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 October 02, 2026 / Maintained by @vinta and @JinyangWang27

Search every project in one place

Press / to search. Tap a tag to filter. Click any row for details.

Search and filter

Results

Row number Tags
Python interface to Amazon Web Services.
boto/github.com/boto/boto3 / /2,465,037,301 downloads/month
An HTTP library with thread-safe connection pooling, file post, and more.
urllib3/github.com/urllib3/urllib3 / /1,330,856,439 downloads/month
HTTP Requests for Humans.
psf/github.com/psf/requests / /1,213,002,680 downloads/month
Universal character encoding detector, and a dependency of requests.
jawah/github.com/jawah/charset_normalizer / /1,194,739,615 downloads/month
A package designed to expose cryptographic primitives and recipes to Python developers.
pyca/github.com/pyca/cryptography / /1,076,949,844 downloads/month
The historical and still most widely used pyproject build backend.
pypa/github.com/pypa/setuptools / /971,862,330 downloads/month
A generic syntax highlighter.
pygments/github.com/pygments/pygments / /933,250,675 downloads/month
A full-featured YAML framework for Python.
yaml/github.com/yaml/pyyaml / /916,175,352 downloads/month
Extensions to the standard Python datetime module.
dateutil/github.com/dateutil/dateutil / /908,606,264 downloads/month
Data validation using Python type hints.
pydantic/github.com/pydantic/pydantic / /846,548,882 downloads/month
A package for creating beautiful command line interfaces in a composable way.
pallets/github.com/pallets/click/ / /821,818,960 downloads/month
A high-level async concurrency and networking framework that works on top of asyncio or trio.
agronholm/github.com/agronholm/anyio / /807,491,903 downloads/month
A fundamental package for scientific computing with Python.
numpy/github.com/numpy/numpy / /806,445,510 downloads/month
A mature full-featured Python testing tool.
Also see: awesome-pytest
pytest-dev/github.com/pytest-dev/pytest / /780,138,529 downloads/month
Replacement for __init__, __eq__, __repr__, etc. boilerplate in class definitions.
python-attrs/github.com/python-attrs/attrs / /695,949,704 downloads/month
A next generation HTTP client for Python.
encode/github.com/encode/httpx / /619,579,361 downloads/month
Safely adds untrusted strings to HTML/XML markup.
pallets/github.com/pallets/markupsafe / /617,497,746 downloads/month
Reads key-value pairs from a .env file and sets them as environment variables.
theskumar/github.com/theskumar/python-dotenv / /579,306,738 downloads/month
JSON Web Token implementation in Python.
jpadilla/github.com/jpadilla/pyjwt / /571,492,877 downloads/month
A library providing high-performance, easy-to-use data structures and data analysis tools.
pandas-dev/github.com/pandas-dev/pandas / /549,983,339 downloads/month
A modern and designer friendly templating language.
pallets/github.com/pallets/jinja / /539,855,455 downloads/month
A lightweight ASGI framework and toolkit for building high-performance async services.
Kludex/github.com/Kludex/starlette / /499,162,376 downloads/month
A lightning-fast ASGI server implementation.
Kludex/github.com/Kludex/uvicorn / /497,523,722 downloads/month
An implementation of JSON Schema for Python.
python-jsonschema/github.com/python-jsonschema/jsonschema / /468,749,420 downloads/month
Yet another URL library.
aio-libs/github.com/aio-libs/yarl / /462,208,250 downloads/month
Asynchronous HTTP client/server framework for asyncio and Python.
aio-libs/github.com/aio-libs/aiohttp / /457,651,459 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 / /455,567,899 downloads/month
Markdown parser with 100% CommonMark support, extensions, and syntax plugins.
executablebooks/github.com/executablebooks/markdown-it-py / /450,073,286 downloads/month
Pillow is the friendly PIL fork.
python-pillow/github.com/python-pillow/Pillow / /429,467,127 downloads/month
Fast, extensible progress bar for loops and CLI.
tqdm/github.com/tqdm/tqdm / /416,243,626 downloads/month
The package installer for Python.
pypa/github.com/pypa/pip / /414,077,251 downloads/month
A library for building WebSocket servers and clients with a focus on correctness and simplicity.
python-websockets/github.com/python-websockets/websockets / /401,231,703 downloads/month
A modern, fast, web framework for building APIs with standard Python type hints.
fastapi/github.com/fastapi/fastapi / /380,307,132 downloads/month
Settings management using Pydantic models with validation, loading from environment variables and secrets files.
pydantic/github.com/pydantic/pydantic-settings / /361,692,465 downloads/month
The Python SQL Toolkit and Object Relational Mapper.
Also see: awesome-sqlalchemy
sqlalchemy/github.com/sqlalchemy/sqlalchemy / /333,172,898 downloads/month
Modern, extensible build backend from the hatch project.
pypa/github.com/pypa/hatch / /323,418,165 downloads/month
HTTP/2-based RPC framework with Python bindings, built by Google.
grpc/github.com/grpc/grpc / /321,616,220 downloads/month
A Python library for creating PEG parsers.
pyparsing/github.com/pyparsing/pyparsing / /318,913,439 downloads/month
A very fast, easy-to-use and versatile library for handling HTML and XML.
lxml/github.com/lxml/lxml / /316,854,559 downloads/month
Simple, modern and fast file watching and code reload in python.
samuelcolvin/github.com/samuelcolvin/watchfiles / /306,876,503 downloads/month
An extremely fast Python linter and code formatter.
astral-sh/github.com/astral-sh/ruff / /304,084,986 downloads/month
Fundamental algorithms for scientific computing in Python.
scipy/github.com/scipy/scipy / /300,940,320 downloads/month
Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
www.crummy.com/software/BeautifulSoup/bs4/doc/ /297,045,752 downloads/month
A cross-platform process and system utilities module.
giampaolo/github.com/giampaolo/psutil / /290,288,508 downloads/month
Code coverage measurement.
coveragepy/github.com/coveragepy/coveragepy / /288,579,309 downloads/month
A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
openpyxl.readthedocs.io/en/stable/ /283,967,099 downloads/month
Cross-platform colored terminal text.
tartley/github.com/tartley/colorama / /251,191,956 downloads/month
Modern CLI framework that uses Python type hints. Built on Click.
fastapi/github.com/fastapi/typer / /245,699,893 downloads/month
A tool to create isolated Python environments.
pypa/github.com/pypa/virtualenv / /242,041,705 downloads/month
Extensible memoizing collections and decorators.
tkem/github.com/tkem/cachetools / /239,460,479 downloads/month
The official Python SDK for building Model Context Protocol servers and clients.
modelcontextprotocol/github.com/modelcontextprotocol/python-sdk / /234,176,875 downloads/month
More routines for operating on iterables, beyond itertools.
more-itertools/github.com/more-itertools/more-itertools / /228,948,957 downloads/month
HTTP/1.1 and HTTP/2 client with sync and async APIs, maintained by Pydantic (httpx fork).
pydantic/github.com/pydantic/httpx2 / /225,891,183 downloads/month
A generic and thorough implementation of the OAuth request-signing logic.
oauthlib/github.com/oauthlib/oauthlib / /225,868,339 downloads/month
Ultra fast asyncio event loop.
