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.

324k+ stars on GitHub / Updated September 30, 2026 / Maintained by @vinta and @JinyangWang27

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Row number Tags
Python interface to Amazon Web Services.
boto/github.com/boto/boto3 / /2,366,434,159 downloads/month
An HTTP library with thread-safe connection pooling, file post, and more.
urllib3/github.com/urllib3/urllib3 / /1,257,212,795 downloads/month
HTTP Requests for Humans.
psf/github.com/psf/requests / /1,148,978,640 downloads/month
Universal character encoding detector, and a dependency of requests.
jawah/github.com/jawah/charset_normalizer / /1,124,204,638 downloads/month
A package designed to expose cryptographic primitives and recipes to Python developers.
pyca/github.com/pyca/cryptography / /1,017,008,399 downloads/month
The historical and still most widely used pyproject build backend.
pypa/github.com/pypa/setuptools / /933,171,214 downloads/month
A generic syntax highlighter.
pygments/github.com/pygments/pygments / /890,652,631 downloads/month
A full-featured YAML framework for Python.
yaml/github.com/yaml/pyyaml / /863,133,548 downloads/month
Extensions to the standard Python datetime module.
dateutil/github.com/dateutil/dateutil / /860,137,068 downloads/month
Data validation using Python type hints.
pydantic/github.com/pydantic/pydantic / /800,830,748 downloads/month
A package for creating beautiful command line interfaces in a composable way.
pallets/github.com/pallets/click/ / /774,315,469 downloads/month
A high-level async concurrency and networking framework that works on top of asyncio or trio.
agronholm/github.com/agronholm/anyio / /761,390,263 downloads/month
A fundamental package for scientific computing with Python.
numpy/github.com/numpy/numpy / /761,062,373 downloads/month
A mature full-featured Python testing tool.
Also see: awesome-pytest
pytest-dev/github.com/pytest-dev/pytest / /748,731,980 downloads/month
Replacement for __init__, __eq__, __repr__, etc. boilerplate in class definitions.
python-attrs/github.com/python-attrs/attrs / /656,964,367 downloads/month
A next generation HTTP client for Python.
encode/github.com/encode/httpx / /585,156,958 downloads/month
Safely adds untrusted strings to HTML/XML markup.
pallets/github.com/pallets/markupsafe / /582,803,092 downloads/month
Reads key-value pairs from a .env file and sets them as environment variables.
theskumar/github.com/theskumar/python-dotenv / /544,546,761 downloads/month
JSON Web Token implementation in Python.
jpadilla/github.com/jpadilla/pyjwt / /530,554,387 downloads/month
A library providing high-performance, easy-to-use data structures and data analysis tools.
pandas-dev/github.com/pandas-dev/pandas / /519,465,901 downloads/month
A modern and designer friendly templating language.
pallets/github.com/pallets/jinja / /510,698,896 downloads/month
A lightweight ASGI framework and toolkit for building high-performance async services.
Kludex/github.com/Kludex/starlette / /466,780,482 downloads/month
A lightning-fast ASGI server implementation.
Kludex/github.com/Kludex/uvicorn / /465,532,498 downloads/month
An implementation of JSON Schema for Python.
python-jsonschema/github.com/python-jsonschema/jsonschema / /439,504,877 downloads/month
Yet another URL library.
aio-libs/github.com/aio-libs/yarl / /437,389,036 downloads/month
Asynchronous HTTP client/server framework for asyncio and Python.
aio-libs/github.com/aio-libs/aiohttp / /434,089,716 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 / /429,511,664 downloads/month
Markdown parser with 100% CommonMark support, extensions, and syntax plugins.
executablebooks/github.com/executablebooks/markdown-it-py / /423,613,929 downloads/month
Pillow is the friendly PIL fork.
python-pillow/github.com/python-pillow/Pillow / /401,378,305 downloads/month
The package installer for Python.
pypa/github.com/pypa/pip / /394,691,080 downloads/month
Fast, extensible progress bar for loops and CLI.
tqdm/github.com/tqdm/tqdm / /394,196,698 downloads/month
A library for building WebSocket servers and clients with a focus on correctness and simplicity.
python-websockets/github.com/python-websockets/websockets / /377,342,225 downloads/month
A modern, fast, web framework for building APIs with standard Python type hints.
fastapi/github.com/fastapi/fastapi / /355,799,636 downloads/month
Settings management using Pydantic models with validation, loading from environment variables and secrets files.
pydantic/github.com/pydantic/pydantic-settings / /339,391,392 downloads/month
The Python SQL Toolkit and Object Relational Mapper.
Also see: awesome-sqlalchemy
sqlalchemy/github.com/sqlalchemy/sqlalchemy / /314,820,899 downloads/month
Modern, extensible build backend from the hatch project.
pypa/github.com/pypa/hatch / /306,727,994 downloads/month
HTTP/2-based RPC framework with Python bindings, built by Google.
grpc/github.com/grpc/grpc / /302,726,217 downloads/month
A Python library for creating PEG parsers.
pyparsing/github.com/pyparsing/pyparsing / /300,581,795 downloads/month
A very fast, easy-to-use and versatile library for handling HTML and XML.
lxml/github.com/lxml/lxml / /296,055,784 downloads/month
Simple, modern and fast file watching and code reload in python.
samuelcolvin/github.com/samuelcolvin/watchfiles / /289,540,328 downloads/month
Fundamental algorithms for scientific computing in Python.
scipy/github.com/scipy/scipy / /286,060,015 downloads/month
Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
www.crummy.com/software/BeautifulSoup/bs4/doc/ /284,549,294 downloads/month
An extremely fast Python linter and code formatter.
astral-sh/github.com/astral-sh/ruff / /284,175,339 downloads/month
A cross-platform process and system utilities module.
giampaolo/github.com/giampaolo/psutil / /273,817,155 downloads/month
Code coverage measurement.
coveragepy/github.com/coveragepy/coveragepy / /273,507,133 downloads/month
A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
openpyxl.readthedocs.io/en/stable/ /267,279,471 downloads/month
Cross-platform colored terminal text.
tartley/github.com/tartley/colorama / /238,583,736 downloads/month
Modern CLI framework that uses Python type hints. Built on Click.
fastapi/github.com/fastapi/typer / /233,085,272 downloads/month
A tool to create isolated Python environments.
pypa/github.com/pypa/virtualenv / /232,224,599 downloads/month
Extensible memoizing collections and decorators.
tkem/github.com/tkem/cachetools / /227,178,155 downloads/month
More routines for operating on iterables, beyond itertools.
more-itertools/github.com/more-itertools/more-itertools / /216,158,468 downloads/month
A generic and thorough implementation of the OAuth request-signing logic.
oauthlib/github.com/oauthlib/oauthlib / /212,867,772 downloads/month
HTTP/1.1 and HTTP/2 client with sync and async APIs, maintained by Pydantic (httpx fork).
pydantic/github.com/pydantic/httpx2 / /206,817,019 downloads/month
Fast and pure-Python implementation of sorted collections.
grantjenks/github.com/grantjenks/python-sortedcontainers / /201,237,260 downloads/month
Ultra fast asyncio event loop.
