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

Awesome Python

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

326k+ stars on GitHub / Updated October 09, 2026 / Maintained by @vinta and @JinyangWang27

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Row number Tags
Python interface to Amazon Web Services.
boto/github.com/boto/boto3 / /2,490,204,445 downloads/month
An HTTP library with thread-safe connection pooling, file post, and more.
urllib3/github.com/urllib3/urllib3 / /1,379,819,149 downloads/month
HTTP Requests for Humans.
psf/github.com/psf/requests / /1,251,612,263 downloads/month
Universal character encoding detector, and a dependency of requests.
jawah/github.com/jawah/charset_normalizer / /1,245,001,233 downloads/month
A package designed to expose cryptographic primitives and recipes to Python developers.
pyca/github.com/pyca/cryptography / /1,113,017,827 downloads/month
The historical and still most widely used pyproject build backend.
pypa/github.com/pypa/setuptools / /965,962,543 downloads/month
A full-featured YAML framework for Python.
yaml/github.com/yaml/pyyaml / /956,067,906 downloads/month
A generic syntax highlighter.
pygments/github.com/pygments/pygments / /956,012,141 downloads/month
Extensions to the standard Python datetime module.
dateutil/github.com/dateutil/dateutil / /936,927,535 downloads/month
Data validation using Python type hints.
pydantic/github.com/pydantic/pydantic / /879,383,974 downloads/month
A package for creating beautiful command line interfaces in a composable way.
pallets/github.com/pallets/click/ / /857,061,716 downloads/month
A fundamental package for scientific computing with Python.
numpy/github.com/numpy/numpy / /837,469,024 downloads/month
A high-level async concurrency and networking framework that works on top of asyncio or trio.
agronholm/github.com/agronholm/anyio / /831,739,413 downloads/month
A mature full-featured Python testing tool.
Also see: awesome-pytest
pytest-dev/github.com/pytest-dev/pytest / /789,579,103 downloads/month
Replacement for __init__, __eq__, __repr__, etc. boilerplate in class definitions.
python-attrs/github.com/python-attrs/attrs / /720,580,806 downloads/month
Safely adds untrusted strings to HTML/XML markup.
pallets/github.com/pallets/markupsafe / /655,383,331 downloads/month
A next generation HTTP client for Python.
encode/github.com/encode/httpx / /643,905,054 downloads/month
Reads key-value pairs from a .env file and sets them as environment variables.
theskumar/github.com/theskumar/python-dotenv / /610,180,721 downloads/month
JSON Web Token implementation in Python.
jpadilla/github.com/jpadilla/pyjwt / /605,463,832 downloads/month
A library providing high-performance, easy-to-use data structures and data analysis tools.
pandas-dev/github.com/pandas-dev/pandas / /571,068,545 downloads/month
A modern and designer friendly templating language.
pallets/github.com/pallets/jinja / /561,146,746 downloads/month
A lightweight ASGI framework and toolkit for building high-performance async services.
Kludex/github.com/Kludex/starlette / /526,640,018 downloads/month
A lightning-fast ASGI server implementation.
Kludex/github.com/Kludex/uvicorn / /522,605,553 downloads/month
An implementation of JSON Schema for Python.
python-jsonschema/github.com/python-jsonschema/jsonschema / /492,939,412 downloads/month
Yet another URL library.
aio-libs/github.com/aio-libs/yarl / /478,372,592 downloads/month
Asynchronous HTTP client/server framework for asyncio and Python.
aio-libs/github.com/aio-libs/aiohttp / /473,576,981 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 / /472,354,842 downloads/month
Markdown parser with 100% CommonMark support, extensions, and syntax plugins.
executablebooks/github.com/executablebooks/markdown-it-py / /468,661,212 downloads/month
Pillow is the friendly PIL fork.
python-pillow/github.com/python-pillow/Pillow / /467,961,896 downloads/month
Fast, extensible progress bar for loops and CLI.
tqdm/github.com/tqdm/tqdm / /428,854,361 downloads/month
A library for building WebSocket servers and clients with a focus on correctness and simplicity.
python-websockets/github.com/python-websockets/websockets / /422,199,905 downloads/month
The package installer for Python.
pypa/github.com/pypa/pip / /421,287,705 downloads/month
A modern, fast, web framework for building APIs with standard Python type hints.
fastapi/github.com/fastapi/fastapi / /404,491,294 downloads/month
Settings management using Pydantic models with validation, loading from environment variables and secrets files.
pydantic/github.com/pydantic/pydantic-settings / /379,579,927 downloads/month
The Python SQL Toolkit and Object Relational Mapper.
Also see: awesome-sqlalchemy
sqlalchemy/github.com/sqlalchemy/sqlalchemy / /345,224,976 downloads/month
A very fast, easy-to-use and versatile library for handling HTML and XML.
lxml/github.com/lxml/lxml / /333,215,227 downloads/month
Modern, extensible build backend from the hatch project.
pypa/github.com/pypa/hatch / /333,214,216 downloads/month
HTTP/2-based RPC framework with Python bindings, built by Google.
grpc/github.com/grpc/grpc / /332,728,321 downloads/month
A Python library for creating PEG parsers.
pyparsing/github.com/pyparsing/pyparsing / /329,885,683 downloads/month
An extremely fast Python linter and code formatter.
astral-sh/github.com/astral-sh/ruff / /320,882,244 downloads/month
Simple, modern and fast file watching and code reload in python.
samuelcolvin/github.com/samuelcolvin/watchfiles / /315,578,158 downloads/month
Fundamental algorithms for scientific computing in Python.
scipy/github.com/scipy/scipy / /306,513,498 downloads/month
A cross-platform process and system utilities module.
giampaolo/github.com/giampaolo/psutil / /301,427,100 downloads/month
Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
www.crummy.com/software/BeautifulSoup/bs4/doc/ /296,168,642 downloads/month
Code coverage measurement.
coveragepy/github.com/coveragepy/coveragepy / /295,095,116 downloads/month
A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
openpyxl.readthedocs.io/en/stable/ /293,887,701 downloads/month
Cross-platform colored terminal text.
tartley/github.com/tartley/colorama / /257,121,603 downloads/month
Modern CLI framework that uses Python type hints. Built on Click.
fastapi/github.com/fastapi/typer / /255,716,687 downloads/month
HTTP/1.1 and HTTP/2 client with sync and async APIs, maintained by Pydantic (httpx fork).
pydantic/github.com/pydantic/httpx2 / /246,772,291 downloads/month
Extensible memoizing collections and decorators.
tkem/github.com/tkem/cachetools / /243,348,574 downloads/month
The official Python SDK for building Model Context Protocol servers and clients.
modelcontextprotocol/github.com/modelcontextprotocol/python-sdk / /243,030,675 downloads/month
A tool to create isolated Python environments.
pypa/github.com/pypa/virtualenv / /241,184,492 downloads/month
A generic and thorough implementation of the OAuth request-signing logic.
oauthlib/github.com/oauthlib/oauthlib / /232,899,362 downloads/month
More routines for operating on iterables, beyond itertools.
more-itertools/github.com/more-itertools/more-itertools / /232,802,326 downloads/month
Ultra fast asyncio event loop.