MagicStack/github.com/MagicStack/uvloop / /213,757,424 downloads/month
Fast and pure-Python implementation of sorted collections.
grantjenks/github.com/grantjenks/python-sortedcontainers / /213,557,719 downloads/month
The Python client for Redis.
redis/github.com/redis/redis-py / /203,132,637 downloads/month
A high-productivity software for complex networks.
networkx/github.com/networkx/networkx / /200,069,360 downloads/month
MessagePack serializer implementation for Python.
msgpack/github.com/msgpack/msgpack-python / /194,264,496 downloads/month
The most popular Python library for Machine Learning with extensive documentation and community support.
scikit-learn/github.com/scikit-learn/scikit-learn / /188,483,143 downloads/month
A library for building powerful interactive command lines.
prompt-toolkit/github.com/prompt-toolkit/python-prompt-toolkit / /185,768,302 downloads/month
Hyperfast and lightweight templating for the Python platform.
sqlalchemy/github.com/sqlalchemy/mako / /181,625,519 downloads/month
Fast, correct JSON library.
ijl/github.com/ijl/orjson / /181,444,428 downloads/month
A framework for building agents and LLM-powered applications.
langchain-ai/github.com/langchain-ai/langchain / /171,200,878 downloads/month
Python binding to libsodium, a fork of the Networking and Cryptography (NaCl) library.
pyca/github.com/pyca/pynacl / /166,256,920 downloads/month
Parallel computing and disk-based caching for Python functions.
joblib/github.com/joblib/joblib / /165,210,794 downloads/month
Python character encoding detector.
chardet/github.com/chardet/chardet / /164,865,407 downloads/month
A comprehensive library for creating static, animated, and interactive visualizations.
matplotlib/github.com/matplotlib/matplotlib / /162,426,021 downloads/month
Safely pass trusted data to untrusted environments and back.
pallets/github.com/pallets/itsdangerous / /160,698,640 downloads/month
A static type checker for Python.
python/github.com/python/mypy / /160,387,632 downloads/month
A framework for managing and maintaining multi-language pre-commit hooks.
pre-commit/github.com/pre-commit/pre-commit / /151,310,480 downloads/month
A microframework for Python.
Also see: awesome-flask
pallets/github.com/pallets/flask / /138,333,591 downloads/month
A PostgreSQL adapter for Python, the successor to psycopg2.
psycopg/github.com/psycopg/psycopg / /132,199,452 downloads/month
A Python library for symbolic mathematics.
sympy/github.com/sympy/sympy / /130,084,995 downloads/month
An extremely fast Python version, package and project manager, written in Rust.
astral-sh/github.com/astral-sh/uv / /129,457,855 downloads/month
A fast Python in-process signal/event dispatching system.
pallets-eco/github.com/pallets-eco/blinker / /129,374,020 downloads/month
Sentry SDK for Python.
getsentry/github.com/getsentry/sentry-python / /128,805,321 downloads/month
A library capable of splitting, merging, cropping, and transforming PDF pages.
py-pdf/github.com/py-pdf/pypdf / /126,730,610 downloads/month
Rapid fuzzy string matching using various string metrics, with a C++ core.
rapidfuzz/github.com/rapidfuzz/RapidFuzz / /119,847,030 downloads/month
The uncompromising Python code formatter.
psf/github.com/psf/black / /114,830,771 downloads/month
A non-validating SQL parser.
andialbrecht/github.com/andialbrecht/sqlparse / /109,968,141 downloads/month
A comprehensive library for building OAuth, OpenID Connect, and JWT/JWS/JWE/JWK/JWA.
authlib/github.com/authlib/authlib / /109,037,351 downloads/month
A fast PostgreSQL Database Client Library for Python/asyncio.
MagicStack/github.com/MagicStack/asyncpg / /107,578,856 downloads/month
The leading native Python SSHv2 protocol library.
paramiko/github.com/paramiko/paramiko / /106,037,234 downloads/month
An internationalization library for Python.
python-babel/github.com/python-babel/babel / /104,141,572 downloads/month
A web framework and asynchronous networking library.
tornadoweb/github.com/tornadoweb/tornado / /101,008,547 downloads/month
A powerful interactive Python shell, and the kernel behind Jupyter notebooks.
ipython/github.com/ipython/ipython / /99,709,704 downloads/month
A pre-fork WSGI server with a native ASGI worker, ported from Ruby's Unicorn project.
benoitc/github.com/benoitc/gunicorn / /99,259,629 downloads/month
Structured logging made easy.
hynek/github.com/hynek/structlog / /97,313,333 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 / /96,039,098 downloads/month
Python version of the Playwright testing and automation library.
microsoft/github.com/microsoft/playwright-python / /95,806,221 downloads/month
Creates, reads, and updates Microsoft Word (.docx) files.
python-openxml/github.com/python-openxml/python-docx / /95,291,808 downloads/month
Working with XML feel like you are working with JSON.
martinblech/github.com/martinblech/xmltodict / /95,021,525 downloads/month
A Python implementation of John Gruber’s Markdown.
Python-Markdown/github.com/Python-Markdown/markdown / /93,346,511 downloads/month
A Python module for creating Excel .xlsx files.
jmcnamara/github.com/jmcnamara/XlsxWriter / /92,607,610 downloads/month
Call 100+ LLMs using OpenAI format.
BerriAI/github.com/BerriAI/litellm / /91,831,295 downloads/month
A Python utility / library to sort imports.
PyCQA/github.com/PyCQA/isort / /91,692,174 downloads/month
Poetry's PEP 517 build backend, usable without Poetry itself.
python-poetry/github.com/python-poetry/poetry-core / /88,317,050 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 / /87,703,686 downloads/month
API and shell utilities to monitor file system events.
gorakhargosh/github.com/gorakhargosh/watchdog / /87,653,503 downloads/month
A lightweight library for converting complex objects to and from simple Python datatypes.
marshmallow-code/github.com/marshmallow-code/marshmallow / /86,449,033 downloads/month
A fast library for extracting, rendering, and editing PDF and other document formats, built on MuPDF.
pymupdf/github.com/pymupdf/PyMuPDF / /85,537,741 downloads/month
Pandas integration with AWS services like Athena, Glue, Redshift, S3, and DynamoDB.
aws/github.com/aws/aws-sdk-pandas / /85,117,312 downloads/month
Optimizing Static Compiler for Python.
cython/github.com/cython/cython / /79,815,843 downloads/month
A pure-Python MySQL and MariaDB client library, based on PEP 249.
PyMySQL/github.com/PyMySQL/PyMySQL / /75,533,148 downloads/month
A fast, Rust-backed drop-in replacement for Python's built-in uuid module.
aminalaee/github.com/aminalaee/uuid-utils / /71,663,824 downloads/month
An open-source library for generating PDFs and graphics.
docs.reportlab.com/ /68,690,349 downloads/month
Library which aims to bring enjoyable logging in Python.
Delgan/github.com/Delgan/loguru / /66,792,540 downloads/month
A Python package that generates fake data.
joke2k/github.com/joke2k/faker / /66,679,846 downloads/month
The official Python client for MongoDB.
mongodb/github.com/mongodb/mongo-python-driver / /66,289,553 downloads/month
A Python slugify library that translates unicode to ASCII.
un33k/github.com/un33k/python-slugify / /65,171,523 downloads/month
Tensors and Dynamic neural networks in Python with strong GPU acceleration.
pytorch/github.com/pytorch/pytorch / /61,789,530 downloads/month
A fast yet powerful Python Markdown parser with renderers and plugins.
lepture/github.com/lepture/mistune / /61,275,897 downloads/month
A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
pyinvoke/github.com/pyinvoke/invoke / /61,217,842 downloads/month
Manipulation and analysis of geometric objects in the Cartesian plane.
shapely/github.com/shapely/shapely / /59,933,392 downloads/month
Python library for creating and updating PowerPoint (.pptx) files.
scanny/github.com/scanny/python-pptx / /56,976,290 downloads/month
Convert HTML to Markdown, with customizable tag handling.
matthewwithanm/github.com/matthewwithanm/python-markdownify / /56,146,515 downloads/month
A framework for building interactive user interfaces that run in the terminal and the browser.