MagicStack/github.com/MagicStack/uvloop / /199,386,136 downloads/month
The Python client for Redis.
redis/github.com/redis/redis-py / /191,089,257 downloads/month
A high-productivity software for complex networks.
networkx/github.com/networkx/networkx / /189,018,128 downloads/month
MessagePack serializer implementation for Python.
msgpack/github.com/msgpack/msgpack-python / /182,842,506 downloads/month
The most popular Python library for Machine Learning with extensive documentation and community support.
scikit-learn/github.com/scikit-learn/scikit-learn / /180,007,891 downloads/month
A library for building powerful interactive command lines.
prompt-toolkit/github.com/prompt-toolkit/python-prompt-toolkit / /175,599,738 downloads/month
Fast, correct JSON library.
ijl/github.com/ijl/orjson / /170,863,574 downloads/month
Hyperfast and lightweight templating for the Python platform.
sqlalchemy/github.com/sqlalchemy/mako / /170,558,822 downloads/month
A framework for building agents and LLM-powered applications.
langchain-ai/github.com/langchain-ai/langchain / /163,981,273 downloads/month
Python character encoding detector.
chardet/github.com/chardet/chardet / /159,564,133 downloads/month
Python binding to libsodium, a fork of the Networking and Cryptography (NaCl) library.
pyca/github.com/pyca/pynacl / /158,444,456 downloads/month
Parallel computing and disk-based caching for Python functions.
joblib/github.com/joblib/joblib / /157,905,302 downloads/month
A comprehensive library for creating static, animated, and interactive visualizations.
matplotlib/github.com/matplotlib/matplotlib / /154,394,321 downloads/month
A static type checker for Python.
python/github.com/python/mypy / /150,575,404 downloads/month
Safely pass trusted data to untrusted environments and back.
pallets/github.com/pallets/itsdangerous / /150,025,410 downloads/month
A framework for managing and maintaining multi-language pre-commit hooks.
pre-commit/github.com/pre-commit/pre-commit / /146,614,513 downloads/month
A microframework for Python.
Also see: awesome-flask
pallets/github.com/pallets/flask / /129,238,565 downloads/month
A Python library for symbolic mathematics.
sympy/github.com/sympy/sympy / /123,752,189 downloads/month
The most popular PostgreSQL adapter for Python.
psycopg/github.com/psycopg/psycopg / /122,780,650 downloads/month
An extremely fast Python version, package and project manager, written in Rust.
astral-sh/github.com/astral-sh/uv / /121,638,279 downloads/month
Sentry SDK for Python.
getsentry/github.com/getsentry/sentry-python / /121,047,880 downloads/month
A fast Python in-process signal/event dispatching system.
pallets-eco/github.com/pallets-eco/blinker / /120,641,017 downloads/month
A library capable of splitting, merging, cropping, and transforming PDF pages.
py-pdf/github.com/py-pdf/pypdf / /118,399,847 downloads/month
Rapid fuzzy string matching using various string metrics, with a C++ core.
rapidfuzz/github.com/rapidfuzz/RapidFuzz / /114,203,729 downloads/month
The uncompromising Python code formatter.
psf/github.com/psf/black / /109,557,451 downloads/month
A non-validating SQL parser.
andialbrecht/github.com/andialbrecht/sqlparse / /104,667,328 downloads/month
A comprehensive library for building OAuth, OpenID Connect, and JWT/JWS/JWE/JWK/JWA.
authlib/github.com/authlib/authlib / /102,864,442 downloads/month
The leading native Python SSHv2 protocol library.
paramiko/github.com/paramiko/paramiko / /101,389,322 downloads/month
A fast PostgreSQL Database Client Library for Python/asyncio.
MagicStack/github.com/MagicStack/asyncpg / /100,569,699 downloads/month
An internationalization library for Python.
python-babel/github.com/python-babel/babel / /99,071,711 downloads/month
A web framework and asynchronous networking library.
tornadoweb/github.com/tornadoweb/tornado / /95,582,481 downloads/month
A powerful interactive Python shell, and the kernel behind Jupyter notebooks.
ipython/github.com/ipython/ipython / /94,736,060 downloads/month
Pre-forked, ported from Ruby's Unicorn project.
benoitc/github.com/benoitc/gunicorn / /94,045,981 downloads/month
Structured logging made easy.
hynek/github.com/hynek/structlog / /92,131,321 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 / /91,231,049 downloads/month
Working with XML feel like you are working with JSON.
martinblech/github.com/martinblech/xmltodict / /90,048,685 downloads/month
Python version of the Playwright testing and automation library.
microsoft/github.com/microsoft/playwright-python / /89,900,317 downloads/month
Creates, reads, and updates Microsoft Word (.docx) files.
python-openxml/github.com/python-openxml/python-docx / /89,123,081 downloads/month
A Python implementation of John Gruber’s Markdown.
Python-Markdown/github.com/Python-Markdown/markdown / /88,432,017 downloads/month
Call 100+ LLMs using OpenAI format.
BerriAI/github.com/BerriAI/litellm / /87,218,717 downloads/month
A Python utility / library to sort imports.
PyCQA/github.com/PyCQA/isort / /86,743,409 downloads/month
Universal Command Line Interface for Amazon Web Services.
aws/github.com/aws/aws-cli / /84,377,254 downloads/month
A Python module for creating Excel .xlsx files.
jmcnamara/github.com/jmcnamara/XlsxWriter / /84,021,590 downloads/month
API and shell utilities to monitor file system events.
gorakhargosh/github.com/gorakhargosh/watchdog / /82,877,639 downloads/month
A lightweight library for converting complex objects to and from simple Python datatypes.
marshmallow-code/github.com/marshmallow-code/marshmallow / /82,480,831 downloads/month
Pandas integration with AWS services like Athena, Glue, Redshift, S3, and DynamoDB.
aws/github.com/aws/aws-sdk-pandas / /82,053,448 downloads/month
Optimizing Static Compiler for Python.
cython/github.com/cython/cython / /76,754,156 downloads/month
A pure-Python MySQL and MariaDB client library, based on PEP 249.
PyMySQL/github.com/PyMySQL/PyMySQL / /72,148,741 downloads/month
A fast, Rust-backed drop-in replacement for Python's built-in uuid module, supporting RFC 9562 (UUIDv6, UUIDv7, and UUIDv8).
aminalaee/github.com/aminalaee/uuid-utils / /68,125,653 downloads/month
Allowing Rapid creation of rich PDF documents.
www.reportlab.com/opensource/ /65,770,287 downloads/month
Library which aims to bring enjoyable logging in Python.
Delgan/github.com/Delgan/loguru / /63,463,641 downloads/month
A Python package that generates fake data.
joke2k/github.com/joke2k/faker / /62,960,515 downloads/month
The official Python client for MongoDB.
mongodb/github.com/mongodb/mongo-python-driver / /62,752,215 downloads/month
A Python slugify library that translates unicode to ASCII.
un33k/github.com/un33k/python-slugify / /61,271,059 downloads/month
Tensors and Dynamic neural networks in Python with strong GPU acceleration.
pytorch/github.com/pytorch/pytorch / /59,304,222 downloads/month
A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
pyinvoke/github.com/pyinvoke/invoke / /58,101,668 downloads/month
A fast yet powerful Python Markdown parser with renderers and plugins.
lepture/github.com/lepture/mistune / /57,920,434 downloads/month
Manipulation and analysis of geometric objects in the Cartesian plane.
shapely/github.com/shapely/shapely / /56,500,593 downloads/month
A framework for building interactive user interfaces that run in the terminal and the browser.