MagicStack/github.com/MagicStack/uvloop / /229,394,212 downloads/month
Fast and pure-Python implementation of sorted collections.
grantjenks/github.com/grantjenks/python-sortedcontainers / /219,759,378 downloads/month
The Python client for Redis.
redis/github.com/redis/redis-py / /209,070,456 downloads/month
A high-productivity software for complex networks.
networkx/github.com/networkx/networkx / /205,958,414 downloads/month
MessagePack serializer implementation for Python.
msgpack/github.com/msgpack/msgpack-python / /200,834,795 downloads/month
A library for building powerful interactive command lines.
prompt-toolkit/github.com/prompt-toolkit/python-prompt-toolkit / /191,205,100 downloads/month
The most popular Python library for Machine Learning with extensive documentation and community support.
scikit-learn/github.com/scikit-learn/scikit-learn / /190,015,170 downloads/month
Hyperfast and lightweight templating for the Python platform.
sqlalchemy/github.com/sqlalchemy/mako / /189,296,726 downloads/month
Fast, correct JSON library.
ijl/github.com/ijl/orjson / /189,257,114 downloads/month
Safely pass trusted data to untrusted environments and back.
pallets/github.com/pallets/itsdangerous / /170,805,437 downloads/month
A framework for building agents and LLM-powered applications.
langchain-ai/github.com/langchain-ai/langchain / /170,230,459 downloads/month
A static type checker for Python.
python/github.com/python/mypy / /169,422,247 downloads/month
Python binding to libsodium, a fork of the Networking and Cryptography (NaCl) library.
pyca/github.com/pyca/pynacl / /167,049,536 downloads/month
A comprehensive library for creating static, animated, and interactive visualizations.
matplotlib/github.com/matplotlib/matplotlib / /165,339,073 downloads/month
Parallel computing and disk-based caching for Python functions.
joblib/github.com/joblib/joblib / /164,976,416 downloads/month
Python character encoding detector.
chardet/github.com/chardet/chardet / /159,031,528 downloads/month
A framework for managing and maintaining multi-language pre-commit hooks.
pre-commit/github.com/pre-commit/pre-commit / /147,746,307 downloads/month
A microframework for Python.
Also see: awesome-flask
pallets/github.com/pallets/flask / /146,572,241 downloads/month
A PostgreSQL adapter for Python, the successor to psycopg2.
psycopg/github.com/psycopg/psycopg / /142,369,582 downloads/month
A fast Python in-process signal/event dispatching system.
pallets-eco/github.com/pallets-eco/blinker / /137,848,973 downloads/month
Sentry SDK for Python.
getsentry/github.com/getsentry/sentry-python / /134,431,474 downloads/month
A library capable of splitting, merging, cropping, and transforming PDF pages.
py-pdf/github.com/py-pdf/pypdf / /132,755,523 downloads/month
An extremely fast Python version, package and project manager, written in Rust.
astral-sh/github.com/astral-sh/uv / /132,491,249 downloads/month
A Python library for symbolic mathematics.
sympy/github.com/sympy/sympy / /131,609,443 downloads/month
Rapid fuzzy string matching using various string metrics, with a C++ core.
rapidfuzz/github.com/rapidfuzz/RapidFuzz / /121,477,428 downloads/month
The uncompromising Python code formatter.
psf/github.com/psf/black / /118,193,640 downloads/month
A fast PostgreSQL Database Client Library for Python/asyncio.
MagicStack/github.com/MagicStack/asyncpg / /113,005,589 downloads/month
A comprehensive library for building OAuth, OpenID Connect, and JWT/JWS/JWE/JWK/JWA.
authlib/github.com/authlib/authlib / /112,551,965 downloads/month
A non-validating SQL parser.
andialbrecht/github.com/andialbrecht/sqlparse / /111,680,115 downloads/month
The leading native Python SSHv2 protocol library.
paramiko/github.com/paramiko/paramiko / /106,312,865 downloads/month
An internationalization library for Python.
python-babel/github.com/python-babel/babel / /106,063,783 downloads/month
A Python module for creating Excel .xlsx files.
jmcnamara/github.com/jmcnamara/XlsxWriter / /103,714,313 downloads/month
A web framework and asynchronous networking library.
tornadoweb/github.com/tornadoweb/tornado / /103,461,347 downloads/month
Python version of the Playwright testing and automation library.
microsoft/github.com/microsoft/playwright-python / /101,799,381 downloads/month
A powerful interactive Python shell, and the kernel behind Jupyter notebooks.
ipython/github.com/ipython/ipython / /101,540,974 downloads/month
A pre-fork WSGI server with a native ASGI worker, ported from Ruby's Unicorn project.
benoitc/github.com/benoitc/gunicorn / /101,436,036 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 / /100,627,468 downloads/month
Creates, reads, and updates Microsoft Word (.docx) files.
python-openxml/github.com/python-openxml/python-docx / /99,920,288 downloads/month
Structured logging made easy.
hynek/github.com/hynek/structlog / /99,487,005 downloads/month
Working with XML feel like you are working with JSON.
martinblech/github.com/martinblech/xmltodict / /97,426,499 downloads/month
Call 100+ LLMs using OpenAI format.
BerriAI/github.com/BerriAI/litellm / /96,492,107 downloads/month
A Python implementation of John Gruber’s Markdown.
Python-Markdown/github.com/Python-Markdown/markdown / /95,702,267 downloads/month
A Python utility / library to sort imports.
PyCQA/github.com/PyCQA/isort / /94,270,733 downloads/month
API and shell utilities to monitor file system events.
gorakhargosh/github.com/gorakhargosh/watchdog / /90,238,515 downloads/month
Poetry's PEP 517 build backend, usable without Poetry itself.
python-poetry/github.com/python-poetry/poetry-core / /88,653,390 downloads/month
A fast library for extracting, rendering, and editing PDF and other document formats, built on MuPDF.
pymupdf/github.com/pymupdf/PyMuPDF / /87,136,076 downloads/month
A lightweight library for converting complex objects to and from simple Python datatypes.
marshmallow-code/github.com/marshmallow-code/marshmallow / /86,962,343 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 / /86,935,177 downloads/month
Pandas integration with AWS services like Athena, Glue, Redshift, S3, and DynamoDB.
aws/github.com/aws/aws-sdk-pandas / /85,496,834 downloads/month
Optimizing Static Compiler for Python.
cython/github.com/cython/cython / /79,343,011 downloads/month
A pure-Python MySQL and MariaDB client library, based on PEP 249.
