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

Awesome Python

An opinionated guide to the best Python frameworks, libraries, and tools.

326k+ stars on GitHub / Updated October 12, 2026 / Maintained by @vinta and @JinyangWang27

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Row number Tags
Python interface to Amazon Web Services.
boto/github.com/boto/boto3 / /2,397,949,402 downloads/month
An HTTP library with thread-safe connection pooling, file post, and more.
urllib3/github.com/urllib3/urllib3 / /1,328,419,426 downloads/month
HTTP Requests for Humans.
psf/github.com/psf/requests / /1,201,401,044 downloads/month
Universal character encoding detector, and a dependency of requests.
jawah/github.com/jawah/charset_normalizer / /1,195,338,952 downloads/month
A package designed to expose cryptographic primitives and recipes to Python developers.
pyca/github.com/pyca/cryptography / /1,070,588,693 downloads/month
A generic syntax highlighter.
pygments/github.com/pygments/pygments / /921,626,077 downloads/month
A full-featured YAML framework for Python.
yaml/github.com/yaml/pyyaml / /918,102,044 downloads/month
The historical and still most widely used pyproject build backend.
pypa/github.com/pypa/setuptools / /915,790,273 downloads/month
Extensions to the standard Python datetime module.
dateutil/github.com/dateutil/dateutil / /901,759,566 downloads/month
Data validation using Python type hints.
pydantic/github.com/pydantic/pydantic / /848,387,567 downloads/month
A package for creating beautiful command line interfaces in a composable way.
pallets/github.com/pallets/click/ / /825,159,648 downloads/month
A fundamental package for scientific computing with Python.
numpy/github.com/numpy/numpy / /809,175,181 downloads/month
A high-level async concurrency and networking framework that works on top of asyncio or trio.
agronholm/github.com/agronholm/anyio / /796,954,677 downloads/month
A mature full-featured Python testing tool.
Also see: awesome-pytest
pytest-dev/github.com/pytest-dev/pytest / /760,943,887 downloads/month
Replacement for __init__, __eq__, __repr__, etc. boilerplate in class definitions.
python-attrs/github.com/python-attrs/attrs / /690,122,580 downloads/month
Safely adds untrusted strings to HTML/XML markup.
pallets/github.com/pallets/markupsafe / /633,740,814 downloads/month
A next generation HTTP client for Python.
encode/github.com/encode/httpx / /617,192,697 downloads/month
JSON Web Token implementation in Python.
jpadilla/github.com/jpadilla/pyjwt / /586,724,029 downloads/month
Reads key-value pairs from a .env file and sets them as environment variables.
theskumar/github.com/theskumar/python-dotenv / /586,254,859 downloads/month
A library providing high-performance, easy-to-use data structures and data analysis tools.
pandas-dev/github.com/pandas-dev/pandas / /552,336,974 downloads/month
A modern and designer friendly templating language.
pallets/github.com/pallets/jinja / /539,856,068 downloads/month
A lightweight ASGI framework and toolkit for building high-performance async services.
Kludex/github.com/Kludex/starlette / /508,811,338 downloads/month
A lightning-fast ASGI server implementation.
Kludex/github.com/Kludex/uvicorn / /504,648,957 downloads/month
An implementation of JSON Schema for Python.
python-jsonschema/github.com/python-jsonschema/jsonschema / /473,859,446 downloads/month
Pillow is the friendly PIL fork.
python-pillow/github.com/python-pillow/Pillow / /467,900,571 downloads/month
Yet another URL library.
aio-libs/github.com/aio-libs/yarl / /457,172,617 downloads/month
Asynchronous HTTP client/server framework for asyncio and Python.
aio-libs/github.com/aio-libs/aiohttp / /452,294,494 downloads/month
Python library for rich text and beautiful formatting in the terminal. Also provides a great RichHandler log handler.
Textualize/github.com/Textualize/rich / /450,956,331 downloads/month
Markdown parser with 100% CommonMark support, extensions, and syntax plugins.
executablebooks/github.com/executablebooks/markdown-it-py / /448,070,520 downloads/month
Fast, extensible progress bar for loops and CLI.
tqdm/github.com/tqdm/tqdm / /409,166,160 downloads/month
A library for building WebSocket servers and clients with a focus on correctness and simplicity.
python-websockets/github.com/python-websockets/websockets / /406,143,018 downloads/month
The package installer for Python.
pypa/github.com/pypa/pip / /401,057,154 downloads/month
A modern, fast, web framework for building APIs with standard Python type hints.
fastapi/github.com/fastapi/fastapi / /391,594,914 downloads/month
Settings management using Pydantic models with validation, loading from environment variables and secrets files.
pydantic/github.com/pydantic/pydantic-settings / /363,649,772 downloads/month
The Python SQL Toolkit and Object Relational Mapper.
Also see: awesome-sqlalchemy
sqlalchemy/github.com/sqlalchemy/sqlalchemy / /330,785,943 downloads/month
A very fast, easy-to-use and versatile library for handling HTML and XML.
lxml/github.com/lxml/lxml / /324,179,410 downloads/month
Modern, extensible build backend from the hatch project.
pypa/github.com/pypa/hatch / /319,834,959 downloads/month
A Python library for creating PEG parsers.
pyparsing/github.com/pyparsing/pyparsing / /315,961,396 downloads/month
HTTP/2-based RPC framework with Python bindings, built by Google.
grpc/github.com/grpc/grpc / /315,938,910 downloads/month
An extremely fast Python linter and code formatter.
astral-sh/github.com/astral-sh/ruff / /307,842,347 downloads/month
Simple, modern and fast file watching and code reload in python.
samuelcolvin/github.com/samuelcolvin/watchfiles / /302,278,495 downloads/month
Fundamental algorithms for scientific computing in Python.
scipy/github.com/scipy/scipy / /294,241,524 downloads/month
A cross-platform process and system utilities module.
giampaolo/github.com/giampaolo/psutil / /289,244,518 downloads/month
A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
openpyxl.readthedocs.io/en/stable/ /281,843,514 downloads/month
Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
www.crummy.com/software/BeautifulSoup/bs4/doc/ /281,084,209 downloads/month
Code coverage measurement.
coveragepy/github.com/coveragepy/coveragepy / /279,826,396 downloads/month
Cross-platform colored terminal text.
tartley/github.com/tartley/colorama / /245,007,099 downloads/month
Modern CLI framework that uses Python type hints. Built on Click.
fastapi/github.com/fastapi/typer / /244,453,371 downloads/month
HTTP/1.1 and HTTP/2 client with sync and async APIs, maintained by Pydantic (httpx fork).
pydantic/github.com/pydantic/httpx2 / /242,952,465 downloads/month
The official Python SDK for building Model Context Protocol servers and clients.
modelcontextprotocol/github.com/modelcontextprotocol/python-sdk / /233,638,634 downloads/month
Extensible memoizing collections and decorators.
tkem/github.com/tkem/cachetools / /230,867,247 downloads/month
A tool to create isolated Python environments.
pypa/github.com/pypa/virtualenv / /226,023,184 downloads/month
A generic and thorough implementation of the OAuth request-signing logic.
oauthlib/github.com/oauthlib/oauthlib / /222,666,355 downloads/month
Ultra fast asyncio event loop.
MagicStack/github.com/MagicStack/uvloop / /221,201,522 downloads/month
More routines for operating on iterables, beyond itertools.
more-itertools/github.com/more-itertools/more-itertools / /220,310,953 downloads/month
Fast and pure-Python implementation of sorted collections.
grantjenks/github.com/grantjenks/python-sortedcontainers / /209,692,548 downloads/month
The Python client for Redis.
redis/github.com/redis/redis-py / /199,138,991 downloads/month
A high-productivity software for complex networks.
networkx/github.com/networkx/networkx / /196,680,234 downloads/month
MessagePack serializer implementation for Python.
msgpack/github.com/msgpack/msgpack-python / /191,310,894 downloads/month
The most popular Python library for Machine Learning with extensive documentation and community support.
scikit-learn/github.com/scikit-learn/scikit-learn / /181,140,740 downloads/month
Hyperfast and lightweight templating for the Python platform.
sqlalchemy/github.com/sqlalchemy/mako / /180,982,779 downloads/month
A library for building powerful interactive command lines.
prompt-toolkit/github.com/prompt-toolkit/python-prompt-toolkit / /180,822,805 downloads/month
Fast, correct JSON library.
ijl/github.com/ijl/orjson / /180,356,581 downloads/month
Safely pass trusted data to untrusted environments and back.
pallets/github.com/pallets/itsdangerous / /166,877,584 downloads/month
A static type checker for Python.
python/github.com/python/mypy / /162,416,486 downloads/month
A framework for building agents and LLM-powered applications.
langchain-ai/github.com/langchain-ai/langchain / /162,312,112 downloads/month
Python binding to libsodium, a fork of the Networking and Cryptography (NaCl) library.
pyca/github.com/pyca/pynacl / /158,271,068 downloads/month
A comprehensive library for creating static, animated, and interactive visualizations.
matplotlib/github.com/matplotlib/matplotlib / /157,645,025 downloads/month
Parallel computing and disk-based caching for Python functions.
joblib/github.com/joblib/joblib / /156,339,028 downloads/month
Python character encoding detector.
chardet/github.com/chardet/chardet / /149,674,670 downloads/month
A microframework for Python.