Textualize/github.com/Textualize/textual / /52,832,823 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 / /52,424,827 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 / /51,980,909 downloads/month
Python datetimes made easy.
python-pendulum/github.com/python-pendulum/pendulum / /51,032,116 downloads/month
A community-maintained fork of PDFMiner for extracting information from PDF documents.
pdfminer/github.com/pdfminer/pdfminer.six / /50,947,449 downloads/month
Python library for creating and updating PowerPoint (.pptx) files.
scanny/github.com/scanny/python-pptx / /50,448,710 downloads/month
A utility library for mocking out the requests Python library.
getsentry/github.com/getsentry/responses / /50,372,481 downloads/month
A fast DataFrame library implemented in Rust with a Python API.
pola-rs/github.com/pola-rs/polars / /49,893,720 downloads/month
A NumPy-aware JIT compiler for Python, using LLVM.
numba/github.com/numba/numba / /49,818,669 downloads/month
Hypothesis is an advanced Quickcheck style property based testing library.
HypothesisWorks/github.com/HypothesisWorks/hypothesis / /49,615,150 downloads/month
Interactive graphing library for Python.
plotly/github.com/plotly/plotly.py / /48,001,038 downloads/month
Apache Spark Python API.
apache/github.com/apache/spark / /46,228,461 downloads/month
Travel through time by mocking the datetime module.
spulec/github.com/spulec/freezegun / /44,282,509 downloads/month
Low-level orchestration framework for building stateful, long-running LLM agents.
langchain-ai/github.com/langchain-ai/langgraph / /42,761,526 downloads/month
An asynchronous task queue/job queue based on distributed message passing.
celery/github.com/celery/celery / /41,599,815 downloads/month
A leading platform for building Python programs to work with human language data.
nltk/github.com/nltk/nltk / /41,312,893 downloads/month
A high-level web framework that encourages rapid development and clean, pragmatic design.
Also see: awesome-django
django/github.com/django/django / /40,257,915 downloads/month
Confluent's Python client for Apache Kafka, built on librdkafka.
confluentinc/github.com/confluentinc/confluent-kafka-python / /39,909,801 downloads/month
Python dependency management and packaging made easy.
python-poetry/github.com/python-poetry/poetry / /39,510,642 downloads/month
An extremely fast Python type checker and language server.
astral-sh/github.com/astral-sh/ty / /38,690,130 downloads/month
A wrapper around pycodestyle, pyflakes and McCabe.
PyCQA/github.com/PyCQA/flake8 / /38,620,162 downloads/month
Full-featured static type checker for Python from Microsoft, the engine behind Pylance.
microsoft/github.com/microsoft/pyright / /38,495,189 downloads/month
The official low-level Python client for OpenSearch.
opensearch-project/github.com/opensearch-project/opensearch-py / /37,515,951 downloads/month
A small, expressive ORM.
coleifer/github.com/coleifer/peewee / /37,495,832 downloads/month
A fully customizable source code analyzer.
pylint-dev/github.com/pylint-dev/pylint / /36,943,507 downloads/month
A Python parser for human-readable dates in over 200 language locales.
scrapinghub/github.com/scrapinghub/dateparser / /36,746,690 downloads/month
Declarative statistical visualization library for Python.
vega/github.com/vega/altair / /36,713,801 downloads/month
A friendly library for async concurrency and I/O.
python-trio/github.com/python-trio/trio / /34,064,600 downloads/month
The official low-level Python client for Elasticsearch.
elastic/github.com/elastic/elasticsearch-py / /33,500,991 downloads/month
A light but powerful in-process task scheduler that lets you schedule functions.
agronholm/github.com/agronholm/apscheduler / /33,123,973 downloads/month
Parsing, formatting, storing and validating international phone numbers.
daviddrysdale/github.com/daviddrysdale/python-phonenumbers / /33,099,362 downloads/month
Statistical modeling and econometrics in Python.
statsmodels/github.com/statsmodels/statsmodels / /30,849,757 downloads/month
A visual rendering engine for HTML and CSS that can export to PDF.
Kozea/github.com/Kozea/WeasyPrint / /30,707,978 downloads/month
Open Source Computer Vision Library.
opencv/github.com/opencv/opencv-python / /29,343,593 downloads/month
A scalable, portable, and distributed gradient boosting library.
dmlc/github.com/dmlc/xgboost / /29,010,305 downloads/month
A pure Python QR Code generator.
lincolnloop/github.com/lincolnloop/python-qrcode / /28,958,766 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 / /28,452,799 downloads/month
A fast serialization and validation library with built-in support for JSON, MessagePack, YAML, and TOML.
msgspec/github.com/msgspec/msgspec / /28,054,181 downloads/month
Python bindings for Selenium WebDriver.
SeleniumHQ/github.com/SeleniumHQ/selenium / /27,044,012 downloads/month
An ODBC bridge for connecting to SQL Server and any other ODBC-accessible database.
mkleehammer/github.com/mkleehammer/pyodbc / /26,434,785 downloads/month
Statistical data visualization using Matplotlib.
mwaskom/github.com/mwaskom/seaborn / /26,263,455 downloads/month
The official ClickHouse client, with SQLAlchemy and Superset connectors.
ClickHouse/github.com/ClickHouse/clickhouse-connect / /25,786,495 downloads/month
A Python interface to the libmagic file type identification library.
ahupp/github.com/ahupp/python-magic / /25,614,248 downloads/month
ASCII transliterations of Unicode text.
avian2/github.com/avian2/unidecode / /24,874,535 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 / /24,504,355 downloads/month
A coroutine-based Python networking library that uses greenlet.
gevent/github.com/gevent/gevent / /24,495,141 downloads/month
A flexible parallel computing library for analytic computing.
dask/github.com/dask/dask / /24,403,603 downloads/month
SQLite and file backed cache backend, compatible with Django.
grantjenks/github.com/grantjenks/python-diskcache / /24,284,109 downloads/month
A Python library for (scientific) image processing.
scikit-image/github.com/scikit-image/scikit-image / /23,889,298 downloads/month
A tool designed to find common security issues in Python code.
PyCQA/github.com/PyCQA/bandit / /23,743,831 downloads/month
SQLModel is based on Python type annotations, and powered by Pydantic and SQLAlchemy.
fastapi/github.com/fastapi/sqlmodel / /23,428,562 downloads/month
A powerful and flexible toolkit to build web APIs.
encode/github.com/encode/django-rest-framework / /23,178,503 downloads/month
Efficient, Pythonic bidirectional map data structures and related functionality.
jab/github.com/jab/bidict / /22,362,147 downloads/month
Mock HTTPX with awesome request patterns and response side effects.
lundberg/github.com/lundberg/respx / /22,107,785 downloads/month
Record and replay HTTP interactions on your tests.
kevin1024/github.com/kevin1024/vcrpy / /22,021,630 downloads/month
A set of pure-Python utilities.
mahmoud/github.com/mahmoud/boltons / /21,511,753 downloads/month
A library for industrial-strength natural language processing in Python and Cython.
explosion/github.com/explosion/spaCy / /20,778,393 downloads/month
A test fixtures replacement for Python.