PyMySQL/github.com/PyMySQL/PyMySQL / /76,417,963 downloads/month
A fast, Rust-backed drop-in replacement for Python's built-in uuid module.
aminalaee/github.com/aminalaee/uuid-utils / /72,800,306 downloads/month
Library which aims to bring enjoyable logging in Python.
Delgan/github.com/Delgan/loguru / /68,647,796 downloads/month
A Python package that generates fake data.
joke2k/github.com/joke2k/faker / /68,239,689 downloads/month
A Python slugify library that translates unicode to ASCII.
un33k/github.com/un33k/python-slugify / /67,926,783 downloads/month
The official Python client for MongoDB.
mongodb/github.com/mongodb/mongo-python-driver / /67,400,908 downloads/month
An open-source library for generating PDFs and graphics.
docs.reportlab.com/ /67,205,789 downloads/month
Python library for creating and updating PowerPoint (.pptx) files.
scanny/github.com/scanny/python-pptx / /67,118,086 downloads/month
A fast yet powerful Python Markdown parser with renderers and plugins.
lepture/github.com/lepture/mistune / /64,153,363 downloads/month
A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
pyinvoke/github.com/pyinvoke/invoke / /62,328,251 downloads/month
Manipulation and analysis of geometric objects in the Cartesian plane.
shapely/github.com/shapely/shapely / /62,163,436 downloads/month
Tensors and Dynamic neural networks in Python with strong GPU acceleration.
pytorch/github.com/pytorch/pytorch / /60,815,390 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 / /58,950,645 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 / /58,461,005 downloads/month
A framework for building interactive user interfaces that run in the terminal and the browser.
Textualize/github.com/Textualize/textual / /57,246,536 downloads/month
Convert HTML to Markdown, with customizable tag handling.
matthewwithanm/github.com/matthewwithanm/python-markdownify / /57,153,701 downloads/month
A high-level, Pythonic framework for building MCP servers and clients.
PrefectHQ/github.com/PrefectHQ/fastmcp / /56,131,422 downloads/month
A utility library for mocking out the requests Python library.
getsentry/github.com/getsentry/responses / /55,266,926 downloads/month
Hypothesis is an advanced Quickcheck style property based testing library.
HypothesisWorks/github.com/HypothesisWorks/hypothesis / /54,777,675 downloads/month
A community-maintained fork of PDFMiner for extracting information from PDF documents.
pdfminer/github.com/pdfminer/pdfminer.six / /54,773,357 downloads/month
A NumPy-aware JIT compiler for Python, using LLVM.
numba/github.com/numba/numba / /54,602,012 downloads/month
Python datetimes made easy.
python-pendulum/github.com/python-pendulum/pendulum / /54,001,714 downloads/month
A fast DataFrame library implemented in Rust with a Python API.
pola-rs/github.com/pola-rs/polars / /53,098,884 downloads/month
Interactive graphing library for Python.
plotly/github.com/plotly/plotly.py / /51,433,476 downloads/month
Apache Spark Python API.
apache/github.com/apache/spark / /48,973,685 downloads/month
Low-level orchestration framework for building stateful, long-running LLM agents.
langchain-ai/github.com/langchain-ai/langgraph / /47,390,957 downloads/month
An asynchronous task queue/job queue based on distributed message passing.
celery/github.com/celery/celery / /45,393,499 downloads/month
A leading platform for building Python programs to work with human language data.
nltk/github.com/nltk/nltk / /43,656,887 downloads/month
A high-level web framework that encourages rapid development and clean, pragmatic design.
Also see: awesome-django
django/github.com/django/django / /43,465,595 downloads/month
Full-featured static type checker for Python from Microsoft, the engine behind Pylance.
microsoft/github.com/microsoft/pyright / /42,979,576 downloads/month
An extremely fast Python type checker and language server.
astral-sh/github.com/astral-sh/ty / /42,879,399 downloads/month
Confluent's Python client for Apache Kafka, built on librdkafka.
confluentinc/github.com/confluentinc/confluent-kafka-python / /42,547,647 downloads/month
Python dependency management and packaging made easy.
python-poetry/github.com/python-poetry/poetry / /42,178,496 downloads/month
A wrapper around pycodestyle, pyflakes and McCabe.
PyCQA/github.com/PyCQA/flake8 / /41,104,209 downloads/month
The official low-level Python client for OpenSearch.
opensearch-project/github.com/opensearch-project/opensearch-py / /39,738,462 downloads/month
A fully customizable source code analyzer.
pylint-dev/github.com/pylint-dev/pylint / /39,514,355 downloads/month
A Python parser for human-readable dates in over 200 language locales.
scrapinghub/github.com/scrapinghub/dateparser / /39,393,018 downloads/month
A small, expressive ORM.
coleifer/github.com/coleifer/peewee / /39,359,129 downloads/month
Declarative statistical visualization library for Python.
vega/github.com/vega/altair / /39,331,357 downloads/month
A friendly library for async concurrency and I/O.
python-trio/github.com/python-trio/trio / /37,040,589 downloads/month
Parsing, formatting, storing and validating international phone numbers.
daviddrysdale/github.com/daviddrysdale/python-phonenumbers / /36,400,870 downloads/month
A light but powerful in-process task scheduler that lets you schedule functions.
agronholm/github.com/agronholm/apscheduler / /35,830,696 downloads/month
Python binding to the ammonia HTML sanitizer, a fast replacement for bleach.
messense/github.com/messense/nh3 / /35,681,274 downloads/month
The official low-level Python client for Elasticsearch.
elastic/github.com/elastic/elasticsearch-py / /34,626,624 downloads/month
Simple Python interface for creating and rendering Graphviz graphs.
xflr6/github.com/xflr6/graphviz / /34,564,018 downloads/month
A visual rendering engine for HTML and CSS that can export to PDF.
Kozea/github.com/Kozea/WeasyPrint / /33,787,858 downloads/month
Statistical modeling and econometrics in Python.
statsmodels/github.com/statsmodels/statsmodels / /33,699,157 downloads/month
Pythonic bindings for FFmpeg's libraries.
PyAV-Org/github.com/PyAV-Org/PyAV / /33,061,835 downloads/month
A fast serialization and validation library with built-in support for JSON, MessagePack, YAML, and TOML.
msgspec/github.com/msgspec/msgspec / /31,725,416 downloads/month
Open Source Computer Vision Library.
opencv/github.com/opencv/opencv-python / /31,134,033 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 / /31,037,781 downloads/month
A scalable, portable, and distributed gradient boosting library.
dmlc/github.com/dmlc/xgboost / /30,481,495 downloads/month
A pure Python QR Code generator.
lincolnloop/github.com/lincolnloop/python-qrcode / /29,444,855 downloads/month
A web-based notebook environment for interactive computing.
Also see: awesome-jupyter
jupyter/github.com/jupyter/notebook / /29,406,529 downloads/month
The official ClickHouse client, with SQLAlchemy and Superset connectors.
ClickHouse/github.com/ClickHouse/clickhouse-connect / /29,254,585 downloads/month
Python bindings for Selenium WebDriver.