Also see: awesome-flask
pallets/github.com/pallets/flask / /143,520,197 downloads/month
A framework for managing and maintaining multi-language pre-commit hooks.
pre-commit/github.com/pre-commit/pre-commit / /138,509,756 downloads/month
A PostgreSQL adapter for Python, the successor to psycopg2.
psycopg/github.com/psycopg/psycopg / /138,282,672 downloads/month
A fast Python in-process signal/event dispatching system.
pallets-eco/github.com/pallets-eco/blinker / /135,116,209 downloads/month
A library capable of splitting, merging, cropping, and transforming PDF pages.
py-pdf/github.com/py-pdf/pypdf / /129,014,576 downloads/month
Sentry SDK for Python.
getsentry/github.com/getsentry/sentry-python / /128,455,515 downloads/month
An extremely fast Python version, package and project manager, written in Rust.
astral-sh/github.com/astral-sh/uv / /126,450,591 downloads/month
A Python library for symbolic mathematics.
sympy/github.com/sympy/sympy / /125,861,623 downloads/month
Rapid fuzzy string matching using various string metrics, with a C++ core.
rapidfuzz/github.com/rapidfuzz/RapidFuzz / /114,136,697 downloads/month
The uncompromising Python code formatter.
psf/github.com/psf/black / /112,165,566 downloads/month
A fast PostgreSQL Database Client Library for Python/asyncio.
MagicStack/github.com/MagicStack/asyncpg / /108,408,665 downloads/month
A comprehensive library for building OAuth, OpenID Connect, and JWT/JWS/JWE/JWK/JWA.
authlib/github.com/authlib/authlib / /107,225,072 downloads/month
A non-validating SQL parser.
andialbrecht/github.com/andialbrecht/sqlparse / /105,463,092 downloads/month
A Python module for creating Excel .xlsx files.
jmcnamara/github.com/jmcnamara/XlsxWriter / /104,767,505 downloads/month
The leading native Python SSHv2 protocol library.
paramiko/github.com/paramiko/paramiko / /100,805,742 downloads/month
An internationalization library for Python.
python-babel/github.com/python-babel/babel / /100,283,388 downloads/month
A web framework and asynchronous networking library.
tornadoweb/github.com/tornadoweb/tornado / /99,142,577 downloads/month
Python version of the Playwright testing and automation library.
microsoft/github.com/microsoft/playwright-python / /98,043,473 downloads/month
The model-definition framework for pretrained models in text, computer vision, audio, video, and multimodal tasks, for inference and training.
huggingface/github.com/huggingface/transformers / /97,069,299 downloads/month
Creates, reads, and updates Microsoft Word (.docx) files.
python-openxml/github.com/python-openxml/python-docx / /96,733,464 downloads/month
A pre-fork WSGI server with a native ASGI worker, ported from Ruby's Unicorn project.
benoitc/github.com/benoitc/gunicorn / /95,957,150 downloads/month
A powerful interactive Python shell, and the kernel behind Jupyter notebooks.
ipython/github.com/ipython/ipython / /95,487,929 downloads/month
Structured logging made easy.
hynek/github.com/hynek/structlog / /94,053,290 downloads/month
Working with XML feel like you are working with JSON.
martinblech/github.com/martinblech/xmltodict / /92,479,813 downloads/month
A Python implementation of John Gruber’s Markdown.
Python-Markdown/github.com/Python-Markdown/markdown / /91,573,991 downloads/month
Call 100+ LLMs using OpenAI format.
BerriAI/github.com/BerriAI/litellm / /91,380,734 downloads/month
A Python utility / library to sort imports.
PyCQA/github.com/PyCQA/isort / /89,165,884 downloads/month
API and shell utilities to monitor file system events.
gorakhargosh/github.com/gorakhargosh/watchdog / /86,058,440 downloads/month
A fast library for extracting, rendering, and editing PDF and other document formats, built on MuPDF.
pymupdf/github.com/pymupdf/PyMuPDF / /83,726,541 downloads/month
Poetry's PEP 517 build backend, usable without Poetry itself.
python-poetry/github.com/python-poetry/poetry-core / /82,786,346 downloads/month
Universal Command Line Interface for Amazon Web Services; the PyPI package is v1, in maintenance mode, while v2 ships as AWS's bundled installer.
aws/github.com/aws/aws-cli / /82,096,811 downloads/month
A lightweight library for converting complex objects to and from simple Python datatypes.
marshmallow-code/github.com/marshmallow-code/marshmallow / /81,999,186 downloads/month
Pandas integration with AWS services like Athena, Glue, Redshift, S3, and DynamoDB.
aws/github.com/aws/aws-sdk-pandas / /81,804,635 downloads/month
Optimizing Static Compiler for Python.
cython/github.com/cython/cython / /75,298,770 downloads/month
A pure-Python MySQL and MariaDB client library, based on PEP 249.
PyMySQL/github.com/PyMySQL/PyMySQL / /72,780,394 downloads/month
Python library for creating and updating PowerPoint (.pptx) files.
scanny/github.com/scanny/python-pptx / /69,847,101 downloads/month
Build CLIs from type-hinted functions, with docstring-based help.
BrianPugh/github.com/BrianPugh/cyclopts / /68,726,379 downloads/month
A fast, Rust-backed drop-in replacement for Python's built-in uuid module.
aminalaee/github.com/aminalaee/uuid-utils / /68,598,762 downloads/month
Library which aims to bring enjoyable logging in Python.
Delgan/github.com/Delgan/loguru / /65,370,915 downloads/month
A Python slugify library that translates unicode to ASCII.
un33k/github.com/un33k/python-slugify / /64,356,073 downloads/month
A Python package that generates fake data.
joke2k/github.com/joke2k/faker / /64,213,258 downloads/month
The official Python client for MongoDB.
mongodb/github.com/mongodb/mongo-python-driver / /64,093,630 downloads/month
An open-source library for generating PDFs and graphics.
docs.reportlab.com/ /62,864,476 downloads/month
A fast yet powerful Python Markdown parser with renderers and plugins.
lepture/github.com/lepture/mistune / /62,053,774 downloads/month
Manipulation and analysis of geometric objects in the Cartesian plane.
shapely/github.com/shapely/shapely / /59,879,344 downloads/month
A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
pyinvoke/github.com/pyinvoke/invoke / /59,207,662 downloads/month
A collection of functional utilities for iterators, functions, and dictionaries. Also available as cytoolz for Cython-accelerated performance.
pytoolz/github.com/pytoolz/toolz / /57,701,763 downloads/month
Tensors and Dynamic neural networks in Python with strong GPU acceleration.
pytorch/github.com/pytorch/pytorch / /57,564,685 downloads/month
An in-process SQL OLAP database management system; optimized for analytics and fast queries, similar to SQLite but for analytical workloads.
duckdb/github.com/duckdb/duckdb / /56,306,782 downloads/month
Convert HTML to Markdown, with customizable tag handling.
matthewwithanm/github.com/matthewwithanm/python-markdownify / /53,998,169 downloads/month
A high-level, Pythonic framework for building MCP servers and clients.
PrefectHQ/github.com/PrefectHQ/fastmcp / /53,457,449 downloads/month
A framework for building interactive user interfaces that run in the terminal and the browser.