FactoryBoy/github.com/FactoryBoy/factory_boy / /19,800,293 downloads/month
A sampling profiler for Python programs. Written in Rust.
benfred/github.com/benfred/py-spy / /19,656,599 downloads/month
A framework which lets you build dashboards, generate reports, or create chat apps in minutes.
streamlit/github.com/streamlit/streamlit / /19,037,618 downloads/month
A linter that enforces architectural constraints on imports between Python modules.
seddonym/github.com/seddonym/import-linter / /18,644,404 downloads/month
Easy Pythonic way to download market and financial data from Yahoo Finance.
ranaroussi/github.com/ranaroussi/yfinance / /18,193,329 downloads/month
A fast, distributed, high performance gradient boosting framework.
lightgbm-org/github.com/lightgbm-org/LightGBM / /18,000,869 downloads/month
The official Python driver for Oracle Database, successor to cx_Oracle.
oracle/github.com/oracle/python-oracledb / /17,586,716 downloads/month
Python Documentation generator.
Also see: awesome-sphinxdoc
sphinx-doc/github.com/sphinx-doc/sphinx/ / /17,535,810 downloads/month
Manipulate audio with a simple and easy high level interface.
jiaaro/github.com/jiaaro/pydub / /17,318,327 downloads/month
A library for creating command line interfaces from absolutely any Python object.
google/github.com/google/python-fire / /16,996,879 downloads/month
Universal feed parser.
kurtmckee/github.com/kurtmckee/feedparser / /16,654,720 downloads/month
A generator library for concise, unambiguous and URL-safe UUIDs.
skorokithakis/github.com/skorokithakis/shortuuid / /16,295,767 downloads/month
A wrapper for the Tesseract OCR engine.
madmaze/github.com/madmaze/pytesseract / /16,026,167 downloads/month
MySQL and MariaDB connector (MySQLdb1 fork).
PyMySQL/github.com/PyMySQL/mysqlclient / /15,694,510 downloads/month
Python tool for converting files and office documents to Markdown.
microsoft/github.com/microsoft/markitdown / /15,230,791 downloads/month
uv's fast, minimal build backend for pure-Python projects.
astral-sh/github.com/astral-sh/uv / /14,481,651 downloads/month
A tool for finding and analyzing dead Python code.
jendrikseipp/github.com/jendrikseipp/vulture / /14,332,073 downloads/month
Auto builds and tests distributions in multiple Python versions.
tox-dev/github.com/tox-dev/tox / /13,706,188 downloads/month
IPython-enabled pdb.
gotcha/github.com/gotcha/ipdb / /13,568,668 downloads/month
Makes Unicode text less broken and more consistent automagically.
rspeer/github.com/rspeer/python-ftfy / /13,520,928 downloads/month
Python Extensions for Windows.
mhammond/github.com/mhammond/pywin32 / /13,178,818 downloads/month
A little task queue with multi-process, multi-thread, or greenlet workers.
coleifer/github.com/coleifer/huey / /13,173,068 downloads/month
Convert HTML to Markdown-formatted text.
Alir3z4/github.com/Alir3z4/html2text / /12,991,048 downloads/month
An event-driven networking engine.
twisted/github.com/twisted/twisted / /12,989,174 downloads/month
Python tools for geographic data (GeoSeries/GeoDataFrame) built on pandas.
geopandas/github.com/geopandas/geopandas / /12,941,994 downloads/month
Hydra is a framework for elegantly configuring complex applications.
hydra-ecosystem/github.com/facebookresearch/hydra / /12,840,159 downloads/month
A unified framework for scaling AI and Python applications.
ray-project/github.com/ray-project/ray/ / /12,711,343 downloads/month
The observability platform for Python, from the makers of Pydantic.
pydantic/github.com/pydantic/logfire / /12,536,174 downloads/month
A web-based notebook environment for interactive computing.
Also see: awesome-jupyter
jupyter/github.com/jupyter/notebook / /12,172,181 downloads/month
A tool for gathering text and metadata from the web, with built-in content filtering.
adbar/github.com/adbar/trafilatura / /11,975,491 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 / /11,950,675 downloads/month
OpenAI's framework for building and managing AI agents.
openai/github.com/openai/openai-agents-python / /11,899,900 downloads/month
A documentation framework and Material Design theme built on MkDocs.
squidfunk/github.com/squidfunk/mkdocs-material / /11,569,823 downloads/month
A collection of custom storage back ends for Django.
jschneier/github.com/jschneier/django-storages / /11,553,786 downloads/month
A high-level deep learning library with support for JAX, TensorFlow, and PyTorch backends.
keras-team/github.com/keras-team/keras / /11,473,440 downloads/month
The most popular Deep Learning framework created by Google.
tensorflow/github.com/tensorflow/tensorflow / /11,367,533 downloads/month
A mock data generation library based on type hints (continuation of pydantic-factories).
litestar-org/github.com/litestar-org/polyfactory / /10,893,400 downloads/month
A memory profiler that tracks allocations in Python code, native extensions, and the interpreter itself.
bloomberg/github.com/bloomberg/memray / /10,628,941 downloads/month
Converts Python programs into stand-alone executables (cross-platform).
pyinstaller/github.com/pyinstaller/pyinstaller / /10,503,892 downloads/month
Pure-Python RabbitMQ/AMQP 0-9-1 client library.
pika/github.com/pika/pika / /10,460,622 downloads/month
Python driver with native interface for ClickHouse.
mymarilyn/github.com/mymarilyn/clickhouse-driver / /10,378,306 downloads/month
Parsing and analyzing ELF files and DWARF debugging information.
eliben/github.com/eliben/pyelftools / /10,249,902 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 / /10,093,207 downloads/month
Deep learning framework to train, deploy, and ship AI products Lightning fast.
Lightning-AI/github.com/Lightning-AI/pytorch-lightning / /10,065,125 downloads/month
Python Geocoding Toolbox.
geopy/github.com/geopy/geopy / /10,027,991 downloads/month
A statistical wall-clock profiler with low overhead and readable call-tree output.
joerick/github.com/joerick/pyinstrument / /9,787,134 downloads/month
Scalable user load testing tool written in Python.
locustio/github.com/locustio/locust / /9,392,768 downloads/month
Simple job queues for Python.
rq/github.com/rq/rq / /9,006,419 downloads/month
A library for extracting structured data from LLMs, powered by Pydantic.
567-labs/github.com/567-labs/instructor / /8,210,571 downloads/month
Python library for audio and music analysis.
librosa/github.com/librosa/librosa / /8,165,875 downloads/month
Display various debug information for Django.
django-commons/github.com/django-commons/django-debug-toolbar / /8,112,704 downloads/month
A data validation library for dataframes, with support for pandas, polars, PySpark, and more.
unionai-oss/github.com/unionai-oss/pandera / /8,052,709 downloads/month
A library for parameter-efficient fine-tuning of large pretrained models.
huggingface/github.com/huggingface/peft / /8,043,560 downloads/month
A library for high-performance numerical computing with automatic differentiation and JIT compilation.
jax-ml/github.com/jax-ml/jax / /8,041,109 downloads/month
A real-time monitor and web admin for Celery task queues.
mher/github.com/mher/flower / /7,875,155 downloads/month
An orchestration platform for the development, production, and observation of data assets.
dagster-io/github.com/dagster-io/dagster / /7,788,282 downloads/month
WebSocket & WAMP for Python on Twisted and asyncio.
crossbario/github.com/crossbario/autobahn-python / /7,769,352 downloads/month
A developer-friendly embedded retrieval database for multimodal AI.
lancedb/github.com/lancedb/lancedb / /7,699,835 downloads/month
A fast type checker and language server for Python.
facebook/github.com/facebook/pyrefly / /7,544,529 downloads/month
A radically simple IT automation platform.
ansible/github.com/ansible/ansible / /7,528,506 downloads/month
The Eclipse Paho MQTT client for Python.
eclipse-paho/github.com/eclipse-paho/paho.mqtt.python / /7,485,060 downloads/month
Make websites accessible for AI agents with easy browser automation.
browser-use/github.com/browser-use/browser-use / /7,336,671 downloads/month
Airflow is a platform to programmatically author, schedule and monitor workflows.
apache/github.com/apache/airflow / /7,233,948 downloads/month
A simple, Pythonic tool for remote execution and deployment.
fabric/github.com/fabric/fabric / /7,213,424 downloads/month
A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
urwid/github.com/urwid/urwid / /7,095,327 downloads/month
Supervisor process control system for UNIX.