Textualize/github.com/Textualize/textual / /55,642,546 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 / /55,561,435 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 / /55,501,397 downloads/month
A high-level, Pythonic framework for building MCP servers and clients.
PrefectHQ/github.com/PrefectHQ/fastmcp / /54,826,729 downloads/month
A community-maintained fork of PDFMiner for extracting information from PDF documents.
pdfminer/github.com/pdfminer/pdfminer.six / /53,774,424 downloads/month
Python datetimes made easy.
python-pendulum/github.com/python-pendulum/pendulum / /53,576,305 downloads/month
A utility library for mocking out the requests Python library.
getsentry/github.com/getsentry/responses / /53,392,813 downloads/month
Hypothesis is an advanced Quickcheck style property based testing library.
HypothesisWorks/github.com/HypothesisWorks/hypothesis / /52,853,067 downloads/month
A NumPy-aware JIT compiler for Python, using LLVM.
numba/github.com/numba/numba / /52,671,727 downloads/month
A fast DataFrame library implemented in Rust with a Python API.
pola-rs/github.com/pola-rs/polars / /52,433,862 downloads/month
Interactive graphing library for Python.
plotly/github.com/plotly/plotly.py / /50,435,036 downloads/month
Apache Spark Python API.
apache/github.com/apache/spark / /48,337,402 downloads/month
Low-level orchestration framework for building stateful, long-running LLM agents.
langchain-ai/github.com/langchain-ai/langgraph / /45,447,381 downloads/month
An asynchronous task queue/job queue based on distributed message passing.
celery/github.com/celery/celery / /44,147,750 downloads/month
A leading platform for building Python programs to work with human language data.
nltk/github.com/nltk/nltk / /43,389,818 downloads/month
A high-level web framework that encourages rapid development and clean, pragmatic design.
Also see: awesome-django
django/github.com/django/django / /42,469,660 downloads/month
Confluent's Python client for Apache Kafka, built on librdkafka.
confluentinc/github.com/confluentinc/confluent-kafka-python / /41,965,015 downloads/month
Python dependency management and packaging made easy.
python-poetry/github.com/python-poetry/poetry / /41,542,566 downloads/month
An extremely fast Python type checker and language server.
astral-sh/github.com/astral-sh/ty / /41,462,521 downloads/month
Full-featured static type checker for Python from Microsoft, the engine behind Pylance.
microsoft/github.com/microsoft/pyright / /41,033,008 downloads/month
A wrapper around pycodestyle, pyflakes and McCabe.
PyCQA/github.com/PyCQA/flake8 / /40,494,330 downloads/month
The official low-level Python client for OpenSearch.
opensearch-project/github.com/opensearch-project/opensearch-py / /39,511,871 downloads/month
A small, expressive ORM.
coleifer/github.com/coleifer/peewee / /39,344,598 downloads/month
A Python parser for human-readable dates in over 200 language locales.
scrapinghub/github.com/scrapinghub/dateparser / /38,906,832 downloads/month
A fully customizable source code analyzer.
pylint-dev/github.com/pylint-dev/pylint / /38,901,328 downloads/month
Declarative statistical visualization library for Python.
vega/github.com/vega/altair / /38,583,059 downloads/month
A friendly library for async concurrency and I/O.
python-trio/github.com/python-trio/trio / /36,198,703 downloads/month
Parsing, formatting, storing and validating international phone numbers.
daviddrysdale/github.com/daviddrysdale/python-phonenumbers / /35,038,572 downloads/month
A light but powerful in-process task scheduler that lets you schedule functions.
agronholm/github.com/agronholm/apscheduler / /34,957,373 downloads/month
The official low-level Python client for Elasticsearch.
elastic/github.com/elastic/elasticsearch-py / /34,762,593 downloads/month
Python binding to the ammonia HTML sanitizer, a fast replacement for bleach.
messense/github.com/messense/nh3 / /34,610,053 downloads/month
Simple Python interface for creating and rendering Graphviz graphs.
xflr6/github.com/xflr6/graphviz / /34,114,276 downloads/month
Statistical modeling and econometrics in Python.
statsmodels/github.com/statsmodels/statsmodels / /32,709,575 downloads/month
A visual rendering engine for HTML and CSS that can export to PDF.
Kozea/github.com/Kozea/WeasyPrint / /32,641,312 downloads/month
Open Source Computer Vision Library.
opencv/github.com/opencv/opencv-python / /30,781,367 downloads/month
A scalable, portable, and distributed gradient boosting library.
dmlc/github.com/dmlc/xgboost / /30,443,531 downloads/month
A fast serialization and validation library with built-in support for JSON, MessagePack, YAML, and TOML.
msgspec/github.com/msgspec/msgspec / /30,164,497 downloads/month
A pure Python QR Code generator.
lincolnloop/github.com/lincolnloop/python-qrcode / /30,159,168 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 / /30,140,654 downloads/month
A web-based notebook environment for interactive computing.
Also see: awesome-jupyter
jupyter/github.com/jupyter/notebook / /29,580,107 downloads/month
Pythonic bindings for FFmpeg's libraries.
PyAV-Org/github.com/PyAV-Org/PyAV / /29,031,101 downloads/month
Python bindings for Selenium WebDriver.
SeleniumHQ/github.com/SeleniumHQ/selenium / /28,624,046 downloads/month
An ODBC bridge for connecting to SQL Server and any other ODBC-accessible database.
mkleehammer/github.com/mkleehammer/pyodbc / /27,765,041 downloads/month
Statistical data visualization using Matplotlib.
mwaskom/github.com/mwaskom/seaborn / /27,737,668 downloads/month
The official ClickHouse client, with SQLAlchemy and Superset connectors.
ClickHouse/github.com/ClickHouse/clickhouse-connect / /27,698,544 downloads/month
A Python interface to the libmagic file type identification library.
ahupp/github.com/ahupp/python-magic / /26,594,693 downloads/month
ASCII transliterations of Unicode text.
avian2/github.com/avian2/unidecode / /26,219,209 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 / /26,189,138 downloads/month
A coroutine-based Python networking library that uses greenlet.
gevent/github.com/gevent/gevent / /25,917,494 downloads/month
A flexible parallel computing library for analytic computing.
dask/github.com/dask/dask / /25,814,257 downloads/month
SQLite and file backed cache backend, compatible with Django.
grantjenks/github.com/grantjenks/python-diskcache / /25,549,186 downloads/month
A tool designed to find common security issues in Python code.
PyCQA/github.com/PyCQA/bandit / /24,988,604 downloads/month
A Python library for (scientific) image processing.
scikit-image/github.com/scikit-image/scikit-image / /24,974,815 downloads/month
SQLModel is based on Python type annotations, and powered by Pydantic and SQLAlchemy.
fastapi/github.com/fastapi/sqlmodel / /24,796,211 downloads/month
A powerful and flexible toolkit to build web APIs.
encode/github.com/encode/django-rest-framework / /24,618,627 downloads/month
Mock HTTPX with awesome request patterns and response side effects.
lundberg/github.com/lundberg/respx / /23,663,246 downloads/month
Efficient, Pythonic bidirectional map data structures and related functionality.
jab/github.com/jab/bidict / /23,485,942 downloads/month
An audio library for reading and writing sound files, based on libsndfile, CFFI, and NumPy.
bastibe/github.com/bastibe/python-soundfile / /23,052,223 downloads/month
A set of pure-Python utilities.
mahmoud/github.com/mahmoud/boltons / /22,850,412 downloads/month
Record and replay HTTP interactions on your tests.
kevin1024/github.com/kevin1024/vcrpy / /22,723,782 downloads/month
A library for industrial-strength natural language processing in Python and Cython.
explosion/github.com/explosion/spaCy / /21,713,036 downloads/month
A test fixtures replacement for Python.