Textualize/github.com/Textualize/textual / /53,060,709 downloads/month
A NumPy-aware JIT compiler for Python, using LLVM.
numba/github.com/numba/numba / /52,696,698 downloads/month
A community-maintained fork of PDFMiner for extracting information from PDF documents.
pdfminer/github.com/pdfminer/pdfminer.six / /52,350,852 downloads/month
Hypothesis is an advanced Quickcheck style property based testing library.
HypothesisWorks/github.com/HypothesisWorks/hypothesis / /52,086,707 downloads/month
A utility library for mocking out the requests Python library.
getsentry/github.com/getsentry/responses / /51,963,388 downloads/month
Python datetimes made easy.
python-pendulum/github.com/python-pendulum/pendulum / /51,211,684 downloads/month
A fast DataFrame library implemented in Rust with a Python API.
pola-rs/github.com/pola-rs/polars / /50,298,880 downloads/month
Interactive graphing library for Python.
plotly/github.com/plotly/plotly.py / /49,288,574 downloads/month
Apache Spark Python API.
apache/github.com/apache/spark / /46,934,960 downloads/month
Low-level orchestration framework for building stateful, long-running LLM agents.
langchain-ai/github.com/langchain-ai/langgraph / /45,080,225 downloads/month
An asynchronous task queue/job queue based on distributed message passing.
celery/github.com/celery/celery / /42,764,072 downloads/month
A high-level web framework that encourages rapid development and clean, pragmatic design.
Also see: awesome-django
django/github.com/django/django / /41,215,164 downloads/month
A leading platform for building Python programs to work with human language data.
nltk/github.com/nltk/nltk / /41,115,333 downloads/month
Full-featured static type checker for Python from Microsoft, the engine behind Pylance.
microsoft/github.com/microsoft/pyright / /40,814,819 downloads/month
An extremely fast Python type checker and language server.
astral-sh/github.com/astral-sh/ty / /40,648,952 downloads/month
Confluent's Python client for Apache Kafka, built on librdkafka.
confluentinc/github.com/confluentinc/confluent-kafka-python / /40,409,644 downloads/month
Python dependency management and packaging made easy.
python-poetry/github.com/python-poetry/poetry / /39,465,541 downloads/month
A wrapper around pycodestyle, pyflakes and McCabe.
PyCQA/github.com/PyCQA/flake8 / /38,797,140 downloads/month
Declarative statistical visualization library for Python.
vega/github.com/vega/altair / /37,603,148 downloads/month
A fully customizable source code analyzer.
pylint-dev/github.com/pylint-dev/pylint / /37,248,501 downloads/month
The official low-level Python client for OpenSearch.
opensearch-project/github.com/opensearch-project/opensearch-py / /37,168,413 downloads/month
A Python parser for human-readable dates in over 200 language locales.
scrapinghub/github.com/scrapinghub/dateparser / /37,132,604 downloads/month
A small, expressive ORM.
coleifer/github.com/coleifer/peewee / /37,082,285 downloads/month
Temporal SDK for durable, fault-tolerant workflows that survive crashes and retries.
temporalio/github.com/temporalio/sdk-python / /36,702,980 downloads/month
A friendly library for async concurrency and I/O.
python-trio/github.com/python-trio/trio / /35,523,437 downloads/month
A light but powerful in-process task scheduler that lets you schedule functions.
agronholm/github.com/agronholm/apscheduler / /34,435,166 downloads/month
Parsing, formatting, storing and validating international phone numbers.
daviddrysdale/github.com/daviddrysdale/python-phonenumbers / /34,108,899 downloads/month
Python binding to the ammonia HTML sanitizer, a fast replacement for bleach.
messense/github.com/messense/nh3 / /33,746,219 downloads/month
Pythonic bindings for FFmpeg's libraries.
PyAV-Org/github.com/PyAV-Org/PyAV / /32,929,830 downloads/month
Simple Python interface for creating and rendering Graphviz graphs.
xflr6/github.com/xflr6/graphviz / /32,914,180 downloads/month
The official low-level Python client for Elasticsearch.
elastic/github.com/elastic/elasticsearch-py / /32,789,752 downloads/month
Statistical modeling and econometrics in Python.
statsmodels/github.com/statsmodels/statsmodels / /32,487,148 downloads/month
A visual rendering engine for HTML and CSS that can export to PDF.
Kozea/github.com/Kozea/WeasyPrint / /31,848,840 downloads/month
A fast serialization and validation library with built-in support for JSON, MessagePack, YAML, and TOML.
msgspec/github.com/msgspec/msgspec / /30,422,512 downloads/month
Open Source Computer Vision Library.
opencv/github.com/opencv/opencv-python / /29,782,271 downloads/month
Anthropic's Python SDK for building AI agents on Claude Code's harness — custom tools, in-process MCP servers, hooks.
anthropics/github.com/anthropics/claude-agent-sdk-python / /29,364,170 downloads/month
A scalable, portable, and distributed gradient boosting library.
dmlc/github.com/dmlc/xgboost / /29,052,465 downloads/month
A pure Python QR Code generator.
lincolnloop/github.com/lincolnloop/python-qrcode / /27,967,776 downloads/month
A web-based notebook environment for interactive computing.
Also see: awesome-jupyter
jupyter/github.com/jupyter/notebook / /27,814,297 downloads/month
Python bindings for Selenium WebDriver.
SeleniumHQ/github.com/SeleniumHQ/selenium / /27,791,472 downloads/month
The official ClickHouse client, with SQLAlchemy and Superset connectors.
ClickHouse/github.com/ClickHouse/clickhouse-connect / /27,728,211 downloads/month
Audits Python environments and dependency trees for known vulnerabilities, using the Python Packaging Advisory Database or OSV.
pypa/github.com/pypa/pip-audit / /27,350,545 downloads/month
A flexible parallel computing library for analytic computing.
dask/github.com/dask/dask / /27,314,400 downloads/month
Statistical data visualization using Matplotlib.
mwaskom/github.com/mwaskom/seaborn / /27,090,938 downloads/month
An ODBC bridge for connecting to SQL Server and any other ODBC-accessible database.
mkleehammer/github.com/mkleehammer/pyodbc / /26,788,468 downloads/month
ASCII transliterations of Unicode text.
avian2/github.com/avian2/unidecode / /25,346,655 downloads/month
A coroutine-based Python networking library that uses greenlet.
gevent/github.com/gevent/gevent / /24,876,413 downloads/month
A Python library for (scientific) image processing.
scikit-image/github.com/scikit-image/scikit-image / /24,138,860 downloads/month
A powerful and flexible toolkit to build web APIs.
encode/github.com/encode/django-rest-framework / /23,932,907 downloads/month
SQLite and file backed cache backend, compatible with Django.
grantjenks/github.com/grantjenks/python-diskcache / /23,890,654 downloads/month
A tool designed to find common security issues in Python code.
PyCQA/github.com/PyCQA/bandit / /23,859,932 downloads/month
Mock HTTPX with awesome request patterns and response side effects.
lundberg/github.com/lundberg/respx / /23,842,948 downloads/month
A Python interface to the libmagic file type identification library.
ahupp/github.com/ahupp/python-magic / /23,584,482 downloads/month
Efficient, Pythonic bidirectional map data structures and related functionality.
jab/github.com/jab/bidict / /23,377,818 downloads/month
SQLModel is based on Python type annotations, and powered by Pydantic and SQLAlchemy.
fastapi/github.com/fastapi/sqlmodel / /23,287,420 downloads/month
An audio library for reading and writing sound files, based on libsndfile, CFFI, and NumPy.
bastibe/github.com/bastibe/python-soundfile / /23,082,546 downloads/month
A set of pure-Python utilities.
mahmoud/github.com/mahmoud/boltons / /22,401,659 downloads/month
A linter that enforces architectural constraints on imports between Python modules.
seddonym/github.com/seddonym/import-linter / /22,377,430 downloads/month
Compute embeddings, run retrieval, and rerank results with pretrained and fine-tuned models.
huggingface/github.com/huggingface/sentence-transformers / /21,666,329 downloads/month
A library for industrial-strength natural language processing in Python and Cython.
explosion/github.com/explosion/spaCy / /20,513,032 downloads/month
Record and replay HTTP interactions on your tests.
kevin1024/github.com/kevin1024/vcrpy / /20,356,978 downloads/month
A test fixtures replacement for Python.