Supervisor/github.com/Supervisor/supervisor / /6,969,960 downloads/month
A fast and simple micro-framework distributed as a single file with no dependencies.
bottlepy/github.com/bottlepy/bottle / /6,938,920 downloads/month
Modern, extensible Python project manager for environments, builds, and publishing.
pypa/github.com/pypa/hatch / /6,866,557 downloads/month
A command-line utility that creates projects from cookiecutters (project templates).
cookiecutter/github.com/cookiecutter/cookiecutter / /6,855,317 downloads/month
A full-fledged subprocess replacement for Python.
amoffat/github.com/amoffat/sh / /6,852,911 downloads/month
A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
PrefectHQ/github.com/PrefectHQ/prefect / /6,628,640 downloads/month
A Python module to handle audio metadata.
quodlibet/github.com/quodlibet/mutagen / /6,545,358 downloads/month
An open-source embedding database for building AI applications with embeddings and semantic search.
chroma-core/github.com/chroma-core/chroma / /6,390,270 downloads/month
A fancy and practical functional tools.
Suor/github.com/Suor/funcy / /6,212,576 downloads/month
Multi-threaded, powers Pyramid.
Pylons/github.com/Pylons/waitress / /6,192,785 downloads/month
An ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn.
pgjones/github.com/pgjones/hypercorn / /6,019,166 downloads/month
A GraphQL library that leverages Python type annotations for schema definition.
strawberry-graphql/github.com/strawberry-graphql/strawberry / /5,730,210 downloads/month
Python job scheduling for humans.
dbader/github.com/dbader/schedule / /5,690,829 downloads/month
A modern datetime library, type-safe and DST-safe, in Rust or pure Python.
ariebovenberg/github.com/ariebovenberg/whenever / /5,660,765 downloads/month
An implementation of figlet written in Python.
pwaller/github.com/pwaller/pyfiglet / /5,578,548 downloads/month
A Python agent framework for building generative AI applications with structured schemas.
pydantic/github.com/pydantic/pydantic-ai / /5,217,034 downloads/month
Build and share machine learning apps, all in Python.
gradio-app/github.com/gradio-app/gradio / /5,176,441 downloads/month
Operate and manipulate physical quantities with units and dimensional analysis.
hgrecco/github.com/hgrecco/pint / /5,168,932 downloads/month
An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
mitmproxy/github.com/mitmproxy/mitmproxy / /5,147,734 downloads/month
Interactive Web Plotting for Python.
bokeh/github.com/bokeh/bokeh / /5,096,998 downloads/month
A framework for programming, not prompting, language models.
stanfordnlp/github.com/stanfordnlp/dspy / /5,073,558 downloads/month
A general-purpose automatic speech recognition model trained on 680k hours of multilingual and multitask supervised data.
openai/github.com/openai/whisper / /5,071,395 downloads/month
A fast, scalable, high performance gradient boosting on decision trees library.
catboost/github.com/catboost/catboost / /5,035,307 downloads/month
A library that provides pre-trained diffusion models for generating and editing images, audio, and video.
huggingface/github.com/huggingface/diffusers / /4,951,626 downloads/month
The most popular Chinese text segmentation library.
fxsjy/github.com/fxsjy/jieba / /4,822,852 downloads/month
Brings WebSocket, long-poll HTTP, and other async support to Django.
django/github.com/django/channels / /4,789,202 downloads/month
Authentication app for Django that "just works."
pennersr/github.com/pennersr/django-allauth / /4,758,817 downloads/month
A module for Tabular Datasets in XLS, CSV, JSON, YAML.
jazzband/github.com/jazzband/tablib / /4,753,767 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 / /4,711,377 downloads/month
Dynaconf is a configuration manager with plugins for Django and Flask.
dynaconf/github.com/dynaconf/dynaconf / /4,631,201 downloads/month
An OAuth 2.0 authorization server for Django.
django-oauth/github.com/django-oauth/django-oauth-toolkit / /4,484,835 downloads/month
Cheminformatics and Machine Learning Software.
rdkit/github.com/rdkit/rdkit / /4,382,745 downloads/month
Python dictionaries with advanced dot notation access.
cdgriffith/github.com/cdgriffith/Box / /4,358,965 downloads/month
A fast high-level screen scraping and web crawling framework.
scrapy/github.com/scrapy/scrapy / /4,262,810 downloads/month
A module for script-based movie editing with many formats, including animated GIFs.
Zulko/github.com/Zulko/moviepy / /4,239,311 downloads/month
A library for reading audio file metadata of MP3, MP4, WAV, OGG, FLAC, WMA, and AIFF files.
tinytag/github.com/tinytag/tinytag / /4,129,706 downloads/month
Easy, generic parser combinator library for creating parsers.
python-parsy/github.com/python-parsy/parsy / /4,126,459 downloads/month
A spec-first framework that automatically handles requests based on your OpenAPI specification.
spec-first/github.com/spec-first/connexion / /4,068,321 downloads/month
Ultralytics YOLO for object detection, segmentation, pose estimation, classification, and tracking.
ultralytics/github.com/ultralytics/ultralytics / /4,046,744 downloads/month
Create barcodes in Python with no extra dependencies.
WhyNotHugo/github.com/WhyNotHugo/python-barcode / /4,020,291 downloads/month
Biopython is a set of freely available tools for biological computation.
biopython/github.com/biopython/biopython / /3,896,040 downloads/month
A generic test automation framework.
robotframework/github.com/robotframework/robotframework / /3,888,085 downloads/month
Flexible test automation for Python.
wntrblm/github.com/wntrblm/nox / /3,669,176 downloads/month
The Python Driver for Apache Cassandra.
apache/github.com/apache/cassandra-python-driver / /3,625,046 downloads/month
Install and Run Python Applications in Isolated Environments. Like npx in Node.js.
pypa/github.com/pypa/pipx / /3,574,913 downloads/month
A standard API for reinforcement learning environments with popular reference environments (gym successor).