FactoryBoy/github.com/FactoryBoy/factory_boy / /20,868,231 downloads/month
A linter that enforces architectural constraints on imports between Python modules.
seddonym/github.com/seddonym/import-linter / /20,651,645 downloads/month
A sampling profiler for Python programs. Written in Rust.
benfred/github.com/benfred/py-spy / /20,429,400 downloads/month
A framework which lets you build dashboards, generate reports, or create chat apps in minutes.
streamlit/github.com/streamlit/streamlit / /20,025,391 downloads/month
Travel through time in your tests by mocking the current time at the C level.
adamchainz/github.com/adamchainz/time-machine / /19,997,178 downloads/month
A data quality framework for validating, documenting, and profiling data with declarative expectations.
fivetran/github.com/fivetran/great_expectations / /19,413,615 downloads/month
A fast, distributed, high performance gradient boosting framework.
lightgbm-org/github.com/lightgbm-org/LightGBM / /18,988,593 downloads/month
Easy Pythonic way to download market and financial data from Yahoo Finance.
ranaroussi/github.com/ranaroussi/yfinance / /18,952,757 downloads/month
Python Documentation generator.
Also see: awesome-sphinxdoc
sphinx-doc/github.com/sphinx-doc/sphinx/ / /18,452,557 downloads/month
The official Python driver for Oracle Database, successor to cx_Oracle.
oracle/github.com/oracle/python-oracledb / /18,374,899 downloads/month
Manipulate audio with a simple and easy high level interface.
jiaaro/github.com/jiaaro/pydub / /18,202,379 downloads/month
A library for creating command line interfaces from absolutely any Python object.
google/github.com/google/python-fire / /18,045,482 downloads/month
Universal feed parser.
kurtmckee/github.com/kurtmckee/feedparser / /17,220,550 downloads/month
A wrapper for the Tesseract OCR engine.
madmaze/github.com/madmaze/pytesseract / /17,088,718 downloads/month
A generator library for concise, unambiguous and URL-safe UUIDs.
skorokithakis/github.com/skorokithakis/shortuuid / /16,925,188 downloads/month
MySQL and MariaDB connector (MySQLdb1 fork).
PyMySQL/github.com/PyMySQL/mysqlclient / /16,446,807 downloads/month
Python tool for converting files and office documents to Markdown.
microsoft/github.com/microsoft/markitdown / /16,123,103 downloads/month
uv's fast, minimal build backend for pure-Python projects.
astral-sh/github.com/astral-sh/uv / /15,604,962 downloads/month
A tool for finding and analyzing dead Python code.
jendrikseipp/github.com/jendrikseipp/vulture / /15,097,960 downloads/month
Radically simplified static file serving for WSGI applications, with compression and caching headers.
evansd/github.com/evansd/whitenoise / /14,645,864 downloads/month
Auto builds and tests distributions in multiple Python versions.
tox-dev/github.com/tox-dev/tox / /14,532,693 downloads/month
Makes Unicode text less broken and more consistent automagically.
rspeer/github.com/rspeer/python-ftfy / /14,252,070 downloads/month
IPython-enabled pdb.
gotcha/github.com/gotcha/ipdb / /14,234,747 downloads/month
Python Extensions for Windows.
mhammond/github.com/mhammond/pywin32 / /13,826,034 downloads/month
Python tools for geographic data (GeoSeries/GeoDataFrame) built on pandas.
geopandas/github.com/geopandas/geopandas / /13,700,830 downloads/month
An event-driven networking engine.
twisted/github.com/twisted/twisted / /13,658,584 downloads/month
Hydra is a framework for elegantly configuring complex applications.
hydra-ecosystem/github.com/hydra-ecosystem/hydra / /13,553,092 downloads/month
A little task queue with multi-process, multi-thread, or greenlet workers.
coleifer/github.com/coleifer/huey / /13,489,186 downloads/month
A unified framework for scaling AI and Python applications.
ray-project/github.com/ray-project/ray/ / /13,447,402 downloads/month
The observability platform for Python, from the makers of Pydantic.
pydantic/github.com/pydantic/logfire / /13,331,496 downloads/month
A tool for gathering text and metadata from the web, with built-in content filtering.
adbar/github.com/adbar/trafilatura / /12,868,519 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 / /12,802,824 downloads/month
OpenAI's framework for building and managing AI agents.
openai/github.com/openai/openai-agents-python / /12,648,808 downloads/month
Python serial port access library for Windows, macOS, Linux, and BSD.
pyserial/github.com/pyserial/pyserial / /12,554,862 downloads/month
An asyncio SMTP client.
cole/github.com/cole/aiosmtplib / /12,390,247 downloads/month
A collection of custom storage back ends for Django.
jschneier/github.com/jschneier/django-storages / /12,374,723 downloads/month
A documentation framework and Material Design theme built on MkDocs.
squidfunk/github.com/squidfunk/mkdocs-material / /12,128,765 downloads/month
An end-to-end machine learning platform from Google.
tensorflow/github.com/tensorflow/tensorflow / /12,054,627 downloads/month
A high-level deep learning library with support for JAX, TensorFlow, and PyTorch backends.
keras-team/github.com/keras-team/keras / /12,001,578 downloads/month
A mock data generation library based on type hints (continuation of pydantic-factories).
litestar-org/github.com/litestar-org/polyfactory / /11,696,823 downloads/month
A memory profiler that tracks allocations in Python code, native extensions, and the interpreter itself.
bloomberg/github.com/bloomberg/memray / /11,232,885 downloads/month
Pure-Python RabbitMQ/AMQP 0-9-1 client library.
pika/github.com/pika/pika / /11,132,720 downloads/month
Python driver with native interface for ClickHouse.
mymarilyn/github.com/mymarilyn/clickhouse-driver / /11,025,097 downloads/month
Converts Python programs into stand-alone executables (cross-platform).
pyinstaller/github.com/pyinstaller/pyinstaller / /10,988,417 downloads/month
Parsing and analyzing ELF files and DWARF debugging information.
eliben/github.com/eliben/pyelftools / /10,862,551 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 / /10,755,777 downloads/month
Python Geocoding Toolbox.
geopy/github.com/geopy/geopy / /10,665,545 downloads/month
Deep learning framework to train, deploy, and ship AI products Lightning fast.
Lightning-AI/github.com/Lightning-AI/pytorch-lightning / /10,436,796 downloads/month
Google's code-first toolkit for building, evaluating, and deploying AI agents.
google/github.com/google/adk-python / /10,328,240 downloads/month
A statistical wall-clock profiler with low overhead and readable call-tree output.
joerick/github.com/joerick/pyinstrument / /10,082,673 downloads/month
Scalable user load testing tool written in Python.
locustio/github.com/locustio/locust / /9,831,728 downloads/month
Simple job queues for Python.
rq/github.com/rq/rq / /9,551,438 downloads/month
A Whisper reimplementation on CTranslate2, up to 4 times faster than openai-whisper with less memory.