FactoryBoy/github.com/FactoryBoy/factory_boy / /19,775,184 downloads/month
Travel through time in your tests by mocking the current time at the C level.
adamchainz/github.com/adamchainz/time-machine / /19,670,562 downloads/month
A framework which lets you build dashboards, generate reports, or create chat apps in minutes.
streamlit/github.com/streamlit/streamlit / /19,548,406 downloads/month
A sampling profiler for Python programs. Written in Rust.
benfred/github.com/benfred/py-spy / /18,493,782 downloads/month
A data quality framework for validating, documenting, and profiling data with declarative expectations.
fivetran/github.com/fivetran/great_expectations / /18,456,096 downloads/month
A fast, distributed, high performance gradient boosting framework.
lightgbm-org/github.com/lightgbm-org/LightGBM / /18,445,203 downloads/month
Python Documentation generator.
Also see: awesome-sphinxdoc
sphinx-doc/github.com/sphinx-doc/sphinx/ / /17,564,710 downloads/month
The official Python driver for Oracle Database, successor to cx_Oracle.
oracle/github.com/oracle/python-oracledb / /17,412,991 downloads/month
Easy Pythonic way to download market and financial data from Yahoo Finance.
ranaroussi/github.com/ranaroussi/yfinance / /17,146,716 downloads/month
A wrapper for the Tesseract OCR engine.
madmaze/github.com/madmaze/pytesseract / /17,114,899 downloads/month
Manipulate audio with a simple and easy high level interface.
jiaaro/github.com/jiaaro/pydub / /16,543,854 downloads/month
A generator library for concise, unambiguous and URL-safe UUIDs.
skorokithakis/github.com/skorokithakis/shortuuid / /16,458,172 downloads/month
uv's fast, minimal build backend for pure-Python projects.
astral-sh/github.com/astral-sh/uv / /16,219,671 downloads/month
MySQL and MariaDB connector (MySQLdb1 fork).
PyMySQL/github.com/PyMySQL/mysqlclient / /15,847,921 downloads/month
Universal feed parser.
kurtmckee/github.com/kurtmckee/feedparser / /15,211,103 downloads/month
Radically simplified static file serving for WSGI applications, with compression and caching headers.
evansd/github.com/evansd/whitenoise / /14,530,249 downloads/month
Auto builds and tests distributions in multiple Python versions.
tox-dev/github.com/tox-dev/tox / /14,320,028 downloads/month
Python tool for converting files and office documents to Markdown.
microsoft/github.com/microsoft/markitdown / /14,247,142 downloads/month
A tool for finding and analyzing dead Python code.
jendrikseipp/github.com/jendrikseipp/vulture / /14,033,302 downloads/month
A unified framework for scaling AI and Python applications.
ray-project/github.com/ray-project/ray/ / /13,893,715 downloads/month
Python Extensions for Windows.
mhammond/github.com/mhammond/pywin32 / /13,816,197 downloads/month
Makes Unicode text less broken and more consistent automagically.
rspeer/github.com/rspeer/python-ftfy / /13,775,602 downloads/month
Hydra is a framework for elegantly configuring complex applications.
hydra-ecosystem/github.com/hydra-ecosystem/hydra / /13,754,191 downloads/month
Python tools for geographic data (GeoSeries/GeoDataFrame) built on pandas.
geopandas/github.com/geopandas/geopandas / /13,533,431 downloads/month
The observability platform for Python, from the makers of Pydantic.
pydantic/github.com/pydantic/logfire / /13,532,819 downloads/month
IPython-enabled pdb.
gotcha/github.com/gotcha/ipdb / /13,244,801 downloads/month
A tool for gathering text and metadata from the web, with built-in content filtering.
adbar/github.com/adbar/trafilatura / /13,138,141 downloads/month
An event-driven networking engine.
twisted/github.com/twisted/twisted / /13,100,845 downloads/month
A command-line program to download videos from YouTube and other video sites, a fork of youtube-dl.
yt-dlp/github.com/yt-dlp/yt-dlp / /13,061,973 downloads/month
Python serial port access library for Windows, macOS, Linux, and BSD.
pyserial/github.com/pyserial/pyserial / /12,433,392 downloads/month
A little task queue with multi-process, multi-thread, or greenlet workers.
coleifer/github.com/coleifer/huey / /12,368,896 downloads/month
OpenAI's framework for building and managing AI agents.
openai/github.com/openai/openai-agents-python / /12,359,699 downloads/month
A collection of custom storage back ends for Django.
jschneier/github.com/jschneier/django-storages / /12,233,813 downloads/month
An end-to-end machine learning platform from Google.
tensorflow/github.com/tensorflow/tensorflow / /12,031,577 downloads/month
An asyncio SMTP client.
cole/github.com/cole/aiosmtplib / /11,829,380 downloads/month
A documentation framework and Material Design theme built on MkDocs.
squidfunk/github.com/squidfunk/mkdocs-material / /11,616,366 downloads/month
A mock data generation library based on type hints (continuation of pydantic-factories).
litestar-org/github.com/litestar-org/polyfactory / /11,423,870 downloads/month
A high-level deep learning library with support for JAX, TensorFlow, and PyTorch backends.
keras-team/github.com/keras-team/keras / /11,098,264 downloads/month
Pure-Python RabbitMQ/AMQP 0-9-1 client library.
pika/github.com/pika/pika / /10,908,865 downloads/month
Python driver with native interface for ClickHouse.
mymarilyn/github.com/mymarilyn/clickhouse-driver / /10,803,240 downloads/month
Python Geocoding Toolbox.
geopy/github.com/geopy/geopy / /10,796,048 downloads/month
A memory profiler that tracks allocations in Python code, native extensions, and the interpreter itself.
bloomberg/github.com/bloomberg/memray / /10,525,547 downloads/month
A Whisper reimplementation on CTranslate2, up to 4 times faster than openai-whisper with less memory.
SYSTRAN/github.com/SYSTRAN/faster-whisper / /10,428,249 downloads/month
Parsing and analyzing ELF files and DWARF debugging information.
eliben/github.com/eliben/pyelftools / /10,378,862 downloads/month
Converts Python programs into stand-alone executables (cross-platform).
pyinstaller/github.com/pyinstaller/pyinstaller / /9,968,097 downloads/month
Google's code-first toolkit for building, evaluating, and deploying AI agents.
google/github.com/google/adk-python / /9,819,874 downloads/month
A Rust HTTP server for Python applications built on top of Hyper and Tokio, supporting WSGI/ASGI/RSGI.
emmett-framework/github.com/emmett-framework/granian / /9,618,954 downloads/month
Deep learning framework to train, deploy, and ship AI products Lightning fast.
Lightning-AI/github.com/Lightning-AI/pytorch-lightning / /9,541,453 downloads/month
A library for high-performance numerical computing with automatic differentiation and JIT compilation.
jax-ml/github.com/jax-ml/jax / /9,161,617 downloads/month
Scalable user load testing tool written in Python.
locustio/github.com/locustio/locust / /9,155,132 downloads/month
Simple job queues for Python.
rq/github.com/rq/rq / /8,882,067 downloads/month
Python library for audio and music analysis.
librosa/github.com/librosa/librosa / /8,780,069 downloads/month
Display various debug information for Django.
django-commons/github.com/django-commons/django-debug-toolbar / /8,601,985 downloads/month
A library for extracting structured data from LLMs, powered by Pydantic.
567-labs/github.com/567-labs/instructor / /8,498,199 downloads/month
A data validation library for dataframes, with support for pandas, polars, PySpark, and more.
unionai-oss/github.com/unionai-oss/pandera / /8,363,761 downloads/month
A library for parameter-efficient fine-tuning of large pretrained models.
huggingface/github.com/huggingface/peft / /8,216,920 downloads/month
A statistical wall-clock profiler with low overhead and readable call-tree output.
joerick/github.com/joerick/pyinstrument / /8,189,277 downloads/month
WebSocket & WAMP for Python on Twisted and asyncio.
crossbario/github.com/crossbario/autobahn-python / /8,048,425 downloads/month
A real-time monitor and web admin for Celery task queues.
mher/github.com/mher/flower / /7,953,660 downloads/month
Make websites accessible for AI agents with easy browser automation.
browser-use/github.com/browser-use/browser-use / /7,894,240 downloads/month
An orchestration platform for the development, production, and observation of data assets.
dagster-io/github.com/dagster-io/dagster / /7,796,912 downloads/month
A radically simple IT automation platform.
ansible/github.com/ansible/ansible / /7,689,918 downloads/month
A fast type checker and language server for Python.
facebook/github.com/facebook/pyrefly / /7,680,256 downloads/month
The Eclipse Paho MQTT client for Python.
eclipse-paho/github.com/eclipse-paho/paho.mqtt.python / /7,639,428 downloads/month
A developer-friendly embedded retrieval database for multimodal AI.
lancedb/github.com/lancedb/lancedb / /7,501,272 downloads/month
Supervisor process control system for UNIX.