SeleniumHQ/github.com/SeleniumHQ/selenium / /29,087,943 downloads/month
Statistical data visualization using Matplotlib.
mwaskom/github.com/mwaskom/seaborn / /28,400,244 downloads/month
An ODBC bridge for connecting to SQL Server and any other ODBC-accessible database.
mkleehammer/github.com/mkleehammer/pyodbc / /28,157,749 downloads/month
Audits Python environments and dependency trees for known vulnerabilities, using the Python Packaging Advisory Database or OSV.
pypa/github.com/pypa/pip-audit / /27,989,572 downloads/month
A flexible parallel computing library for analytic computing.
dask/github.com/dask/dask / /27,725,418 downloads/month
ASCII transliterations of Unicode text.
avian2/github.com/avian2/unidecode / /26,982,963 downloads/month
A coroutine-based Python networking library that uses greenlet.
gevent/github.com/gevent/gevent / /26,411,086 downloads/month
SQLite and file backed cache backend, compatible with Django.
grantjenks/github.com/grantjenks/python-diskcache / /25,592,404 downloads/month
A Python interface to the libmagic file type identification library.
ahupp/github.com/ahupp/python-magic / /25,470,619 downloads/month
A powerful and flexible toolkit to build web APIs.
encode/github.com/encode/django-rest-framework / /25,395,821 downloads/month
A tool designed to find common security issues in Python code.
PyCQA/github.com/PyCQA/bandit / /25,277,451 downloads/month
A Python library for (scientific) image processing.
scikit-image/github.com/scikit-image/scikit-image / /25,135,988 downloads/month
Mock HTTPX with awesome request patterns and response side effects.
lundberg/github.com/lundberg/respx / /24,853,160 downloads/month
SQLModel is based on Python type annotations, and powered by Pydantic and SQLAlchemy.
fastapi/github.com/fastapi/sqlmodel / /24,780,130 downloads/month
Efficient, Pythonic bidirectional map data structures and related functionality.
jab/github.com/jab/bidict / /24,168,618 downloads/month
An audio library for reading and writing sound files, based on libsndfile, CFFI, and NumPy.
bastibe/github.com/bastibe/python-soundfile / /23,934,681 downloads/month
A set of pure-Python utilities.
mahmoud/github.com/mahmoud/boltons / /23,702,914 downloads/month
A linter that enforces architectural constraints on imports between Python modules.
seddonym/github.com/seddonym/import-linter / /23,021,934 downloads/month
Record and replay HTTP interactions on your tests.
kevin1024/github.com/kevin1024/vcrpy / /21,929,849 downloads/month
A library for industrial-strength natural language processing in Python and Cython.
explosion/github.com/explosion/spaCy / /21,750,309 downloads/month
A test fixtures replacement for Python.
FactoryBoy/github.com/FactoryBoy/factory_boy / /21,277,386 downloads/month
Travel through time in your tests by mocking the current time at the C level.
adamchainz/github.com/adamchainz/time-machine / /21,085,094 downloads/month
A framework which lets you build dashboards, generate reports, or create chat apps in minutes.
streamlit/github.com/streamlit/streamlit / /20,548,564 downloads/month
A sampling profiler for Python programs. Written in Rust.
benfred/github.com/benfred/py-spy / /19,876,751 downloads/month
A data quality framework for validating, documenting, and profiling data with declarative expectations.
fivetran/github.com/fivetran/great_expectations / /19,275,239 downloads/month
A fast, distributed, high performance gradient boosting framework.
lightgbm-org/github.com/lightgbm-org/LightGBM / /19,243,693 downloads/month
Python Documentation generator.
Also see: awesome-sphinxdoc
sphinx-doc/github.com/sphinx-doc/sphinx/ / /18,554,435 downloads/month
A library for creating command line interfaces from absolutely any Python object.
google/github.com/google/python-fire / /18,399,803 downloads/month
Easy Pythonic way to download market and financial data from Yahoo Finance.
ranaroussi/github.com/ranaroussi/yfinance / /18,357,820 downloads/month
The official Python driver for Oracle Database, successor to cx_Oracle.
oracle/github.com/oracle/python-oracledb / /18,299,894 downloads/month
A wrapper for the Tesseract OCR engine.
madmaze/github.com/madmaze/pytesseract / /17,765,218 downloads/month
Manipulate audio with a simple and easy high level interface.
jiaaro/github.com/jiaaro/pydub / /17,676,153 downloads/month
A generator library for concise, unambiguous and URL-safe UUIDs.
skorokithakis/github.com/skorokithakis/shortuuid / /17,645,515 downloads/month
uv's fast, minimal build backend for pure-Python projects.
astral-sh/github.com/astral-sh/uv / /16,815,419 downloads/month
MySQL and MariaDB connector (MySQLdb1 fork).
PyMySQL/github.com/PyMySQL/mysqlclient / /16,647,444 downloads/month
Universal feed parser.
kurtmckee/github.com/kurtmckee/feedparser / /16,220,032 downloads/month
Radically simplified static file serving for WSGI applications, with compression and caching headers.
evansd/github.com/evansd/whitenoise / /15,283,140 downloads/month
Python tool for converting files and office documents to Markdown.
microsoft/github.com/microsoft/markitdown / /15,189,370 downloads/month
Auto builds and tests distributions in multiple Python versions.
tox-dev/github.com/tox-dev/tox / /15,072,602 downloads/month
A tool for finding and analyzing dead Python code.
jendrikseipp/github.com/jendrikseipp/vulture / /14,990,832 downloads/month
Makes Unicode text less broken and more consistent automagically.
rspeer/github.com/rspeer/python-ftfy / /14,445,243 downloads/month
Hydra is a framework for elegantly configuring complex applications.
hydra-ecosystem/github.com/hydra-ecosystem/hydra / /14,388,277 downloads/month
IPython-enabled pdb.
gotcha/github.com/gotcha/ipdb / /14,374,284 downloads/month
A unified framework for scaling AI and Python applications.
ray-project/github.com/ray-project/ray/ / /14,355,446 downloads/month
Python tools for geographic data (GeoSeries/GeoDataFrame) built on pandas.
geopandas/github.com/geopandas/geopandas / /14,310,524 downloads/month
Python Extensions for Windows.
mhammond/github.com/mhammond/pywin32 / /14,272,553 downloads/month
An event-driven networking engine.
twisted/github.com/twisted/twisted / /13,887,357 downloads/month
The observability platform for Python, from the makers of Pydantic.
pydantic/github.com/pydantic/logfire / /13,829,087 downloads/month
A tool for gathering text and metadata from the web, with built-in content filtering.
adbar/github.com/adbar/trafilatura / /13,824,501 downloads/month
A command-line program to download videos from YouTube and other video sites, a fork of youtube-dl.
yt-dlp/github.com/yt-dlp/yt-dlp / /13,494,049 downloads/month
A little task queue with multi-process, multi-thread, or greenlet workers.