SYSTRAN/github.com/SYSTRAN/faster-whisper / /9,267,762 downloads/month
A library for high-performance numerical computing with automatic differentiation and JIT compilation.
jax-ml/github.com/jax-ml/jax / /8,746,898 downloads/month
Display various debug information for Django.
django-commons/github.com/django-commons/django-debug-toolbar / /8,698,165 downloads/month
A library for extracting structured data from LLMs, powered by Pydantic.
567-labs/github.com/567-labs/instructor / /8,620,919 downloads/month
Python library for audio and music analysis.
librosa/github.com/librosa/librosa / /8,603,104 downloads/month
A data validation library for dataframes, with support for pandas, polars, PySpark, and more.
unionai-oss/github.com/unionai-oss/pandera / /8,528,651 downloads/month
A library for parameter-efficient fine-tuning of large pretrained models.
huggingface/github.com/huggingface/peft / /8,419,431 downloads/month
A real-time monitor and web admin for Celery task queues.
mher/github.com/mher/flower / /8,316,845 downloads/month
WebSocket & WAMP for Python on Twisted and asyncio.
crossbario/github.com/crossbario/autobahn-python / /8,225,660 downloads/month
An orchestration platform for the development, production, and observation of data assets.
dagster-io/github.com/dagster-io/dagster / /8,173,043 downloads/month
A fast type checker and language server for Python.
facebook/github.com/facebook/pyrefly / /8,015,786 downloads/month
Make websites accessible for AI agents with easy browser automation.
browser-use/github.com/browser-use/browser-use / /8,011,452 downloads/month
A developer-friendly embedded retrieval database for multimodal AI.
lancedb/github.com/lancedb/lancedb / /7,983,749 downloads/month
A radically simple IT automation platform.
ansible/github.com/ansible/ansible / /7,905,337 downloads/month
The Eclipse Paho MQTT client for Python.
eclipse-paho/github.com/eclipse-paho/paho.mqtt.python / /7,868,768 downloads/month
A simple, Pythonic tool for remote execution and deployment.
fabric/github.com/fabric/fabric / /7,559,445 downloads/month
Airflow is a platform to programmatically author, schedule and monitor workflows.
apache/github.com/apache/airflow / /7,468,113 downloads/month
Supervisor process control system for UNIX.
Supervisor/github.com/Supervisor/supervisor / /7,405,998 downloads/month
A fast and simple micro-framework distributed as a single file with no dependencies.
bottlepy/github.com/bottlepy/bottle / /7,270,281 downloads/month
Modern, extensible Python project manager for environments, builds, and publishing.
pypa/github.com/pypa/hatch / /7,189,206 downloads/month
A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
urwid/github.com/urwid/urwid / /7,137,457 downloads/month
A command-line utility that creates projects from cookiecutters (project templates).
cookiecutter/github.com/cookiecutter/cookiecutter / /7,120,324 downloads/month
A full-fledged subprocess replacement for Python.
amoffat/github.com/amoffat/sh / /7,078,601 downloads/month
A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
PrefectHQ/github.com/PrefectHQ/prefect / /7,032,721 downloads/month
A Python module to handle audio metadata.
quodlibet/github.com/quodlibet/mutagen / /6,903,740 downloads/month
An open-source embedding database for building AI applications with embeddings and semantic search.
chroma-core/github.com/chroma-core/chroma / /6,697,847 downloads/month
A fancy and practical functional tools.
Suor/github.com/Suor/funcy / /6,686,325 downloads/month
A framework for building data apps and dashboards in pure Python, built on Plotly.
plotly/github.com/plotly/dash / /6,600,514 downloads/month
Multi-threaded, powers Pyramid.
Pylons/github.com/Pylons/waitress / /6,553,550 downloads/month
An ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn.
pgjones/github.com/pgjones/hypercorn / /6,426,327 downloads/month
A GraphQL library that leverages Python type annotations for schema definition.
strawberry-graphql/github.com/strawberry-graphql/strawberry / /6,070,962 downloads/month
An implementation of figlet written in Python.
pwaller/github.com/pwaller/pyfiglet / /5,965,288 downloads/month
Python job scheduling for humans.
dbader/github.com/dbader/schedule / /5,923,211 downloads/month
A modern datetime library, type-safe and DST-safe, in Rust or pure Python.
ariebovenberg/github.com/ariebovenberg/whenever / /5,642,981 downloads/month
A task runner that defines tasks in pyproject.toml and works with poetry or uv.
nat-n/github.com/nat-n/poethepoet / /5,596,365 downloads/month
A Python agent framework for building generative AI applications with structured schemas.
pydantic/github.com/pydantic/pydantic-ai / /5,533,700 downloads/month
A framework for programming, not prompting, language models.
stanfordnlp/github.com/stanfordnlp/dspy / /5,449,107 downloads/month
Operate and manipulate physical quantities with units and dimensional analysis.
hgrecco/github.com/hgrecco/pint / /5,412,131 downloads/month
A fast, scalable, high performance gradient boosting on decision trees library.
catboost/github.com/catboost/catboost / /5,392,588 downloads/month
Build and share machine learning apps, all in Python.
gradio-app/github.com/gradio-app/gradio / /5,384,478 downloads/month
Interactive Web Plotting for Python.
bokeh/github.com/bokeh/bokeh / /5,345,626 downloads/month
An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
mitmproxy/github.com/mitmproxy/mitmproxy / /5,223,168 downloads/month
A general-purpose automatic speech recognition model trained on 680k hours of multilingual and multitask supervised data.
openai/github.com/openai/whisper / /5,216,901 downloads/month
A library that provides pre-trained diffusion models for generating and editing images, audio, and video.
huggingface/github.com/huggingface/diffusers / /5,154,192 downloads/month
Brings WebSocket, long-poll HTTP, and other async support to Django.
django/github.com/django/channels / /5,080,196 downloads/month
Authentication app for Django that "just works."
pennersr/github.com/pennersr/django-allauth / /5,068,068 downloads/month
A module for Tabular Datasets in XLS, CSV, JSON, YAML.
jazzband/github.com/jazzband/tablib / /5,053,857 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 / /5,030,771 downloads/month
Cheminformatics and Machine Learning Software.
rdkit/github.com/rdkit/rdkit / /4,960,001 downloads/month
The most popular Chinese text segmentation library.
fxsjy/github.com/fxsjy/jieba / /4,946,346 downloads/month
Dynaconf is a configuration manager with plugins for Django and Flask.
dynaconf/github.com/dynaconf/dynaconf / /4,887,426 downloads/month
An OAuth 2.0 authorization server for Django.
django-oauth/github.com/django-oauth/django-oauth-toolkit / /4,795,093 downloads/month
A tool for building self-contained Python executable environments (PEP 441 zipapps).
pex-tool/github.com/pex-tool/pex / /4,610,720 downloads/month
Python dictionaries with advanced dot notation access.
cdgriffith/github.com/cdgriffith/Box / /4,550,867 downloads/month
A module for script-based movie editing with many formats, including animated GIFs.