Supervisor/github.com/Supervisor/supervisor / /7,385,406 downloads/month
A simple, Pythonic tool for remote execution and deployment.
fabric/github.com/fabric/fabric / /7,174,531 downloads/month
A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
PrefectHQ/github.com/PrefectHQ/prefect / /7,110,069 downloads/month
A Python module to handle audio metadata.
quodlibet/github.com/quodlibet/mutagen / /7,100,450 downloads/month
A fast and simple micro-framework distributed as a single file with no dependencies.
bottlepy/github.com/bottlepy/bottle / /6,880,603 downloads/month
Modern, extensible Python project manager for environments, builds, and publishing.
pypa/github.com/pypa/hatch / /6,814,166 downloads/month
Airflow is a platform to programmatically author, schedule and monitor workflows.
apache/github.com/apache/airflow / /6,810,909 downloads/month
A fancy and practical functional tools.
Suor/github.com/Suor/funcy / /6,618,985 downloads/month
An open-source embedding database for building AI applications with embeddings and semantic search.
chroma-core/github.com/chroma-core/chroma / /6,554,261 downloads/month
A framework for building data apps and dashboards in pure Python, built on Plotly.
plotly/github.com/plotly/dash / /6,553,552 downloads/month
A command-line utility that creates projects from cookiecutters (project templates).
cookiecutter/github.com/cookiecutter/cookiecutter / /6,542,897 downloads/month
A full-fledged subprocess replacement for Python.
amoffat/github.com/amoffat/sh / /6,471,677 downloads/month
Multi-threaded, powers Pyramid.
Pylons/github.com/Pylons/waitress / /6,444,520 downloads/month
An ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn.
pgjones/github.com/pgjones/hypercorn / /6,367,822 downloads/month
An implementation of figlet written in Python.
pwaller/github.com/pwaller/pyfiglet / /6,112,258 downloads/month
A GraphQL library that leverages Python type annotations for schema definition.
strawberry-graphql/github.com/strawberry-graphql/strawberry / /5,825,004 downloads/month
A task runner that defines tasks in pyproject.toml and works with poetry or uv.
nat-n/github.com/nat-n/poethepoet / /5,669,176 downloads/month
Cheminformatics and Machine Learning Software.
rdkit/github.com/rdkit/rdkit / /5,655,903 downloads/month
Operate and manipulate physical quantities with units and dimensional analysis.
hgrecco/github.com/hgrecco/pint / /5,591,726 downloads/month
A fast, scalable, high performance gradient boosting on decision trees library.
catboost/github.com/catboost/catboost / /5,562,077 downloads/month
Python job scheduling for humans.
dbader/github.com/dbader/schedule / /5,555,302 downloads/month
A Python agent framework for building generative AI applications with structured schemas.
pydantic/github.com/pydantic/pydantic-ai / /5,392,025 downloads/month
A framework for programming, not prompting, language models.
stanfordnlp/github.com/stanfordnlp/dspy / /5,333,734 downloads/month
A modern datetime library, type-safe and DST-safe, in Rust or pure Python.
ariebovenberg/github.com/ariebovenberg/whenever / /5,242,103 downloads/month
A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
urwid/github.com/urwid/urwid / /5,238,012 downloads/month
Interactive Web Plotting for Python.
bokeh/github.com/bokeh/bokeh / /5,204,671 downloads/month
Authentication app for Django that "just works."
pennersr/github.com/pennersr/django-allauth / /5,199,287 downloads/month
Build and share machine learning apps, all in Python.
gradio-app/github.com/gradio-app/gradio / /5,193,006 downloads/month
A general-purpose automatic speech recognition model trained on 680k hours of multilingual and multitask supervised data.
openai/github.com/openai/whisper / /4,980,585 downloads/month
A library that provides pre-trained diffusion models for generating and editing images, audio, and video.
huggingface/github.com/huggingface/diffusers / /4,957,570 downloads/month
Brings WebSocket, long-poll HTTP, and other async support to Django.
django/github.com/django/channels / /4,917,339 downloads/month
A module for Tabular Datasets in XLS, CSV, JSON, YAML.
jazzband/github.com/jazzband/tablib / /4,868,745 downloads/month
Dynaconf is a configuration manager with plugins for Django and Flask.
dynaconf/github.com/dynaconf/dynaconf / /4,838,237 downloads/month
A Python library for building data pipelines with automatic schema inference, incremental loading, and support for multiple sources and destinations.
dlt-hub/github.com/dlt-hub/dlt / /4,804,847 downloads/month
The most popular Chinese text segmentation library.
fxsjy/github.com/fxsjy/jieba / /4,689,359 downloads/month
An OAuth 2.0 authorization server for Django.
django-oauth/github.com/django-oauth/django-oauth-toolkit / /4,650,824 downloads/month
Biopython is a set of freely available tools for biological computation.
biopython/github.com/biopython/biopython / /4,629,006 downloads/month
Python dictionaries with advanced dot notation access.
cdgriffith/github.com/cdgriffith/Box / /4,426,558 downloads/month
A module for script-based movie editing with many formats, including animated GIFs.
Zulko/github.com/Zulko/moviepy / /4,412,317 downloads/month
Ultralytics YOLO for object detection, segmentation, pose estimation, classification, and tracking.
ultralytics/github.com/ultralytics/ultralytics / /4,266,493 downloads/month
A tool for building self-contained Python executable environments (PEP 441 zipapps).
pex-tool/github.com/pex-tool/pex / /4,157,319 downloads/month
A tiny, document-oriented database.
msiemens/github.com/msiemens/tinydb / /4,119,698 downloads/month
A library for reading audio file metadata of MP3, MP4, WAV, OGG, FLAC, WMA, and AIFF files.
tinytag/github.com/tinytag/tinytag / /4,107,804 downloads/month
A fast high-level web crawling and scraping framework.
scrapy/github.com/scrapy/scrapy / /4,089,281 downloads/month
Easy, generic parser combinator library for creating parsers.
python-parsy/github.com/python-parsy/parsy / /3,890,680 downloads/month
Fast, Django REST framework based on type hints and Pydantic.
vitalik/github.com/vitalik/django-ninja / /3,879,086 downloads/month
An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
mitmproxy/github.com/mitmproxy/mitmproxy / /3,847,437 downloads/month
A tool for producing forecasts for time series with multiple seasonality and trend changes.
facebook/github.com/facebook/prophet / /3,838,042 downloads/month
A spec-first framework that automatically handles requests based on your OpenAPI specification.
spec-first/github.com/spec-first/connexion / /3,743,377 downloads/month
A standard API for reinforcement learning environments with popular reference environments (gym successor).