Farama-Foundation/github.com/Farama-Foundation/Gymnasium / /3,470,690 downloads/month
A portable Python dataframe library with a single API for 20+ backends.
ibis-project/github.com/ibis-project/ibis / /3,393,240 downloads/month
Fast, Django REST framework based on type hints and Pydantic.
vitalik/github.com/vitalik/django-ninja / /3,369,412 downloads/month
A tiny, document-oriented database.
msiemens/github.com/msiemens/tinydb / /3,258,596 downloads/month
Python bindings and utilities for GeoJSON.
jazzband/github.com/jazzband/geojson / /3,217,372 downloads/month
A brilliant packet manipulation library.
secdev/github.com/secdev/scapy / /3,130,411 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 / /3,024,163 downloads/month
A data framework for your LLM application.
run-llama/github.com/run-llama/llama_index / /3,009,995 downloads/month
A tool for automatic property-based testing of web APIs from OpenAPI or GraphQL schemas.
schemathesis/github.com/schemathesis/schemathesis / /2,865,709 downloads/month
A Pythonic interface for Amazon DynamoDB.
pynamodb/github.com/pynamodb/PynamoDB / /2,840,055 downloads/month
A high-performance serving framework for large language models and multimodal models.
sgl-project/github.com/sgl-project/sglang / /2,811,874 downloads/month
Topic Modeling for Humans.
piskvorky/github.com/piskvorky/gensim / /2,797,474 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 / /2,770,189 downloads/month
Library for converting documents into structured data.
docling-project/github.com/docling-project/docling / /2,742,226 downloads/month
Official Microsoft driver for SQL Server and Azure SQL, built on ODBC for high performance.
microsoft/github.com/microsoft/mssql-python / /2,690,261 downloads/month
A cross-platform windowing and multimedia library for Python.
pyglet/github.com/pyglet/pyglet / /2,680,532 downloads/month
A community Python library for Astronomy.
astropy/github.com/astropy/astropy / /2,644,620 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 / /2,638,570 downloads/month
A new kind of Progress Bar, with real-time throughput, eta and very cool animations.
rsalmei/github.com/rsalmei/alive-progress / /2,509,413 downloads/month
Transform data and train models, feels like a next-gen notebook, stored as Git-friendly Python.
marimo-team/github.com/marimo-team/marimo / /2,506,919 downloads/month
Compresses linked and inline JavaScript or CSS into a single cached file.
django-compressor/github.com/django-compressor/django-compressor / /2,475,153 downloads/month
A framework for orchestrating role-playing autonomous AI agents for collaborative task solving.
crewAIInc/github.com/crewAIInc/crewAI / /2,391,065 downloads/month
A lightweight, object-oriented finite state machine implementation.
pytransitions/github.com/pytransitions/transitions / /2,373,565 downloads/month
A tool to remove image backgrounds.
danielgatis/github.com/danielgatis/rembg / /2,319,892 downloads/month
Simple and extensible administrative interface framework for Flask.
pallets-eco/github.com/pallets-eco/flask-admin / /2,226,885 downloads/month
Pygame is a set of Python modules designed for writing games.
pygame/github.com/pygame/pygame / /2,226,058 downloads/month
Socket.IO integration for Flask applications.
miguelgrinberg/github.com/miguelgrinberg/Flask-SocketIO / /2,171,661 downloads/month
Open Source Differentiable Computer Vision Library for PyTorch.
kornia/github.com/kornia/kornia/ / /2,129,388 downloads/month
A high-throughput and memory-efficient inference and serving engine for LLMs.
vllm-project/github.com/vllm-project/vllm / /2,034,030 downloads/month
Distributed task queue with native asyncio support and pluggable brokers.
taskiq-python/github.com/taskiq-python/taskiq / /1,991,818 downloads/month
An intelligent memory layer for AI agents enabling personalized interactions.
mem0ai/github.com/mem0ai/mem0 / /1,971,839 downloads/month
A Python library for generating fake but realistic data in multiple languages and locales.
lk-geimfari/github.com/lk-geimfari/mimesis / /1,958,414 downloads/month
A small, fast, down-to-earth, open source Python web framework.
Pylons/github.com/Pylons/pyramid / /1,934,070 downloads/month
A slick ORM cache with automatic granular event-driven invalidation.
Suor/github.com/Suor/django-cacheops / /1,911,535 downloads/month
Ready-to-use OCR with 80+ languages supported.
JaidedAI/github.com/JaidedAI/EasyOCR / /1,908,391 downloads/month
Strawberry GraphQL integration with Django.
Python Integration with the .NET Common Language Runtime (CLR).
pythonnet/github.com/pythonnet/pythonnet / /1,833,208 downloads/month
dogpile.cache is a next generation replacement for Beaker made by the same authors.
sqlalchemy/github.com/sqlalchemy/dogpile.cache / /1,807,111 downloads/month
HTTP security headers for Python web applications with ASGI and WSGI middleware.
TypeError/github.com/TypeError/secure / /1,774,035 downloads/month
Auto-generates API documentation for Python projects.
mitmproxy/github.com/mitmproxy/pdoc / /1,689,893 downloads/month
Production-ready, capable and extensible ASGI Web framework.
litestar-org/github.com/litestar-org/litestar / /1,673,535 downloads/month
A Python Object-Document-Mapper for working with MongoDB.
MongoEngine/github.com/MongoEngine/mongoengine / /1,577,573 downloads/month
A library to control and monitor input devices.
moses-palmer/github.com/moses-palmer/pynput / /1,567,935 downloads/month
A fast and reliable background task processing library for Python 3.
Bogdanp/github.com/Bogdanp/dramatiq / /1,566,377 downloads/month
Convert Chinese hanzi (漢字) to pinyin (拼音).
mozillazg/github.com/mozillazg/python-pinyin / /1,522,198 downloads/month
A cross platform Bluetooth Low Energy Client for Python using asyncio.
hbldh/github.com/hbldh/bleak / /1,488,790 downloads/month
An asynchronous Python object-document mapper (ODM) for MongoDB.
BeanieODM/github.com/BeanieODM/beanie / /1,380,502 downloads/month
Expressive statecharts and finite state machines with a declarative API, in sync and async codebases.
fgmacedo/github.com/fgmacedo/python-statemachine / /1,378,871 downloads/month
A full-screen, console-based Python debugger.
inducer/github.com/inducer/pudb / /1,368,537 downloads/month
Python bindings for the Qt cross-platform application and UI framework.
A modern static site generator for technical documentation.
zensical/github.com/zensical/zensical / /1,334,854 downloads/month
A library and command-line utility for rendering project templates.
copier-org/github.com/copier-org/copier / /1,328,798 downloads/month
A lightweight cross-platform native wrapper around a webview component.
r0x0r/github.com/r0x0r/pywebview/ / /1,299,238 downloads/month
Rope is a python refactoring library.
python-rope/github.com/python-rope/rope / /1,298,797 downloads/month
Python framework for web automation & testing, with stealth options.
seleniumbase/github.com/seleniumbase/SeleniumBase / /1,288,688 downloads/month
Probabilistic programming and Bayesian modeling in Python.
pymc-devs/github.com/pymc-devs/pymc / /1,283,106 downloads/month
Inspect variables, expressions, and program execution with a single, simple function call.
gruns/github.com/gruns/icecream / /1,279,295 downloads/month
Advanced Python REPL built on top of the python-prompt-toolkit.
prompt-toolkit/github.com/prompt-toolkit/ptpython / /1,274,623 downloads/month
A modern Django admin theme for building dashboards, internal tools, and business applications.
unfoldadmin/github.com/unfoldadmin/django-unfold / /1,227,565 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 / /1,216,544 downloads/month
A framework for building asynchronous services over Apache Kafka, RabbitMQ, NATS, MQTT and Redis.
ag2ai/github.com/ag2ai/faststream / /1,186,164 downloads/month
A fast and token-efficient browser automation SDK to extract data and perform self-healing actions on web pages.
browserbase/github.com/browserbase/stagehand / /1,152,149 downloads/month
Python library and CLI tool for converting text to speech using Google Translate TTS.
pndurette/github.com/pndurette/gTTS / /1,104,270 downloads/month
Python bindings for MagickWand, C API for ImageMagick.