Zulko/github.com/Zulko/moviepy / /4,406,785 downloads/month
A library for reading audio file metadata of MP3, MP4, WAV, OGG, FLAC, WMA, and AIFF files.
tinytag/github.com/tinytag/tinytag / /4,345,934 downloads/month
A fast high-level web crawling and scraping framework.
scrapy/github.com/scrapy/scrapy / /4,344,031 downloads/month
Easy, generic parser combinator library for creating parsers.
python-parsy/github.com/python-parsy/parsy / /4,310,015 downloads/month
Ultralytics YOLO for object detection, segmentation, pose estimation, classification, and tracking.
ultralytics/github.com/ultralytics/ultralytics / /4,276,348 downloads/month
Biopython is a set of freely available tools for biological computation.
biopython/github.com/biopython/biopython / /4,265,858 downloads/month
A spec-first framework that automatically handles requests based on your OpenAPI specification.
spec-first/github.com/spec-first/connexion / /4,200,973 downloads/month
A tool for producing forecasts for time series with multiple seasonality and trend changes.
facebook/github.com/facebook/prophet / /4,080,603 downloads/month
A generic test automation framework.
robotframework/github.com/robotframework/robotframework / /4,073,950 downloads/month
Flexible test automation for Python.
wntrblm/github.com/wntrblm/nox / /3,848,837 downloads/month
Install and Run Python Applications in Isolated Environments. Like npx in Node.js.
pypa/github.com/pypa/pipx / /3,733,560 downloads/month
The Python Driver for Apache Cassandra.
apache/github.com/apache/cassandra-python-driver / /3,729,107 downloads/month
Fast, Django REST framework based on type hints and Pydantic.
vitalik/github.com/vitalik/django-ninja / /3,668,990 downloads/month
A standard API for reinforcement learning environments with popular reference environments (gym successor).
Farama-Foundation/github.com/Farama-Foundation/Gymnasium / /3,664,318 downloads/month
Create barcodes in Python with no extra dependencies.
WhyNotHugo/github.com/WhyNotHugo/python-barcode / /3,579,330 downloads/month
A portable Python dataframe library with a single API for 20+ backends.
ibis-project/github.com/ibis-project/ibis / /3,537,318 downloads/month
A tiny, document-oriented database.
msiemens/github.com/msiemens/tinydb / /3,421,673 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 / /3,378,325 downloads/month
Python bindings and utilities for GeoJSON.
jazzband/github.com/jazzband/geojson / /3,327,600 downloads/month
A brilliant packet manipulation library.
secdev/github.com/secdev/scapy / /3,300,364 downloads/month
A tool for automatic property-based testing of web APIs from OpenAPI or GraphQL schemas.
schemathesis/github.com/schemathesis/schemathesis / /3,161,969 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 / /3,161,490 downloads/month
A toolkit for building RAG pipelines and agents over your data.
run-llama/github.com/run-llama/llama_index / /3,090,867 downloads/month
Topic Modeling for Humans.
piskvorky/github.com/piskvorky/gensim / /2,992,827 downloads/month
A Pythonic interface for Amazon DynamoDB.
pynamodb/github.com/pynamodb/PynamoDB / /2,959,092 downloads/month
Library for converting documents into structured data.
docling-project/github.com/docling-project/docling / /2,935,389 downloads/month
A community Python library for Astronomy.
astropy/github.com/astropy/astropy / /2,824,221 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 / /2,823,329 downloads/month
Official Microsoft driver for SQL Server and Azure SQL, built on ODBC for high performance.
microsoft/github.com/microsoft/mssql-python / /2,817,101 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 / /2,800,579 downloads/month
A high-performance serving framework for large language models and multimodal models.
sgl-project/github.com/sgl-project/sglang / /2,758,431 downloads/month
A cross-platform windowing and multimedia library for Python.
pyglet/github.com/pyglet/pyglet / /2,684,510 downloads/month
Compresses linked and inline JavaScript or CSS into a single cached file.
django-compressor/github.com/django-compressor/django-compressor / /2,655,791 downloads/month
A new kind of Progress Bar, with real-time throughput, eta and very cool animations.
rsalmei/github.com/rsalmei/alive-progress / /2,645,121 downloads/month
A library for post-training transformer language models with SFT, DPO, GRPO, and other trainers.
huggingface/github.com/huggingface/trl / /2,631,904 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 / /2,594,359 downloads/month
A framework for orchestrating role-playing autonomous AI agents for collaborative task solving.
crewAIInc/github.com/crewAIInc/crewAI / /2,486,588 downloads/month
A tool to remove image backgrounds.
danielgatis/github.com/danielgatis/rembg / /2,481,227 downloads/month
Pygame is a set of Python modules designed for writing games.
pygame/github.com/pygame/pygame / /2,339,225 downloads/month
Socket.IO integration for Flask applications.
miguelgrinberg/github.com/miguelgrinberg/Flask-SocketIO / /2,233,387 downloads/month
Open Source Differentiable Computer Vision Library for PyTorch.
kornia/github.com/kornia/kornia / /2,221,309 downloads/month
Simple and extensible administrative interface framework for Flask.
pallets-eco/github.com/pallets-eco/flask-admin / /2,207,641 downloads/month
Distributed task queue with native asyncio support and pluggable brokers.
taskiq-python/github.com/taskiq-python/taskiq / /2,115,929 downloads/month
A high-throughput and memory-efficient inference and serving engine for LLMs.
vllm-project/github.com/vllm-project/vllm / /2,110,921 downloads/month
An intelligent memory layer for AI agents enabling personalized interactions.
mem0ai/github.com/mem0ai/mem0 / /2,084,912 downloads/month
A Python library for generating fake but realistic data in multiple languages and locales.
lk-geimfari/github.com/lk-geimfari/mimesis / /2,063,316 downloads/month
A slick ORM cache with automatic granular event-driven invalidation.
Suor/github.com/Suor/django-cacheops / /2,051,602 downloads/month
Strawberry GraphQL integration with Django.
A small, fast, down-to-earth, open source Python web framework.
Pylons/github.com/Pylons/pyramid / /2,024,442 downloads/month
Ready-to-use OCR with 80+ languages supported.
JaidedAI/github.com/JaidedAI/EasyOCR / /1,994,874 downloads/month
HTTP security headers for Python web applications with ASGI and WSGI middleware.
TypeError/github.com/TypeError/secure / /1,970,109 downloads/month
Python Integration with the .NET Common Language Runtime (CLR).
pythonnet/github.com/pythonnet/pythonnet / /1,928,516 downloads/month
dogpile.cache is a next generation replacement for Beaker made by the same authors.
sqlalchemy/github.com/sqlalchemy/dogpile.cache / /1,926,863 downloads/month
Production-ready, capable and extensible ASGI Web framework.
litestar-org/github.com/litestar-org/litestar / /1,773,779 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 / /1,718,695 downloads/month
Auto-generates API documentation for Python projects.
mitmproxy/github.com/mitmproxy/pdoc / /1,681,296 downloads/month
A fast and reliable background task processing library for Python 3.
Bogdanp/github.com/Bogdanp/dramatiq / /1,680,985 downloads/month
A Python Object-Document-Mapper for working with MongoDB.
MongoEngine/github.com/MongoEngine/mongoengine / /1,654,428 downloads/month
A library to control and monitor input devices.
moses-palmer/github.com/moses-palmer/pynput / /1,644,931 downloads/month
Convert Chinese hanzi (漢字) to pinyin (拼音).
mozillazg/github.com/mozillazg/python-pinyin / /1,628,510 downloads/month
A cross platform Bluetooth Low Energy Client for Python using asyncio.
hbldh/github.com/hbldh/bleak / /1,568,652 downloads/month
Fast statistical forecasting models such as ARIMA, ETS, and Theta, compiled with numba.
Nixtla/github.com/Nixtla/statsforecast / /1,490,356 downloads/month
An asynchronous Python object-document mapper (ODM) for MongoDB.