Farama-Foundation/github.com/Farama-Foundation/Gymnasium / /3,692,918 downloads/month
Flexible test automation for Python.
wntrblm/github.com/wntrblm/nox / /3,692,840 downloads/month
A generic test automation framework.
robotframework/github.com/robotframework/robotframework / /3,609,283 downloads/month
Install and Run Python Applications in Isolated Environments. Like npx in Node.js.
pypa/github.com/pypa/pipx / /3,502,625 downloads/month
A tool for automatic property-based testing of web APIs from OpenAPI or GraphQL schemas.
schemathesis/github.com/schemathesis/schemathesis / /3,350,223 downloads/month
In-process OLAP SQL engine with the full ClickHouse dialect, zero-copy pandas/Arrow interop, and federation to remote ClickHouse clusters via remoteSecure().
chdb-io/github.com/chdb-io/chdb / /3,280,638 downloads/month
A brilliant packet manipulation library.
secdev/github.com/secdev/scapy / /3,212,445 downloads/month
A portable Python dataframe library with a single API for 20+ backends.
ibis-project/github.com/ibis-project/ibis / /3,195,944 downloads/month
The Python Driver for Apache Cassandra.
apache/github.com/apache/cassandra-python-driver / /3,192,230 downloads/month
Django email backends and webhooks for transactional email services such as Amazon SES, Brevo, Mailgun, Postmark, and Resend.
anymail/github.com/anymail/django-anymail / /3,145,856 downloads/month
Qt for Python offers the official Python bindings for Qt, largely API-compatible with PyQt6 but with different licensing.
pyside/github.com/pyside/pyside-setup / /2,972,202 downloads/month
Library for converting documents into structured data.
docling-project/github.com/docling-project/docling / /2,944,583 downloads/month
Python bindings and utilities for GeoJSON.
jazzband/github.com/jazzband/geojson / /2,885,983 downloads/month
Topic Modeling for Humans.
piskvorky/github.com/piskvorky/gensim / /2,845,847 downloads/month
A toolkit for building RAG pipelines and agents over your data.
run-llama/github.com/run-llama/llama_index / /2,836,629 downloads/month
A community Python library for Astronomy.
astropy/github.com/astropy/astropy / /2,835,843 downloads/month
A Pythonic interface for Amazon DynamoDB.
pynamodb/github.com/pynamodb/PynamoDB / /2,771,250 downloads/month
Official Microsoft driver for SQL Server and Azure SQL, built on ODBC for high performance.
microsoft/github.com/microsoft/mssql-python / /2,707,682 downloads/month
A tool to remove image backgrounds.
danielgatis/github.com/danielgatis/rembg / /2,626,409 downloads/month
A cross-platform windowing and multimedia library for Python.
pyglet/github.com/pyglet/pyglet / /2,535,727 downloads/month
RFC 9111 compliant HTTP caching for clients like httpx and requests and servers like FastAPI, with sync and async support.
karpetrosyan/github.com/karpetrosyan/hishel / /2,491,791 downloads/month
Compresses linked and inline JavaScript or CSS into a single cached file.
django-compressor/github.com/django-compressor/django-compressor / /2,484,102 downloads/month
A library for post-training transformer language models with SFT, DPO, GRPO, and other trainers.
huggingface/github.com/huggingface/trl / /2,465,158 downloads/month
A new kind of Progress Bar, with real-time throughput, eta and very cool animations.
rsalmei/github.com/rsalmei/alive-progress / /2,462,633 downloads/month
A framework for orchestrating role-playing autonomous AI agents for collaborative task solving.
crewAIInc/github.com/crewAIInc/crewAI / /2,458,618 downloads/month
A reactive notebook for Python, stored as pure Python and runnable as a script or app.
marimo-team/github.com/marimo-team/marimo / /2,412,045 downloads/month
Pygame is a set of Python modules designed for writing games.
pygame/github.com/pygame/pygame / /2,213,987 downloads/month
Open Source Differentiable Computer Vision Library for PyTorch.
kornia/github.com/kornia/kornia / /2,192,722 downloads/month
Create barcodes in Python with no extra dependencies.
WhyNotHugo/github.com/WhyNotHugo/python-barcode / /2,158,417 downloads/month
HTTP security headers for Python web applications with ASGI and WSGI middleware.
TypeError/github.com/TypeError/secure / /2,143,082 downloads/month
A high-performance serving framework for large language models and multimodal models.
sgl-project/github.com/sgl-project/sglang / /2,122,487 downloads/month
Distributed task queue with native asyncio support and pluggable brokers.
taskiq-python/github.com/taskiq-python/taskiq / /2,057,306 downloads/month
A high-throughput and memory-efficient inference and serving engine for LLMs.
vllm-project/github.com/vllm-project/vllm / /2,043,800 downloads/month
Socket.IO integration for Flask applications.
miguelgrinberg/github.com/miguelgrinberg/Flask-SocketIO / /2,002,099 downloads/month
A small, fast, down-to-earth, open source Python web framework.
Pylons/github.com/Pylons/pyramid / /1,977,744 downloads/month
Strawberry GraphQL integration with Django.
An intelligent memory layer for AI agents enabling personalized interactions.
mem0ai/github.com/mem0ai/mem0 / /1,967,304 downloads/month
A slick ORM cache with automatic granular event-driven invalidation.
Suor/github.com/Suor/django-cacheops / /1,936,121 downloads/month
dogpile.cache is a next generation replacement for Beaker made by the same authors.
sqlalchemy/github.com/sqlalchemy/dogpile.cache / /1,893,273 downloads/month
Ready-to-use OCR with 80+ languages supported.
JaidedAI/github.com/JaidedAI/EasyOCR / /1,892,333 downloads/month
Python Integration with the .NET Common Language Runtime (CLR).
pythonnet/github.com/pythonnet/pythonnet / /1,887,146 downloads/month
A Python library for generating fake but realistic data in multiple languages and locales.
lk-geimfari/github.com/lk-geimfari/mimesis / /1,851,130 downloads/month
A fast and reliable background task processing library for Python 3.
Bogdanp/github.com/Bogdanp/dramatiq / /1,801,266 downloads/month
Production-ready, capable and extensible ASGI Web framework.
litestar-org/github.com/litestar-org/litestar / /1,695,265 downloads/month
A library to control and monitor input devices.
moses-palmer/github.com/moses-palmer/pynput / /1,692,284 downloads/month
Convert Chinese hanzi (漢字) to pinyin (拼音).
mozillazg/github.com/mozillazg/python-pinyin / /1,668,618 downloads/month
Simple and extensible administrative interface framework for Flask.
pallets-eco/github.com/pallets-eco/flask-admin / /1,577,317 downloads/month
Turn any folder of code, SQL schemas, docs, papers, images, or videos into a queryable knowledge graph.
Graphify-Labs/github.com/Graphify-Labs/graphify / /1,574,136 downloads/month
A cross platform Bluetooth Low Energy Client for Python using asyncio.
hbldh/github.com/hbldh/bleak / /1,573,192 downloads/month
Fast statistical forecasting models such as ARIMA, ETS, and Theta, compiled with numba.
Nixtla/github.com/Nixtla/statsforecast / /1,563,447 downloads/month
A Python Object-Document-Mapper for working with MongoDB.
MongoEngine/github.com/MongoEngine/mongoengine / /1,548,827 downloads/month
A modern static site generator for technical documentation.
zensical/github.com/zensical/zensical / /1,483,105 downloads/month
An asynchronous Python object-document mapper (ODM) for MongoDB.
BeanieODM/github.com/BeanieODM/beanie / /1,479,328 downloads/month
Rope is a python refactoring library.
python-rope/github.com/python-rope/rope / /1,474,332 downloads/month
A library and command-line utility for rendering project templates.
copier-org/github.com/copier-org/copier / /1,453,805 downloads/month
Python bindings for the Qt cross-platform application and UI framework.
A fast and token-efficient browser automation SDK to extract data and perform self-healing actions on web pages.
browserbase/github.com/browserbase/stagehand / /1,393,008 downloads/month
Python framework for web automation & testing, with stealth options.
seleniumbase/github.com/seleniumbase/SeleniumBase / /1,380,050 downloads/month
A modern Django admin theme for building dashboards, internal tools, and business applications.
unfoldadmin/github.com/unfoldadmin/django-unfold / /1,359,291 downloads/month
A lightweight cross-platform native wrapper around a webview component.
r0x0r/github.com/r0x0r/pywebview/ / /1,337,811 downloads/month
Expressive statecharts and finite state machines with a declarative API, in sync and async codebases.
fgmacedo/github.com/fgmacedo/python-statemachine / /1,334,097 downloads/month
Advanced Python REPL built on top of the python-prompt-toolkit.
prompt-toolkit/github.com/prompt-toolkit/ptpython / /1,330,443 downloads/month
Inspect variables, expressions, and program execution with a single, simple function call.
gruns/github.com/gruns/icecream / /1,299,772 downloads/month
An open-source, LLM-friendly web crawler that provides lightning-fast, structured data extraction specifically designed for AI agents.
unclecode/github.com/unclecode/crawl4ai / /1,265,993 downloads/month
A framework for building asynchronous services over Apache Kafka, RabbitMQ, NATS, MQTT and Redis.
ag2ai/github.com/ag2ai/faststream / /1,255,348 downloads/month
Fully featured framework for fast, easy and documented API development with Flask.
python-restx/github.com/python-restx/flask-restx / /1,253,720 downloads/month
Probabilistic programming and Bayesian modeling in Python.
pymc-devs/github.com/pymc-devs/pymc / /1,234,894 downloads/month
Python library and CLI tool for converting text to speech using Google Translate TTS.
pndurette/github.com/pndurette/gTTS / /1,188,437 downloads/month
Auto-generates API documentation for Python projects.
mitmproxy/github.com/mitmproxy/pdoc / /1,188,120 downloads/month
A low-overhead tool that traces and visualizes Python code execution.
gaogaotiantian/github.com/gaogaotiantian/viztracer / /1,187,633 downloads/month
Multilingual OCR and document parsing toolkit based on PaddlePaddle.