emcconville/github.com/emcconville/wand / /1,093,661 downloads/month
A financial data interface library, with data provided for academic research only.
akfamily/github.com/akfamily/akshare / /1,079,396 downloads/month
Diagram as Code.
mingrammer/github.com/mingrammer/diagrams / /983,217 downloads/month
Cognitive complexity analysis for Python code, written in Rust.
rohaquinlop/github.com/rohaquinlop/complexipy / /976,537 downloads/month
A library for faster LLM fine-tuning and training with reduced memory usage.
unslothai/github.com/unslothai/unsloth / /932,170 downloads/month
A binding for libvips, a fast image processing library with low memory needs.
libvips/github.com/libvips/pyvips / /931,608 downloads/month
A set of type-safe monads, transformers, and composition utilities.
dry-python/github.com/dry-python/returns / /917,739 downloads/month
Approximate Nearest Neighbors in C++/Python optimized for memory usage.
spotify/github.com/spotify/annoy / /886,922 downloads/month
Python interface to Graphviz.
pygraphviz/github.com/pygraphviz/pygraphviz/ / /877,619 downloads/month
An easy-to-use, Python-based UI framework, which shows up in your web browser.
zauberzeug/github.com/zauberzeug/nicegui / /867,165 downloads/month
Implementation of per-object permissions for Django.
django-guardian/github.com/django-guardian/django-guardian / /854,844 downloads/month
Python CLI utility and library for manipulating SQLite databases.
simonw/github.com/simonw/sqlite-utils / /853,169 downloads/month
A cartographic python library with matplotlib support.
SciTools/github.com/SciTools/cartopy / /840,814 downloads/month
A port of the django-debug-toolbar to flask.
pallets-eco/github.com/pallets-eco/flask-debugtoolbar / /834,659 downloads/month
Library for downloading structured data from SEC EDGAR filings and XBRL financial statements.
dgunning/github.com/dgunning/edgartools / /815,294 downloads/month
An IBM-backed quantum SDK for building, simulating, and running circuits on real quantum hardware.
Qiskit/github.com/Qiskit/qiskit / /786,594 downloads/month
PyTorch implementations of Stable Baselines (deep) reinforcement learning algorithms.
DLR-RM/github.com/DLR-RM/stable-baselines3 / /746,557 downloads/month
The Stanford NLP Group's official Python library, supporting 60+ languages.
stanfordnlp/github.com/stanfordnlp/stanza / /721,706 downloads/month
A flexible code tracing toolkit.
ionelmc/github.com/ionelmc/python-hunter / /695,614 downloads/month
Python Bindings for GLib/GObject/GIO/GTK.
GNOME/github.com/GNOME/pygobject / /695,503 downloads/month
Compiles Python programs into high-performance standalone executables (cross-platform).
Nuitka/github.com/Nuitka/Nuitka / /604,815 downloads/month
Python bindings for MPI.
mpi4py/github.com/mpi4py/mpi4py / /598,775 downloads/month
The official Python client for the Meilisearch search engine.
meilisearch/github.com/meilisearch/meilisearch-python / /597,845 downloads/month
A modern and customizable python UI-library based on Tkinter.
TomSchimansky/github.com/tomschimansky/customtkinter / /595,462 downloads/month
A software construction tool.
SCons/github.com/SCons/scons / /593,972 downloads/month
A command line HTTP client, a user-friendly cURL replacement.
httpie/github.com/httpie/cli / /586,829 downloads/month
A Django content management system.
wagtail/github.com/wagtail/wagtail / /579,257 downloads/month
The fastest way to create an HTML app.
AnswerDotAI/github.com/AnswerDotAI/fasthtml / /530,761 downloads/month
Run and fine-tune large language models on Apple Silicon with MLX.
ml-explore/github.com/ml-explore/mlx-lm / /526,603 downloads/month
A library for generating short unique IDs from numbers.
sqids/github.com/sqids/sqids-python / /520,626 downloads/month
A task runner and build tool.
pydoit/github.com/pydoit/doit / /513,646 downloads/month
A system for Python that generates static type annotations by collecting runtime types.
Instagram/github.com/Instagram/MonkeyType / /490,088 downloads/month
An actively developed drop-in replacement with new features and performance improvements (pygame fork).
pygame-community/github.com/pygame-community/pygame-ce / /473,823 downloads/month
A Python serverless microframework for AWS.
aws/github.com/aws/chalice / /467,769 downloads/month
A tiny but powerful app providing object-level permissions to Django, without requiring a database.
dfunckt/github.com/dfunckt/django-rules / /457,155 downloads/month
A context database for AI agents that unifies memory, resources, and skills.
volcengine/github.com/volcengine/OpenViking / /441,303 downloads/month
A high-performance, high-precision CPU, GPU, and memory profiler for Python.
plasma-umass/github.com/plasma-umass/scalene / /374,652 downloads/month
A Python-powered shell. Full-featured and cross-platform.
xonsh/github.com/xonsh/xonsh/ / /349,859 downloads/month
A process-based discrete-event simulation framework.
gitlab.com/team-simpy/simpy /326,203 downloads/month
A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
dashingsoft/github.com/dashingsoft/pyarmor / /308,582 downloads/month
A framework for building reactive, full-stack web applications entirely with Python.
reflex-dev/github.com/reflex-dev/reflex / /308,523 downloads/month
A Python library for causal and probabilistic reasoning with graphical models.
pgmpy/github.com/pgmpy/pgmpy / /307,126 downloads/month
A tool to analyze Python code.
prospector-dev/github.com/prospector-dev/prospector / /288,779 downloads/month
Implementing a comprehensive number of colour theory transformations and algorithms.
colour-science/github.com/colour-science/colour / /273,975 downloads/month
Industrial-grade speech recognition toolkit with speaker diarization and emotion detection.
modelscope/github.com/modelscope/FunASR / /271,247 downloads/month
A jazzy skin for the Django Admin-Interface.
sehmaschine/github.com/sehmaschine/django-grappelli / /263,798 downloads/month
Cross-platform GUI framework for building modern apps in pure Python.
flet-dev/github.com/flet-dev/flet / /257,243 downloads/month
Yet another Gmail/SMTP client.
kootenpv/github.com/kootenpv/yagmail / /243,950 downloads/month
A fast Python implementation of collaborative filtering for implicit datasets.
benfred/github.com/benfred/implicit / /230,387 downloads/month
Quantum Toolbox in Python.
qutip/github.com/qutip/qutip / /226,622 downloads/month
PostgreSQL CLI with autocompletion and syntax highlighting.
dbcli/github.com/dbcli/pgcli / /222,223 downloads/month
A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included.
linkedin/github.com/linkedin/shiv / /206,933 downloads/month
Modular search for Django.
django-haystack/github.com/django-haystack/django-haystack / /202,382 downloads/month
A simple GPU-accelerated Python GUI framework.
hoffstadt/github.com/hoffstadt/DearPyGui / /196,697 downloads/month
Turns Python code into shell commands and runs them on your servers.
pyinfra-dev/github.com/pyinfra-dev/pyinfra / /188,226 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 / /180,336 downloads/month
A lightweight Python web API framework based on Flask, supporting marshmallow schemas and Pydantic models.
apiflask/github.com/apiflask/apiflask / /179,076 downloads/month
3D game engine developed jointly by Disney and contributors from around the world.
panda3d/github.com/panda3d/panda3d / /174,895 downloads/month
An open-source framework for cross-platform GUI apps on desktop, mobile, and embedded platforms.
kivy/github.com/kivy/kivy / /174,735 downloads/month
A cross-platform GUI toolkit that wraps the wxWidgets C++ library.
wxWidgets/github.com/wxWidgets/Phoenix / /170,185 downloads/month
A Python toolbox for seismology.
obspy/github.com/obspy/obspy / /167,772 downloads/month
A cross-platform library for quantum computing, quantum machine learning, and quantum chemistry.