BeanieODM/github.com/BeanieODM/beanie / /1,488,106 downloads/month
Expressive statecharts and finite state machines with a declarative API, in sync and async codebases.
fgmacedo/github.com/fgmacedo/python-statemachine / /1,442,361 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 / /1,423,689 downloads/month
A library and command-line utility for rendering project templates.
copier-org/github.com/copier-org/copier / /1,413,059 downloads/month
Rope is a python refactoring library.
python-rope/github.com/python-rope/rope / /1,385,124 downloads/month
Inspect variables, expressions, and program execution with a single, simple function call.
gruns/github.com/gruns/icecream / /1,362,068 downloads/month
Advanced Python REPL built on top of the python-prompt-toolkit.
prompt-toolkit/github.com/prompt-toolkit/ptpython / /1,352,007 downloads/month
A lightweight cross-platform native wrapper around a webview component.
r0x0r/github.com/r0x0r/pywebview/ / /1,344,320 downloads/month
Python framework for web automation & testing, with stealth options.
seleniumbase/github.com/seleniumbase/SeleniumBase / /1,342,323 downloads/month
Probabilistic programming and Bayesian modeling in Python.
pymc-devs/github.com/pymc-devs/pymc / /1,342,239 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 / /1,339,200 downloads/month
A modern Django admin theme for building dashboards, internal tools, and business applications.
unfoldadmin/github.com/unfoldadmin/django-unfold / /1,322,237 downloads/month
A full-screen, console-based Python debugger.
inducer/github.com/inducer/pudb / /1,306,758 downloads/month
Multilingual OCR and document parsing toolkit based on PaddlePaddle.
PaddlePaddle/github.com/PaddlePaddle/PaddleOCR / /1,289,876 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 / /1,285,741 downloads/month
A framework for building asynchronous services over Apache Kafka, RabbitMQ, NATS, MQTT and Redis.
ag2ai/github.com/ag2ai/faststream / /1,275,461 downloads/month
Fully featured framework for fast, easy and documented API development with Flask.
python-restx/github.com/python-restx/flask-restx / /1,266,788 downloads/month
A low-overhead tool that traces and visualizes Python code execution.
gaogaotiantian/github.com/gaogaotiantian/viztracer / /1,223,637 downloads/month
A unified scikit-learn-style framework for forecasting and other time-series learning tasks.
sktime/github.com/sktime/sktime / /1,185,433 downloads/month
Python library and CLI tool for converting text to speech using Google Translate TTS.
pndurette/github.com/pndurette/gTTS / /1,164,245 downloads/month
Python bindings for MagickWand, C API for ImageMagick.
emcconville/github.com/emcconville/wand / /1,146,258 downloads/month
A financial data interface library, with data provided for academic research only.
akfamily/github.com/akfamily/akshare / /1,105,652 downloads/month
Cognitive complexity analysis for Python code, written in Rust.
rohaquinlop/github.com/rohaquinlop/complexipy / /1,062,219 downloads/month
Diagram as Code.
mingrammer/github.com/mingrammer/diagrams / /1,016,784 downloads/month
A set of type-safe monads, transformers, and composition utilities.
dry-python/github.com/dry-python/returns / /973,516 downloads/month
Approximate Nearest Neighbors in C++/Python optimized for memory usage.
spotify/github.com/spotify/annoy / /960,742 downloads/month
Faster, lower-memory LLM fine-tuning, as a Python library or a desktop app.
unslothai/github.com/unslothai/unsloth / /959,535 downloads/month
A binding for libvips, a fast image processing library with low memory needs.
libvips/github.com/libvips/pyvips / /958,911 downloads/month
Multi-vendor library to simplify CLI connections to network devices.
ktbyers/github.com/ktbyers/netmiko / /958,270 downloads/month
An easy-to-use, Python-based UI framework, which shows up in your web browser.
zauberzeug/github.com/zauberzeug/nicegui / /940,073 downloads/month
An admin interface for SQLAlchemy models in FastAPI and Starlette.
smithyhq/github.com/smithyhq/sqladmin / /932,094 downloads/month
Python CLI utility and library for manipulating SQLite databases.
simonw/github.com/simonw/sqlite-utils / /912,265 downloads/month
Implementation of per-object permissions for Django.
django-guardian/github.com/django-guardian/django-guardian / /907,470 downloads/month
Library for downloading structured data from SEC EDGAR filings and XBRL financial statements.
dgunning/github.com/dgunning/edgartools / /867,897 downloads/month
A cartographic python library with matplotlib support.
SciTools/github.com/SciTools/cartopy / /855,054 downloads/month
An IBM-backed quantum SDK for building, simulating, and running circuits on real quantum hardware.
Qiskit/github.com/Qiskit/qiskit / /835,361 downloads/month
A Flask/Marshmallow-based REST API framework with automatic OpenAPI documentation.
marshmallow-code/github.com/marshmallow-code/flask-smorest / /788,293 downloads/month
PyTorch implementations of Stable Baselines (deep) reinforcement learning algorithms.
DLR-RM/github.com/DLR-RM/stable-baselines3 / /764,935 downloads/month
The Stanford NLP Group's official Python library, supporting 60+ languages.
stanfordnlp/github.com/stanfordnlp/stanza / /764,740 downloads/month
A port of the django-debug-toolbar to flask.
pallets-eco/github.com/pallets-eco/flask-debugtoolbar / /761,677 downloads/month
Python Bindings for GLib/GObject/GIO/GTK.
GNOME/github.com/GNOME/pygobject / /729,209 downloads/month
Compiles Python programs into high-performance standalone executables (cross-platform).
Nuitka/github.com/Nuitka/Nuitka / /634,892 downloads/month
A modern and customizable python UI-library based on Tkinter.
TomSchimansky/github.com/tomschimansky/customtkinter / /629,099 downloads/month
Python bindings for MPI.
mpi4py/github.com/mpi4py/mpi4py / /625,124 downloads/month
The official Python client for the Meilisearch search engine.
meilisearch/github.com/meilisearch/meilisearch-python / /624,867 downloads/month
A software construction tool.
SCons/github.com/SCons/scons / /614,334 downloads/month
A command line HTTP client, a user-friendly cURL replacement.
httpie/github.com/httpie/cli / /612,589 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 / /611,473 downloads/month
A Django content management system.
wagtail/github.com/wagtail/wagtail / /607,336 downloads/month
The fastest way to create an HTML app.
AnswerDotAI/github.com/AnswerDotAI/fasthtml / /577,633 downloads/month
Run and fine-tune large language models on Apple Silicon with MLX.
ml-explore/github.com/ml-explore/mlx-lm / /547,306 downloads/month
A Python serverless microframework for AWS.
aws/github.com/aws/chalice / /530,701 downloads/month
A minimal PyPI server for uploading and installing packages with pip.
pypiserver/github.com/pypiserver/pypiserver / /526,965 downloads/month
A task runner and build tool.
pydoit/github.com/pydoit/doit / /516,614 downloads/month
An actively developed drop-in replacement with new features and performance improvements (pygame fork).
pygame-community/github.com/pygame-community/pygame-ce / /505,206 downloads/month
A tiny but powerful app providing object-level permissions to Django, without requiring a database.
dfunckt/github.com/dfunckt/django-rules / /485,234 downloads/month
A context database for AI agents that unifies memory, resources, and skills.
volcengine/github.com/volcengine/OpenViking / /449,612 downloads/month
A process-based discrete-event simulation framework.
gitlab.com/team-simpy/simpy /414,214 downloads/month
A high-performance, high-precision CPU, GPU, and memory profiler for Python.
plasma-umass/github.com/plasma-umass/scalene / /387,284 downloads/month
A Python-powered shell. Full-featured and cross-platform.
xonsh/github.com/xonsh/xonsh/ / /385,212 downloads/month
A CTF framework and exploit development library.