PaddlePaddle/github.com/PaddlePaddle/PaddleOCR / /1,182,381 downloads/month
Cognitive complexity analysis for Python code, written in Rust.
rohaquinlop/github.com/rohaquinlop/complexipy / /1,134,804 downloads/month
Python bindings for MagickWand, C API for ImageMagick.
emcconville/github.com/emcconville/wand / /1,116,939 downloads/month
A unified scikit-learn-style framework for forecasting and other time-series learning tasks.
sktime/github.com/sktime/sktime / /1,045,651 downloads/month
A financial data interface library, with data provided for academic research only.
akfamily/github.com/akfamily/akshare / /990,841 downloads/month
Approximate Nearest Neighbors in C++/Python optimized for memory usage.
spotify/github.com/spotify/annoy / /948,416 downloads/month
An easy-to-use, Python-based UI framework, which shows up in your web browser.
zauberzeug/github.com/zauberzeug/nicegui / /945,055 downloads/month
An admin interface for SQLAlchemy models in FastAPI and Starlette.
smithyhq/github.com/smithyhq/sqladmin / /936,646 downloads/month
A set of type-safe monads, transformers, and composition utilities.
dry-python/github.com/dry-python/returns / /912,587 downloads/month
Multi-vendor library to simplify CLI connections to network devices.
ktbyers/github.com/ktbyers/netmiko / /905,485 downloads/month
Diagram as Code.
mingrammer/github.com/mingrammer/diagrams / /894,277 downloads/month
Faster, lower-memory LLM fine-tuning, as a Python library or a desktop app.
unslothai/github.com/unslothai/unsloth / /883,468 downloads/month
Implementation of per-object permissions for Django.
django-guardian/github.com/django-guardian/django-guardian / /882,642 downloads/month
Python CLI utility and library for manipulating SQLite databases.
simonw/github.com/simonw/sqlite-utils / /878,943 downloads/month
Library for downloading structured data from SEC EDGAR filings and XBRL financial statements.
dgunning/github.com/dgunning/edgartools / /869,077 downloads/month
A binding for libvips, a fast image processing library with low memory needs.
libvips/github.com/libvips/pyvips / /849,804 downloads/month
An IBM-backed quantum SDK for building, simulating, and running circuits on real quantum hardware.
Qiskit/github.com/Qiskit/qiskit / /826,203 downloads/month
A full-screen, console-based Python debugger.
inducer/github.com/inducer/pudb / /806,420 downloads/month
A cartographic python library with matplotlib support.
SciTools/github.com/SciTools/cartopy / /791,928 downloads/month
The Stanford NLP Group's official Python library, supporting 60+ languages.
stanfordnlp/github.com/stanfordnlp/stanza / /769,357 downloads/month
Python Bindings for GLib/GObject/GIO/GTK.
GNOME/github.com/GNOME/pygobject / /724,951 downloads/month
PyTorch implementations of Stable Baselines (deep) reinforcement learning algorithms.
DLR-RM/github.com/DLR-RM/stable-baselines3 / /669,604 downloads/month
The fastest way to create an HTML app.
AnswerDotAI/github.com/AnswerDotAI/fasthtml / /636,074 downloads/month
Compiles Python programs into high-performance standalone executables (cross-platform).
Nuitka/github.com/Nuitka/Nuitka / /622,377 downloads/month
A modern and customizable python UI-library based on Tkinter.
TomSchimansky/github.com/tomschimansky/customtkinter / /617,285 downloads/month
A Django content management system.
wagtail/github.com/wagtail/wagtail / /614,117 downloads/month
The official Python client for the Meilisearch search engine.
meilisearch/github.com/meilisearch/meilisearch-python / /611,218 downloads/month
A Python serverless microframework for AWS.
aws/github.com/aws/chalice / /582,812 downloads/month
A command line HTTP client, a user-friendly cURL replacement.
httpie/github.com/httpie/cli / /581,451 downloads/month
A software construction tool.
SCons/github.com/SCons/scons / /578,162 downloads/month
Python bindings for MPI.
mpi4py/github.com/mpi4py/mpi4py / /560,912 downloads/month
Run and fine-tune large language models on Apple Silicon with MLX.
ml-explore/github.com/ml-explore/mlx-lm / /543,129 downloads/month
A task runner and build tool.
pydoit/github.com/pydoit/doit / /537,931 downloads/month
An actively developed drop-in replacement with new features and performance improvements (pygame fork).
pygame-community/github.com/pygame-community/pygame-ce / /533,621 downloads/month
A process-based discrete-event simulation framework.
gitlab.com/team-simpy/simpy /526,241 downloads/month
A minimal PyPI server for uploading and installing packages with pip.
pypiserver/github.com/pypiserver/pypiserver / /502,169 downloads/month
A collection of Python classes for working with network protocols, widely used for Windows and Active Directory testing.
fortra/github.com/fortra/impacket / /487,217 downloads/month
A tiny but powerful app providing object-level permissions to Django, without requiring a database.
dfunckt/github.com/dfunckt/django-rules / /457,343 downloads/month
A context database for AI agents that unifies memory, resources, and skills.
volcengine/github.com/volcengine/OpenViking / /433,096 downloads/month
A Python-powered shell. Full-featured and cross-platform.
xonsh/github.com/xonsh/xonsh/ / /408,875 downloads/month
A Flask/Marshmallow-based REST API framework with automatic OpenAPI documentation.
marshmallow-code/github.com/marshmallow-code/flask-smorest / /357,999 downloads/month
A port of the django-debug-toolbar to flask.
pallets-eco/github.com/pallets-eco/flask-debugtoolbar / /347,902 downloads/month
A high-performance, high-precision CPU, GPU, and memory profiler for Python.
plasma-umass/github.com/plasma-umass/scalene / /338,378 downloads/month
A CTF framework and exploit development library.
Gallopsled/github.com/Gallopsled/pwntools / /314,933 downloads/month
Implementing a comprehensive number of colour theory transformations and algorithms.
colour-science/github.com/colour-science/colour / /300,445 downloads/month
A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
dashingsoft/github.com/dashingsoft/pyarmor / /292,634 downloads/month
A Python library for causal and probabilistic reasoning with graphical models.
pgmpy/github.com/pgmpy/pgmpy / /287,654 downloads/month
A tool to analyze Python code.
prospector-dev/github.com/prospector-dev/prospector / /285,866 downloads/month
Industrial-grade speech recognition toolkit with speaker diarization and emotion detection.
modelscope/github.com/modelscope/FunASR / /285,734 downloads/month
Cross-platform GUI framework for building modern apps in pure Python.
flet-dev/github.com/flet-dev/flet / /284,509 downloads/month
A jazzy skin for the Django Admin-Interface.
sehmaschine/github.com/sehmaschine/django-grappelli / /276,605 downloads/month
A framework for building reactive, full-stack web applications entirely with Python.
reflex-dev/github.com/reflex-dev/reflex / /268,796 downloads/month
Yet another Gmail/SMTP client.
kootenpv/github.com/kootenpv/yagmail / /247,698 downloads/month
Quantum Toolbox in Python.
qutip/github.com/qutip/qutip / /234,220 downloads/month
A fast Python implementation of collaborative filtering for implicit datasets.
benfred/github.com/benfred/implicit / /221,978 downloads/month
PostgreSQL CLI with autocompletion and syntax highlighting.
dbcli/github.com/dbcli/pgcli / /213,713 downloads/month
A simple GPU-accelerated Python GUI framework.
hoffstadt/github.com/hoffstadt/DearPyGui / /213,403 downloads/month
Turns Python code into shell commands and runs them on your servers.
pyinfra-dev/github.com/pyinfra-dev/pyinfra / /213,133 downloads/month
Modular search for Django.
django-haystack/github.com/django-haystack/django-haystack / /212,057 downloads/month
3D game engine developed jointly by Disney and contributors from around the world.
panda3d/github.com/panda3d/panda3d / /206,077 downloads/month
A pretrained foundation model from Google Research for time-series forecasting, with non-commercial default weights.
google-research/github.com/google-research/timesfm / /191,671 downloads/month
A lightweight Python web API framework based on Flask, supporting marshmallow schemas and Pydantic models.
apiflask/github.com/apiflask/apiflask / /189,089 downloads/month
A Python toolbox for seismology.
obspy/github.com/obspy/obspy / /189,089 downloads/month
An open-source framework for cross-platform GUI apps on desktop, mobile, and embedded platforms.
kivy/github.com/kivy/kivy / /176,927 downloads/month
An adaptive personal AI assistant that grows with you.