coleifer/github.com/coleifer/huey / /13,204,437 downloads/month
OpenAI's framework for building and managing AI agents.
openai/github.com/openai/openai-agents-python / /13,059,011 downloads/month
Python serial port access library for Windows, macOS, Linux, and BSD.
pyserial/github.com/pyserial/pyserial / /13,044,930 downloads/month
A collection of custom storage back ends for Django.
jschneier/github.com/jschneier/django-storages / /12,973,437 downloads/month
An asyncio SMTP client.
cole/github.com/cole/aiosmtplib / /12,578,817 downloads/month
An end-to-end machine learning platform from Google.
tensorflow/github.com/tensorflow/tensorflow / /12,531,598 downloads/month
A documentation framework and Material Design theme built on MkDocs.
squidfunk/github.com/squidfunk/mkdocs-material / /12,362,703 downloads/month
A mock data generation library based on type hints (continuation of pydantic-factories).
litestar-org/github.com/litestar-org/polyfactory / /11,976,913 downloads/month
A high-level deep learning library with support for JAX, TensorFlow, and PyTorch backends.
keras-team/github.com/keras-team/keras / /11,700,449 downloads/month
Python driver with native interface for ClickHouse.
mymarilyn/github.com/mymarilyn/clickhouse-driver / /11,437,943 downloads/month
A memory profiler that tracks allocations in Python code, native extensions, and the interpreter itself.
bloomberg/github.com/bloomberg/memray / /11,418,176 downloads/month
Python Geocoding Toolbox.
geopy/github.com/geopy/geopy / /11,391,113 downloads/month
Pure-Python RabbitMQ/AMQP 0-9-1 client library.
pika/github.com/pika/pika / /11,385,684 downloads/month
Parsing and analyzing ELF files and DWARF debugging information.
eliben/github.com/eliben/pyelftools / /10,962,788 downloads/month
Converts Python programs into stand-alone executables (cross-platform).
pyinstaller/github.com/pyinstaller/pyinstaller / /10,646,302 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 / /10,512,222 downloads/month
A Whisper reimplementation on CTranslate2, up to 4 times faster than openai-whisper with less memory.
SYSTRAN/github.com/SYSTRAN/faster-whisper / /10,430,315 downloads/month
Google's code-first toolkit for building, evaluating, and deploying AI agents.
google/github.com/google/adk-python / /10,367,925 downloads/month
Deep learning framework to train, deploy, and ship AI products Lightning fast.
Lightning-AI/github.com/Lightning-AI/pytorch-lightning / /10,156,328 downloads/month
Scalable user load testing tool written in Python.
locustio/github.com/locustio/locust / /9,764,290 downloads/month
Simple job queues for Python.
rq/github.com/rq/rq / /9,459,384 downloads/month
A statistical wall-clock profiler with low overhead and readable call-tree output.
joerick/github.com/joerick/pyinstrument / /9,382,346 downloads/month
A library for high-performance numerical computing with automatic differentiation and JIT compilation.
jax-ml/github.com/jax-ml/jax / /9,311,538 downloads/month
Display various debug information for Django.
django-commons/github.com/django-commons/django-debug-toolbar / /9,133,072 downloads/month
Python library for audio and music analysis.
librosa/github.com/librosa/librosa / /9,025,099 downloads/month
A library for extracting structured data from LLMs, powered by Pydantic.
567-labs/github.com/567-labs/instructor / /8,894,684 downloads/month
A data validation library for dataframes, with support for pandas, polars, PySpark, and more.
unionai-oss/github.com/unionai-oss/pandera / /8,773,533 downloads/month
A library for parameter-efficient fine-tuning of large pretrained models.
huggingface/github.com/huggingface/peft / /8,567,434 downloads/month
WebSocket & WAMP for Python on Twisted and asyncio.
crossbario/github.com/crossbario/autobahn-python / /8,524,727 downloads/month
A real-time monitor and web admin for Celery task queues.
mher/github.com/mher/flower / /8,465,484 downloads/month
An orchestration platform for the development, production, and observation of data assets.
dagster-io/github.com/dagster-io/dagster / /8,388,912 downloads/month
A fast type checker and language server for Python.
facebook/github.com/facebook/pyrefly / /8,268,155 downloads/month
Make websites accessible for AI agents with easy browser automation.
browser-use/github.com/browser-use/browser-use / /8,216,249 downloads/month
A radically simple IT automation platform.
ansible/github.com/ansible/ansible / /8,083,011 downloads/month
The Eclipse Paho MQTT client for Python.
eclipse-paho/github.com/eclipse-paho/paho.mqtt.python / /7,959,182 downloads/month
A developer-friendly embedded retrieval database for multimodal AI.
lancedb/github.com/lancedb/lancedb / /7,870,440 downloads/month
Supervisor process control system for UNIX.
Supervisor/github.com/Supervisor/supervisor / /7,736,192 downloads/month
A simple, Pythonic tool for remote execution and deployment.
fabric/github.com/fabric/fabric / /7,658,678 downloads/month
Airflow is a platform to programmatically author, schedule and monitor workflows.
apache/github.com/apache/airflow / /7,298,317 downloads/month
A Python module to handle audio metadata.
quodlibet/github.com/quodlibet/mutagen / /7,294,507 downloads/month
A fast and simple micro-framework distributed as a single file with no dependencies.
bottlepy/github.com/bottlepy/bottle / /7,290,052 downloads/month
Modern, extensible Python project manager for environments, builds, and publishing.
pypa/github.com/pypa/hatch / /7,289,903 downloads/month
A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
PrefectHQ/github.com/PrefectHQ/prefect / /7,289,286 downloads/month
A fancy and practical functional tools.
Suor/github.com/Suor/funcy / /7,048,492 downloads/month
A command-line utility that creates projects from cookiecutters (project templates).
cookiecutter/github.com/cookiecutter/cookiecutter / /7,038,915 downloads/month
A full-fledged subprocess replacement for Python.
amoffat/github.com/amoffat/sh / /6,887,475 downloads/month
A framework for building data apps and dashboards in pure Python, built on Plotly.
plotly/github.com/plotly/dash / /6,872,259 downloads/month
An open-source embedding database for building AI applications with embeddings and semantic search.
chroma-core/github.com/chroma-core/chroma / /6,773,919 downloads/month
Multi-threaded, powers Pyramid.