PennyLaneAI/github.com/PennyLaneAI/pennylane / /151,328 downloads/month
sklearn compatible API with the widest toolset for feature engineering and selection.
feature-engine/github.com/feature-engine/feature_engine / /149,802 downloads/month
An adaptive personal AI assistant that grows with you.
NousResearch/github.com/nousresearch/hermes-agent / /146,427 downloads/month
Infrastructure automation and management system.
saltstack/github.com/saltstack/salt / /126,193 downloads/month
Converts Python scripts into standalone executables and installers for Windows, macOS, and Linux.
marcelotduarte/github.com/marcelotduarte/cx_Freeze / /119,232 downloads/month
Cross-vendor API to manipulate network devices.
napalm-automation/github.com/napalm-automation/napalm / /118,344 downloads/month
An animation engine for explanatory math videos.
ManimCommunity/github.com/ManimCommunity/manim / /117,892 downloads/month
A deduplicating archiver with compression and encryption.
borgbackup/github.com/borgbackup/borg / /108,357 downloads/month
The open-source tool for building high-quality datasets and computer vision models.
voxel51/github.com/voxel51/fiftyone / /106,989 downloads/month
PyPI server and packaging/testing/release tool.
devpi/github.com/devpi/devpi / /101,329 downloads/month
The easy-to-use and developer-friendly enterprise CMS powered by Django.
django-cms/github.com/django-cms/django-cms / /99,504 downloads/month
A tmux session manager.
tmux-python/github.com/tmux-python/tmuxp / /95,012 downloads/month
A package to create full-screen text UIs (from interactive forms to ASCII animations).
peterbrittain/github.com/peterbrittain/asciimatics / /94,891 downloads/month
MySQL CLI with autocompletion and syntax highlighting.
dbcli/github.com/dbcli/mycli / /78,492 downloads/month
A Google-developed framework focused on hardware-aware quantum circuit design for NISQ devices.
quantumlib/github.com/quantumlib/Cirq / /73,645 downloads/month
A pure Python HTML5 parser that sanitizes untrusted HTML by default.
EmilStenstrom/github.com/EmilStenstrom/justhtml/ / /73,496 downloads/month
A scikit for building and analyzing recommender systems.
NicolasHug/github.com/NicolasHug/Surprise / /69,329 downloads/month
Hunt down social media accounts by username across social networks.
sherlock-project/github.com/sherlock-project/sherlock / /60,702 downloads/month
A financial data platform for analysts, quants and AI agents.
OpenBB-finance/github.com/OpenBB-finance/OpenBB / /58,246 downloads/month
An agent-based modeling framework for building, analyzing, and visualizing complex system simulations.
mesa/github.com/mesa/mesa / /48,327 downloads/month
SQLite CLI with autocompletion and syntax highlighting.
dbcli/github.com/dbcli/litecli / /47,641 downloads/month
A music library manager and MusicBrainz tagger.
beetbox/github.com/beetbox/beets / /45,803 downloads/month
Static site generator that supports Markdown and reST syntax.
getpelican/github.com/getpelican/pelican / /43,887 downloads/month
Automatic SQL injection and database takeover tool.
sqlmapproject/github.com/sqlmapproject/sqlmap / /43,164 downloads/month
A lightweight, in-process vector database that embeds directly into applications.
alibaba/github.com/alibaba/zvec / /38,163 downloads/month
Official MongoDB database backend for Django.
mongodb/github.com/mongodb/django-mongodb-backend / /33,623 downloads/month
Arcade is a modern Python framework for crafting games with compelling graphics and sound.
pythonarcade/github.com/pythonarcade/arcade / /33,339 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 / /23,931 downloads/month
Modern REST with speed, types, async, msgspec, pydantic and other goodies!
Codebase intelligence that indexes repos into dependency graphs, git history, and auto-generated docs with dead code detection.
repowise-dev/github.com/repowise-dev/repowise / /18,345 downloads/month
A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
thumbor/github.com/thumbor/thumbor / /17,669 downloads/month
A graph-native context and knowledge layer for AI agents with reasoning, provenance, and governance.
semantica-agi/github.com/semantica-agi/semantica / /15,869 downloads/month
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
pathwaycom/github.com/pathwaycom/pathway / /12,624 downloads/month
A Python native, OS native GUI toolkit.
beeware/github.com/beeware/toga / /12,530 downloads/month
Redis CLI with autocompletion and syntax highlighting.
laixintao/github.com/laixintao/iredis / /11,589 downloads/month
A static website and blog generator.
getnikola/github.com/getnikola/nikola / /11,284 downloads/month
A high-performance, cross-platform, multi-threaded video processing framework.
abhiTronix/github.com/abhiTronix/vidgear / /11,242 downloads/month
A Chaos Engineering toolkit & Orchestration for Developers.
chaostoolkit/github.com/chaostoolkit/chaostoolkit / /10,328 downloads/month
Paranoid text spacing.
vinta/github.com/vinta/pangu.py / /9,721 downloads/month
Cross-platform, Python-agnostic binary package manager.
conda/github.com/conda/conda/ / /9,454 downloads/month
A framework for fine-tuning and post-training large language models.
axolotl-ai-cloud/github.com/axolotl-ai-cloud/axolotl / /9,392 downloads/month
PyPI mirroring tool provided by Python Packaging Authority (PyPA).
pypa/github.com/pypa/bandersnatch/ / /9,366 downloads/month
Declarative multimodal AI data engine for tables, computed columns, and embedding search.
pixeltable/github.com/pixeltable/pixeltable / /7,426 downloads/month
Turn command line programs into a full GUI application with one line.
chriskiehl/github.com/chriskiehl/Gooey / /5,918 downloads/month
A Python version manager for Windows (rbenv-win fork).
pyenv-win/github.com/pyenv-win/pyenv-win / /4,490 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 / /3,045 downloads/month
Lightweight ONNX text-to-speech library with small CPU-friendly models.
KittenML/github.com/KittenML/KittenTTS / /2,022 downloads/month
Python distribution for the browser and Node.js based on WebAssembly.
pyodide/github.com/pyodide/pyodide / /1,387 downloads/month
Minimal examples of data structures and algorithms.
keon/github.com/keon/algorithms / /1,246 downloads/month
A family of open-source voice AI models from Microsoft for text-to-speech and long-form speech recognition.
microsoft/github.com/microsoft/VibeVoice / /413 downloads/month
Generates Tkinter interfaces from Figma designs using the Figma API.
ParthJadhav/github.com/ParthJadhav/Tkinter-Designer / /308 downloads/month
All Algorithms implemented in Python.
Turn any folder of code, SQL schemas, docs, papers, images, or videos into a queryable knowledge graph.
(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) A mocking and patching library.
(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) 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 in Python.
A lean and efficient Python implementation for microcontrollers and constrained systems.
A fast browser agent that picks actions from an indexed table of page elements, using a small LLM only to type text.
A toolkit for social engineering.
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.
The software that powers PyPI.
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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