NousResearch/github.com/NousResearch/hermes-agent / /176,663 downloads/month
A cross-platform GUI toolkit that wraps the wxWidgets C++ library.
wxWidgets/github.com/wxWidgets/Phoenix / /164,947 downloads/month
A cross-platform library for quantum computing, quantum machine learning, and quantum chemistry.
PennyLaneAI/github.com/PennyLaneAI/pennylane / /159,065 downloads/month
sklearn compatible API with the widest toolset for feature engineering and selection.
feature-engine/github.com/feature-engine/feature_engine / /155,430 downloads/month
An animation engine for explanatory math videos.
ManimCommunity/github.com/ManimCommunity/manim / /145,736 downloads/month
The open-source tool for building high-quality datasets and computer vision models.
voxel51/github.com/voxel51/fiftyone / /132,260 downloads/month
Infrastructure automation and management system.
saltstack/github.com/saltstack/salt / /128,635 downloads/month
Converts Python scripts into standalone executables and installers for Windows, macOS, and Linux.
marcelotduarte/github.com/marcelotduarte/cx_Freeze / /118,162 downloads/month
Cross-vendor API to manipulate network devices.
napalm-automation/github.com/napalm-automation/napalm / /116,955 downloads/month
A pure Python HTML5 parser that sanitizes untrusted HTML by default.
EmilStenstrom/github.com/EmilStenstrom/justhtml/ / /106,163 downloads/month
PyPI server and packaging/testing/release tool.
devpi/github.com/devpi/devpi / /103,038 downloads/month
A tmux session manager.
tmux-python/github.com/tmux-python/tmuxp / /100,491 downloads/month
A deduplicating archiver with compression and encryption.
borgbackup/github.com/borgbackup/borg / /97,049 downloads/month
A Google-developed framework focused on hardware-aware quantum circuit design for NISQ devices.
quantumlib/github.com/quantumlib/Cirq / /96,482 downloads/month
The easy-to-use and developer-friendly enterprise CMS powered by Django.
django-cms/github.com/django-cms/django-cms / /94,059 downloads/month
A package to create full-screen text UIs (from interactive forms to ASCII animations).
peterbrittain/github.com/peterbrittain/asciimatics / /82,440 downloads/month
MySQL CLI with autocompletion and syntax highlighting.
dbcli/github.com/dbcli/mycli / /80,744 downloads/month
Hunt down social media accounts by username across social networks.
sherlock-project/github.com/sherlock-project/sherlock / /67,037 downloads/month
A financial data platform for analysts, quants and AI agents.
openbq-org/github.com/openbq-org/OpenBB / /60,666 downloads/month
A scikit for building and analyzing recommender systems.
NicolasHug/github.com/NicolasHug/Surprise / /60,076 downloads/month
A music library manager and MusicBrainz tagger.
beetbox/github.com/beetbox/beets / /51,782 downloads/month
SQLite CLI with autocompletion and syntax highlighting.
dbcli/github.com/dbcli/litecli / /48,821 downloads/month
An agent-based modeling framework for building, analyzing, and visualizing complex system simulations.
mesa/github.com/mesa/mesa / /48,749 downloads/month
Automatic SQL injection and database takeover tool.
sqlmapproject/github.com/sqlmapproject/sqlmap / /43,102 downloads/month
Static site generator that supports Markdown and reST syntax.
getpelican/github.com/getpelican/pelican / /41,503 downloads/month
An easy-to-use library for creating 2D arcade games.
pythonarcade/github.com/pythonarcade/arcade / /38,564 downloads/month
Official MongoDB database backend for Django.
mongodb/github.com/mongodb/django-mongodb-backend / /37,875 downloads/month
A multi-platform AI assistant that connects LLMs to chat apps like Telegram, Slack, and QQ, extensible with Python plugins.
AstrBotDevs/github.com/AstrBotDevs/AstrBot / /33,048 downloads/month
A lightweight, in-process vector database that embeds directly into applications.
alibaba/github.com/alibaba/zvec / /28,292 downloads/month
Modern REST with speed, types, async, msgspec, pydantic and other goodies.
A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
thumbor/github.com/thumbor/thumbor / /18,958 downloads/month
A Python native, OS native GUI toolkit.
beeware/github.com/beeware/toga / /15,125 downloads/month
A graph-native context and knowledge layer for AI agents with reasoning, provenance, and governance.
semantica-agi/github.com/semantica-agi/semantica / /14,517 downloads/month
Redis CLI with autocompletion and syntax highlighting.
laixintao/github.com/laixintao/iredis / /13,928 downloads/month
A static website and blog generator.
getnikola/github.com/getnikola/nikola / /12,671 downloads/month
PyPI mirroring tool provided by Python Packaging Authority (PyPA).
pypa/github.com/pypa/bandersnatch/ / /12,287 downloads/month
A framework for fine-tuning and post-training large language models.
axolotl-ai-cloud/github.com/axolotl-ai-cloud/axolotl / /9,717 downloads/month
Paranoid text spacing.
vinta/github.com/vinta/pangu.py / /9,660 downloads/month
A hardware-in-the-loop testing framework with a Python client library for automated testing on real and virtual hardware.
jumpstarter-dev/github.com/jumpstarter-dev/jumpstarter / /3,608 downloads/month
A Python version manager for Windows (rbenv-win fork).
pyenv-win/github.com/pyenv-win/pyenv-win / /3,552 downloads/month
Minimal examples of data structures and algorithms.
keon/github.com/keon/algorithms / /1,227 downloads/month
All Algorithms implemented in Python.
(part of Django) The Django ORM.
(part of Django) A world-class geographic web framework.
(part of uv) uv's dependency vulnerability scanning backed by OSV.
Default, most widely used implementation of the Python programming language written in C.
(Python standard library) Command-line option and argument parsing.
(Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
Also see: awesome-asyncio
(Python standard library) A high-level interface for asynchronously executing callables.
(Python standard library) INI file parser.
(Python standard library) Helpers for computing deltas.
(Python standard library) Higher-order functions and operations on callable objects.
(Python standard library) Logging facility for Python.
(Python standard library) Map filenames to MIME types.
(Python standard library) Process-based parallelism.
(Python standard library) A cross-platform, object-oriented path library.
(Python standard library) SQLite interface compliant with DB-API 2.0.
(Python standard library) The standard Python interface to the Tcl/Tk GUI toolkit.
(Python standard library) Parse TOML files.
(Python standard library) A mocking and patching library.
(Python standard library) IANA time zone support. Brings the tz database into Python.
A suite of open source business apps: CRM, e-commerce, accounting, inventory, and thousands of community modules.
Simple Python version management.
A collection of design patterns and idioms in Python.
A fast browser agent that picks actions from an indexed table of page elements through TypeSafe's hosted Jev API, using a small LLM only to type text.
A lean and efficient Python implementation for microcontrollers and constrained systems.
Python distribution for the browser and Node.js based on WebAssembly.
Cross-platform, Python-agnostic binary package manager.
Security skills for vulnerability detection, auditing, and testing.
A Visual Novel engine.
Microsoft Azure SDK for Python, published as per-service packages.
Google Cloud client libraries for Python, published as per-service packages.
A multi-distribution package that handles early initialization of a cloud instance.
Portable Python distribution for Windows.
A very fast and compliant implementation of the Python language.
Agent skills the Sentry team uses for code review, pull requests, and Django reviews.
Django backend agent skills for Django, DRF, Celery, and Django-specific code review.

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