Pylons/github.com/Pylons/waitress / /6,700,096 downloads/month
An ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn.
pgjones/github.com/pgjones/hypercorn / /6,668,836 downloads/month
An implementation of figlet written in Python.
pwaller/github.com/pwaller/pyfiglet / /6,304,067 downloads/month
A GraphQL library that leverages Python type annotations for schema definition.
strawberry-graphql/github.com/strawberry-graphql/strawberry / /6,222,674 downloads/month
A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
urwid/github.com/urwid/urwid / /6,072,761 downloads/month
A task runner that defines tasks in pyproject.toml and works with poetry or uv.
nat-n/github.com/nat-n/poethepoet / /5,911,044 downloads/month
Python job scheduling for humans.
dbader/github.com/dbader/schedule / /5,874,734 downloads/month
Cheminformatics and Machine Learning Software.
rdkit/github.com/rdkit/rdkit / /5,754,330 downloads/month
A fast, scalable, high performance gradient boosting on decision trees library.
catboost/github.com/catboost/catboost / /5,729,178 downloads/month
A Python agent framework for building generative AI applications with structured schemas.
pydantic/github.com/pydantic/pydantic-ai / /5,715,000 downloads/month
A framework for programming, not prompting, language models.
stanfordnlp/github.com/stanfordnlp/dspy / /5,691,118 downloads/month
Operate and manipulate physical quantities with units and dimensional analysis.
hgrecco/github.com/hgrecco/pint / /5,678,084 downloads/month
Interactive Web Plotting for Python.
bokeh/github.com/bokeh/bokeh / /5,470,222 downloads/month
A modern datetime library, type-safe and DST-safe, in Rust or pure Python.
ariebovenberg/github.com/ariebovenberg/whenever / /5,460,071 downloads/month
Authentication app for Django that "just works."
pennersr/github.com/pennersr/django-allauth / /5,359,819 downloads/month
Build and share machine learning apps, all in Python.
gradio-app/github.com/gradio-app/gradio / /5,328,024 downloads/month
A module for Tabular Datasets in XLS, CSV, JSON, YAML.
jazzband/github.com/jazzband/tablib / /5,211,603 downloads/month
A library that provides pre-trained diffusion models for generating and editing images, audio, and video.
huggingface/github.com/huggingface/diffusers / /5,155,902 downloads/month
Brings WebSocket, long-poll HTTP, and other async support to Django.
django/github.com/django/channels / /5,155,823 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 / /5,149,382 downloads/month
A general-purpose automatic speech recognition model trained on 680k hours of multilingual and multitask supervised data.
openai/github.com/openai/whisper / /5,137,853 downloads/month
Dynaconf is a configuration manager with plugins for Django and Flask.
dynaconf/github.com/dynaconf/dynaconf / /5,057,007 downloads/month
An OAuth 2.0 authorization server for Django.
django-oauth/github.com/django-oauth/django-oauth-toolkit / /4,983,678 downloads/month
The most popular Chinese text segmentation library.
fxsjy/github.com/fxsjy/jieba / /4,829,766 downloads/month
Biopython is a set of freely available tools for biological computation.
biopython/github.com/biopython/biopython / /4,781,120 downloads/month
Python dictionaries with advanced dot notation access.
cdgriffith/github.com/cdgriffith/Box / /4,667,998 downloads/month
A fast high-level web crawling and scraping framework.
scrapy/github.com/scrapy/scrapy / /4,566,714 downloads/month
A tool for building self-contained Python executable environments (PEP 441 zipapps).
pex-tool/github.com/pex-tool/pex / /4,559,515 downloads/month
Ultralytics YOLO for object detection, segmentation, pose estimation, classification, and tracking.
ultralytics/github.com/ultralytics/ultralytics / /4,430,889 downloads/month
An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
mitmproxy/github.com/mitmproxy/mitmproxy / /4,410,728 downloads/month
A library for reading audio file metadata of MP3, MP4, WAV, OGG, FLAC, WMA, and AIFF files.
tinytag/github.com/tinytag/tinytag / /4,404,546 downloads/month
A module for script-based movie editing with many formats, including animated GIFs.
Zulko/github.com/Zulko/moviepy / /4,375,873 downloads/month
Easy, generic parser combinator library for creating parsers.
python-parsy/github.com/python-parsy/parsy / /4,249,210 downloads/month
A tool for producing forecasts for time series with multiple seasonality and trend changes.
facebook/github.com/facebook/prophet / /4,084,637 downloads/month
A spec-first framework that automatically handles requests based on your OpenAPI specification.
spec-first/github.com/spec-first/connexion / /4,031,779 downloads/month
Fast, Django REST framework based on type hints and Pydantic.
vitalik/github.com/vitalik/django-ninja / /4,009,699 downloads/month
A generic test automation framework.
robotframework/github.com/robotframework/robotframework / /3,934,568 downloads/month
Flexible test automation for Python.
wntrblm/github.com/wntrblm/nox / /3,910,139 downloads/month
A standard API for reinforcement learning environments with popular reference environments (gym successor).
Farama-Foundation/github.com/Farama-Foundation/Gymnasium / /3,770,179 downloads/month
A tiny, document-oriented database.
msiemens/github.com/msiemens/tinydb / /3,750,674 downloads/month
Install and Run Python Applications in Isolated Environments. Like npx in Node.js.
pypa/github.com/pypa/pipx / /3,729,708 downloads/month
The Python Driver for Apache Cassandra.
apache/github.com/apache/cassandra-python-driver / /3,621,347 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 / /3,534,784 downloads/month
A portable Python dataframe library with a single API for 20+ backends.
ibis-project/github.com/ibis-project/ibis / /3,523,888 downloads/month
A tool for automatic property-based testing of web APIs from OpenAPI or GraphQL schemas.
schemathesis/github.com/schemathesis/schemathesis / /3,432,533 downloads/month
A brilliant packet manipulation library.
secdev/github.com/secdev/scapy / /3,378,020 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 / /3,310,739 downloads/month
A high-performance serving framework for large language models and multimodal models.
sgl-project/github.com/sgl-project/sglang / /3,107,982 downloads/month
Library for converting documents into structured data.
docling-project/github.com/docling-project/docling / /3,095,707 downloads/month
Topic Modeling for Humans.
piskvorky/github.com/piskvorky/gensim / /3,044,981 downloads/month
Python bindings and utilities for GeoJSON.
jazzband/github.com/jazzband/geojson / /3,039,616 downloads/month
A toolkit for building RAG pipelines and agents over your data.
run-llama/github.com/run-llama/llama_index / /3,003,929 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 / /2,990,682 downloads/month
A Pythonic interface for Amazon DynamoDB.
pynamodb/github.com/pynamodb/PynamoDB / /2,975,674 downloads/month
A community Python library for Astronomy.
astropy/github.com/astropy/astropy / /2,908,275 downloads/month
Official Microsoft driver for SQL Server and Azure SQL, built on ODBC for high performance.
microsoft/github.com/microsoft/mssql-python / /2,861,611 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 / /2,700,996 downloads/month
Compresses linked and inline JavaScript or CSS into a single cached file.
django-compressor/github.com/django-compressor/django-compressor / /2,668,172 downloads/month
A tool to remove image backgrounds.
danielgatis/github.com/danielgatis/rembg / /2,659,681 downloads/month
A new kind of Progress Bar, with real-time throughput, eta and very cool animations.
rsalmei/github.com/rsalmei/alive-progress / /2,639,783 downloads/month
A cross-platform windowing and multimedia library for Python.
pyglet/github.com/pyglet/pyglet / /2,609,488 downloads/month
A library for post-training transformer language models with SFT, DPO, GRPO, and other trainers.
huggingface/github.com/huggingface/trl / /2,589,777 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 / /2,585,870 downloads/month
A framework for orchestrating role-playing autonomous AI agents for collaborative task solving.
crewAIInc/github.com/crewAIInc/crewAI / /2,540,986 downloads/month
Pygame is a set of Python modules designed for writing games.
pygame/github.com/pygame/pygame / /2,321,200 downloads/month
Create barcodes in Python with no extra dependencies.