Gallopsled/github.com/Gallopsled/pwntools / /347,590 downloads/month
A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
dashingsoft/github.com/dashingsoft/pyarmor / /318,183 downloads/month
A Python library for causal and probabilistic reasoning with graphical models.
pgmpy/github.com/pgmpy/pgmpy / /312,166 downloads/month
A framework for building reactive, full-stack web applications entirely with Python.
reflex-dev/github.com/reflex-dev/reflex / /311,412 downloads/month
A tool to analyze Python code.
prospector-dev/github.com/prospector-dev/prospector / /304,469 downloads/month
Implementing a comprehensive number of colour theory transformations and algorithms.
colour-science/github.com/colour-science/colour / /286,320 downloads/month
A jazzy skin for the Django Admin-Interface.
sehmaschine/github.com/sehmaschine/django-grappelli / /283,389 downloads/month
Industrial-grade speech recognition toolkit with speaker diarization and emotion detection.
modelscope/github.com/modelscope/FunASR / /282,645 downloads/month
Cross-platform GUI framework for building modern apps in pure Python.
flet-dev/github.com/flet-dev/flet / /275,034 downloads/month
Yet another Gmail/SMTP client.
kootenpv/github.com/kootenpv/yagmail / /258,468 downloads/month
A fast Python implementation of collaborative filtering for implicit datasets.
benfred/github.com/benfred/implicit / /236,337 downloads/month
Quantum Toolbox in Python.
qutip/github.com/qutip/qutip / /233,786 downloads/month
PostgreSQL CLI with autocompletion and syntax highlighting.
dbcli/github.com/dbcli/pgcli / /227,979 downloads/month
Modular search for Django.
django-haystack/github.com/django-haystack/django-haystack / /214,916 downloads/month
Turns Python code into shell commands and runs them on your servers.
pyinfra-dev/github.com/pyinfra-dev/pyinfra / /208,018 downloads/month
A simple GPU-accelerated Python GUI framework.
hoffstadt/github.com/hoffstadt/DearPyGui / /207,418 downloads/month
A lightweight Python web API framework based on Flask, supporting marshmallow schemas and Pydantic models.
apiflask/github.com/apiflask/apiflask / /191,647 downloads/month
3D game engine developed jointly by Disney and contributors from around the world.
panda3d/github.com/panda3d/panda3d / /190,706 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 / /188,785 downloads/month
An open-source framework for cross-platform GUI apps on desktop, mobile, and embedded platforms.
kivy/github.com/kivy/kivy / /183,366 downloads/month
A cross-platform GUI toolkit that wraps the wxWidgets C++ library.
wxWidgets/github.com/wxWidgets/Phoenix / /177,319 downloads/month
A Python toolbox for seismology.
obspy/github.com/obspy/obspy / /176,830 downloads/month
An adaptive personal AI assistant that grows with you.
NousResearch/github.com/NousResearch/hermes-agent / /161,987 downloads/month
A cross-platform library for quantum computing, quantum machine learning, and quantum chemistry.
PennyLaneAI/github.com/PennyLaneAI/pennylane / /160,774 downloads/month
sklearn compatible API with the widest toolset for feature engineering and selection.
feature-engine/github.com/feature-engine/feature_engine / /160,204 downloads/month
Infrastructure automation and management system.
saltstack/github.com/saltstack/salt / /132,885 downloads/month
An animation engine for explanatory math videos.
ManimCommunity/github.com/ManimCommunity/manim / /125,521 downloads/month
Converts Python scripts into standalone executables and installers for Windows, macOS, and Linux.
marcelotduarte/github.com/marcelotduarte/cx_Freeze / /125,175 downloads/month
Cross-vendor API to manipulate network devices.
napalm-automation/github.com/napalm-automation/napalm / /123,581 downloads/month
The open-source tool for building high-quality datasets and computer vision models.
voxel51/github.com/voxel51/fiftyone / /114,722 downloads/month
A deduplicating archiver with compression and encryption.
borgbackup/github.com/borgbackup/borg / /114,012 downloads/month
PyPI server and packaging/testing/release tool.
devpi/github.com/devpi/devpi / /105,078 downloads/month
A tmux session manager.
tmux-python/github.com/tmux-python/tmuxp / /100,766 downloads/month
The easy-to-use and developer-friendly enterprise CMS powered by Django.
django-cms/github.com/django-cms/django-cms / /100,553 downloads/month
A package to create full-screen text UIs (from interactive forms to ASCII animations).
peterbrittain/github.com/peterbrittain/asciimatics / /95,819 downloads/month
A Google-developed framework focused on hardware-aware quantum circuit design for NISQ devices.
quantumlib/github.com/quantumlib/Cirq / /85,222 downloads/month
A pure Python HTML5 parser that sanitizes untrusted HTML by default.
EmilStenstrom/github.com/EmilStenstrom/justhtml/ / /83,664 downloads/month
MySQL CLI with autocompletion and syntax highlighting.
dbcli/github.com/dbcli/mycli / /82,181 downloads/month
A scikit for building and analyzing recommender systems.
NicolasHug/github.com/NicolasHug/Surprise / /70,672 downloads/month
Hunt down social media accounts by username across social networks.
sherlock-project/github.com/sherlock-project/sherlock / /63,183 downloads/month
A financial data platform for analysts, quants and AI agents.
openbq-org/github.com/openbq-org/OpenBB / /61,611 downloads/month
An agent-based modeling framework for building, analyzing, and visualizing complex system simulations.
mesa/github.com/mesa/mesa / /51,092 downloads/month
SQLite CLI with autocompletion and syntax highlighting.
dbcli/github.com/dbcli/litecli / /49,586 downloads/month
A music library manager and MusicBrainz tagger.
beetbox/github.com/beetbox/beets / /46,630 downloads/month
Static site generator that supports Markdown and reST syntax.
getpelican/github.com/getpelican/pelican / /44,815 downloads/month
Automatic SQL injection and database takeover tool.
sqlmapproject/github.com/sqlmapproject/sqlmap / /43,839 downloads/month
A lightweight, in-process vector database that embeds directly into applications.
alibaba/github.com/alibaba/zvec / /36,951 downloads/month
Official MongoDB database backend for Django.
mongodb/github.com/mongodb/django-mongodb-backend / /36,214 downloads/month
An easy-to-use library for creating 2D arcade games.
pythonarcade/github.com/pythonarcade/arcade / /34,562 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 / /25,894 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 / /19,079 downloads/month
A graph-native context and knowledge layer for AI agents with reasoning, provenance, and governance.
semantica-agi/github.com/semantica-agi/semantica / /16,300 downloads/month
A Python native, OS native GUI toolkit.
beeware/github.com/beeware/toga / /15,001 downloads/month
Redis CLI with autocompletion and syntax highlighting.
laixintao/github.com/laixintao/iredis / /12,625 downloads/month
A static website and blog generator.
getnikola/github.com/getnikola/nikola / /12,016 downloads/month
Paranoid text spacing.
vinta/github.com/vinta/pangu.py / /10,170 downloads/month
PyPI mirroring tool provided by Python Packaging Authority (PyPA).
pypa/github.com/pypa/bandersnatch/ / /10,088 downloads/month
A framework for fine-tuning and post-training large language models.
axolotl-ai-cloud/github.com/axolotl-ai-cloud/axolotl / /9,896 downloads/month
A Python version manager for Windows (rbenv-win fork).
pyenv-win/github.com/pyenv-win/pyenv-win / /4,412 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 / /3,199 downloads/month
Minimal examples of data structures and algorithms.
keon/github.com/keon/algorithms / /1,285 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 lean and efficient Python implementation for microcontrollers and constrained systems.
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.
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.

Know a project that belongs here?

Tell us what it does and why it stands out.