pyodide Implementations | Not on PyPI | 14,907 | Implementations Python Language | ||
|
Python distribution for the browser and Node.js based on WebAssembly.
|
||||||
| 518 | trailofbits-skills Agent Skills | Not on PyPI | 7,800 | Agent Skills AI and Agents AI & ML | ||
|
Security skills for vulnerability detection, auditing, and testing.
|
||||||
| 519 | conda Package Managers | Not on PyPI | 7,543 | Package Managers Package Management Python Toolchain | ||
|
Cross-platform, Python-agnostic binary package manager.
|
||||||
| 520 | renpy Visual Novels | Not on PyPI | 6,944 | Visual Novels Game Development Media | ||
|
A Visual Novel engine.
|
||||||
| 521 | azure-sdk-for-python Cloud Providers | Multiple on PyPI | 5,624 | Cloud Providers DevOps Tools DevOps | ||
|
Microsoft Azure SDK for Python, published as per-service packages.
|
||||||
| 522 | google-cloud-python Cloud Providers | Multiple on PyPI | 5,414 | Cloud Providers DevOps Tools DevOps | ||
|
Google Cloud client libraries for Python, published as per-service packages.
|
||||||
| 523 | cloud-init Configuration Management | Not on PyPI | 3,843 | Configuration Management DevOps Tools DevOps | ||
|
A multi-distribution package that handles early initialization of a cloud instance.
|
||||||
| 524 | betterleaks Secret Scanning | Not on PyPI | 2,338 | Secret Scanning Supply Chain Security Security | ||
|
Finds leaked secrets in git history, directories, and files, from the original author of gitleaks.
|
||||||
| 525 | winpython Microsoft Windows | Not on PyPI | 2,289 | Microsoft Windows Other | ||
|
Portable Python distribution for Windows.
|
||||||
| 526 | pypy Implementations | Not on PyPI | 1,821 | Implementations Python Language | ||
|
A very fast and compliant implementation of the Python language.
|
||||||
| 527 | sentry-skills Agent Skills | Not on PyPI | 1,087 | 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 | 162 | Agent Skills AI and Agents AI & ML | ||
|
Django backend agent skills for Django, DRF, Celery, and Django-specific code review.
|
||||||
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