WhyNotHugo/github.com/WhyNotHugo/python-barcode / /2,311,328 downloads/month
HTTP security headers for Python web applications with ASGI and WSGI middleware.
TypeError/github.com/TypeError/secure / /2,265,572 downloads/month
Open Source Differentiable Computer Vision Library for PyTorch.
kornia/github.com/kornia/kornia / /2,261,201 downloads/month
Distributed task queue with native asyncio support and pluggable brokers.
taskiq-python/github.com/taskiq-python/taskiq / /2,164,630 downloads/month
Strawberry GraphQL integration with Django.
Socket.IO integration for Flask applications.
miguelgrinberg/github.com/miguelgrinberg/Flask-SocketIO / /2,125,591 downloads/month
A slick ORM cache with automatic granular event-driven invalidation.
Suor/github.com/Suor/django-cacheops / /2,107,087 downloads/month
A high-throughput and memory-efficient inference and serving engine for LLMs.
vllm-project/github.com/vllm-project/vllm / /2,100,267 downloads/month
An intelligent memory layer for AI agents enabling personalized interactions.
mem0ai/github.com/mem0ai/mem0 / /2,074,470 downloads/month
A Python library for generating fake but realistic data in multiple languages and locales.
lk-geimfari/github.com/lk-geimfari/mimesis / /2,053,573 downloads/month
A small, fast, down-to-earth, open source Python web framework.
Pylons/github.com/Pylons/pyramid / /2,050,228 downloads/month
dogpile.cache is a next generation replacement for Beaker made by the same authors.
sqlalchemy/github.com/sqlalchemy/dogpile.cache / /2,015,859 downloads/month
Ready-to-use OCR with 80+ languages supported.
JaidedAI/github.com/JaidedAI/EasyOCR / /2,004,672 downloads/month
Python Integration with the .NET Common Language Runtime (CLR).
pythonnet/github.com/pythonnet/pythonnet / /1,967,537 downloads/month
Simple and extensible administrative interface framework for Flask.
pallets-eco/github.com/pallets-eco/flask-admin / /1,951,621 downloads/month
Production-ready, capable and extensible ASGI Web framework.
litestar-org/github.com/litestar-org/litestar / /1,767,184 downloads/month
A fast and reliable background task processing library for Python 3.
Bogdanp/github.com/Bogdanp/dramatiq / /1,765,935 downloads/month
A library to control and monitor input devices.
moses-palmer/github.com/moses-palmer/pynput / /1,726,505 downloads/month
Convert Chinese hanzi (漢字) to pinyin (拼音).
mozillazg/github.com/mozillazg/python-pinyin / /1,687,864 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 / /1,685,259 downloads/month
A Python Object-Document-Mapper for working with MongoDB.
MongoEngine/github.com/MongoEngine/mongoengine / /1,685,008 downloads/month
A cross platform Bluetooth Low Energy Client for Python using asyncio.
hbldh/github.com/hbldh/bleak / /1,633,381 downloads/month
Fast statistical forecasting models such as ARIMA, ETS, and Theta, compiled with numba.
Nixtla/github.com/Nixtla/statsforecast / /1,601,274 downloads/month
An asynchronous Python object-document mapper (ODM) for MongoDB.
BeanieODM/github.com/BeanieODM/beanie / /1,557,738 downloads/month
Rope is a python refactoring library.
python-rope/github.com/python-rope/rope / /1,546,523 downloads/month
A modern static site generator for technical documentation.
zensical/github.com/zensical/zensical / /1,521,147 downloads/month
A library and command-line utility for rendering project templates.
copier-org/github.com/copier-org/copier / /1,502,311 downloads/month
Expressive statecharts and finite state machines with a declarative API, in sync and async codebases.
fgmacedo/github.com/fgmacedo/python-statemachine / /1,456,903 downloads/month
Python bindings for the Qt cross-platform application and UI framework.
A fast and token-efficient browser automation SDK to extract data and perform self-healing actions on web pages.
browserbase/github.com/browserbase/stagehand / /1,439,304 downloads/month
A lightweight cross-platform native wrapper around a webview component.
r0x0r/github.com/r0x0r/pywebview/ / /1,425,956 downloads/month
Auto-generates API documentation for Python projects.
mitmproxy/github.com/mitmproxy/pdoc / /1,423,219 downloads/month
Advanced Python REPL built on top of the python-prompt-toolkit.
prompt-toolkit/github.com/prompt-toolkit/ptpython / /1,412,474 downloads/month
A modern Django admin theme for building dashboards, internal tools, and business applications.
unfoldadmin/github.com/unfoldadmin/django-unfold / /1,408,649 downloads/month
Python framework for web automation & testing, with stealth options.
seleniumbase/github.com/seleniumbase/SeleniumBase / /1,408,310 downloads/month
Inspect variables, expressions, and program execution with a single, simple function call.
gruns/github.com/gruns/icecream / /1,365,310 downloads/month
Probabilistic programming and Bayesian modeling in Python.
pymc-devs/github.com/pymc-devs/pymc / /1,333,244 downloads/month
Fully featured framework for fast, easy and documented API development with Flask.
python-restx/github.com/python-restx/flask-restx / /1,326,186 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 / /1,325,363 downloads/month
A framework for building asynchronous services over Apache Kafka, RabbitMQ, NATS, MQTT and Redis.
ag2ai/github.com/ag2ai/faststream / /1,308,459 downloads/month
Multilingual OCR and document parsing toolkit based on PaddlePaddle.
PaddlePaddle/github.com/PaddlePaddle/PaddleOCR / /1,258,926 downloads/month
A low-overhead tool that traces and visualizes Python code execution.
gaogaotiantian/github.com/gaogaotiantian/viztracer / /1,242,943 downloads/month
Python library and CLI tool for converting text to speech using Google Translate TTS.
pndurette/github.com/pndurette/gTTS / /1,211,808 downloads/month
Cognitive complexity analysis for Python code, written in Rust.
rohaquinlop/github.com/rohaquinlop/complexipy / /1,183,064 downloads/month
Python bindings for MagickWand, C API for ImageMagick.
emcconville/github.com/emcconville/wand / /1,179,320 downloads/month
A unified scikit-learn-style framework for forecasting and other time-series learning tasks.
sktime/github.com/sktime/sktime / /1,142,071 downloads/month
A full-screen, console-based Python debugger.
inducer/github.com/inducer/pudb / /1,046,596 downloads/month
A financial data interface library, with data provided for academic research only.
akfamily/github.com/akfamily/akshare / /1,043,133 downloads/month
Approximate Nearest Neighbors in C++/Python optimized for memory usage.
spotify/github.com/spotify/annoy / /1,008,894 downloads/month
An easy-to-use, Python-based UI framework, which shows up in your web browser.
zauberzeug/github.com/zauberzeug/nicegui / /984,387 downloads/month
A set of type-safe monads, transformers, and composition utilities.
dry-python/github.com/dry-python/returns / /980,009 downloads/month
An admin interface for SQLAlchemy models in FastAPI and Starlette.
smithyhq/github.com/smithyhq/sqladmin / /977,798 downloads/month
Multi-vendor library to simplify CLI connections to network devices.
ktbyers/github.com/ktbyers/netmiko / /965,848 downloads/month
Diagram as Code.
mingrammer/github.com/mingrammer/diagrams / /960,389 downloads/month
Faster, lower-memory LLM fine-tuning, as a Python library or a desktop app.
unslothai/github.com/unslothai/unsloth / /936,188 downloads/month
Implementation of per-object permissions for Django.
django-guardian/github.com/django-guardian/django-guardian / /931,266 downloads/month
A binding for libvips, a fast image processing library with low memory needs.
libvips/github.com/libvips/pyvips / /927,226 downloads/month
Python CLI utility and library for manipulating SQLite databases.
simonw/github.com/simonw/sqlite-utils / /914,872 downloads/month
Library for downloading structured data from SEC EDGAR filings and XBRL financial statements.
dgunning/github.com/dgunning/edgartools / /904,764 downloads/month
An IBM-backed quantum SDK for building, simulating, and running circuits on real quantum hardware.
Qiskit/github.com/Qiskit/qiskit / /857,971 downloads/month
A cartographic python library with matplotlib support.
SciTools/github.com/SciTools/cartopy / /840,539 downloads/month
The Stanford NLP Group's official Python library, supporting 60+ languages.
stanfordnlp/github.com/stanfordnlp/stanza / /800,396 downloads/month
Python Bindings for GLib/GObject/GIO/GTK.
GNOME/github.com/GNOME/pygobject / /751,421 downloads/month
PyTorch implementations of Stable Baselines (deep) reinforcement learning algorithms.
DLR-RM/github.com/DLR-RM/stable-baselines3 / /709,977 downloads/month
Compiles Python programs into high-performance standalone executables (cross-platform).
Nuitka/github.com/Nuitka/Nuitka / /647,416 downloads/month
The fastest way to create an HTML app.
AnswerDotAI/github.com/AnswerDotAI/fasthtml / /647,083 downloads/month
A modern and customizable python UI-library based on Tkinter.
TomSchimansky/github.com/tomschimansky/customtkinter / /641,685 downloads/month
The official Python client for the Meilisearch search engine.
meilisearch/github.com/meilisearch/meilisearch-python / /641,006 downloads/month
A Django content management system.
wagtail/github.com/wagtail/wagtail / /630,352 downloads/month
A command line HTTP client, a user-friendly cURL replacement.
httpie/github.com/httpie/cli / /622,296 downloads/month
A Python serverless microframework for AWS.
aws/github.com/aws/chalice / /615,903 downloads/month
A software construction tool.
SCons/github.com/SCons/scons / /610,898 downloads/month
Python bindings for MPI.
mpi4py/github.com/mpi4py/mpi4py / /577,803 downloads/month
A task runner and build tool.
pydoit/github.com/pydoit/doit / /563,831 downloads/month
Run and fine-tune large language models on Apple Silicon with MLX.
ml-explore/github.com/ml-explore/mlx-lm / /559,587 downloads/month
An actively developed drop-in replacement with new features and performance improvements (pygame fork).
pygame-community/github.com/pygame-community/pygame-ce / /543,731 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 / /539,893 downloads/month
A Flask/Marshmallow-based REST API framework with automatic OpenAPI documentation.
marshmallow-code/github.com/marshmallow-code/flask-smorest / /538,187 downloads/month
A minimal PyPI server for uploading and installing packages with pip.
pypiserver/github.com/pypiserver/pypiserver / /520,860 downloads/month
A port of the django-debug-toolbar to flask.
pallets-eco/github.com/pallets-eco/flask-debugtoolbar / /519,627 downloads/month
A process-based discrete-event simulation framework.
gitlab.com/team-simpy/simpy /495,377 downloads/month
A tiny but powerful app providing object-level permissions to Django, without requiring a database.
dfunckt/github.com/dfunckt/django-rules / /486,249 downloads/month
A context database for AI agents that unifies memory, resources, and skills.
volcengine/github.com/volcengine/OpenViking / /450,007 downloads/month
A Python-powered shell. Full-featured and cross-platform.
xonsh/github.com/xonsh/xonsh/ / /422,407 downloads/month
A high-performance, high-precision CPU, GPU, and memory profiler for Python.
plasma-umass/github.com/plasma-umass/scalene / /369,338 downloads/month
A CTF framework and exploit development library.
Gallopsled/github.com/Gallopsled/pwntools / /323,101 downloads/month
A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
dashingsoft/github.com/dashingsoft/pyarmor / /316,248 downloads/month
A tool to analyze Python code.
prospector-dev/github.com/prospector-dev/prospector / /307,460 downloads/month
Implementing a comprehensive number of colour theory transformations and algorithms.
colour-science/github.com/colour-science/colour / /306,663 downloads/month
A Python library for causal and probabilistic reasoning with graphical models.
pgmpy/github.com/pgmpy/pgmpy / /295,914 downloads/month
A jazzy skin for the Django Admin-Interface.
sehmaschine/github.com/sehmaschine/django-grappelli / /294,762 downloads/month
A framework for building reactive, full-stack web applications entirely with Python.
reflex-dev/github.com/reflex-dev/reflex / /292,101 downloads/month
Cross-platform GUI framework for building modern apps in pure Python.
flet-dev/github.com/flet-dev/flet / /290,469 downloads/month
Industrial-grade speech recognition toolkit with speaker diarization and emotion detection.
modelscope/github.com/modelscope/FunASR / /290,137 downloads/month
Yet another Gmail/SMTP client.
kootenpv/github.com/kootenpv/yagmail / /263,136 downloads/month
Quantum Toolbox in Python.
qutip/github.com/qutip/qutip / /241,489 downloads/month
A fast Python implementation of collaborative filtering for implicit datasets.
benfred/github.com/benfred/implicit / /229,059 downloads/month
PostgreSQL CLI with autocompletion and syntax highlighting.
dbcli/github.com/dbcli/pgcli / /225,446 downloads/month
Modular search for Django.
django-haystack/github.com/django-haystack/django-haystack / /224,208 downloads/month
Turns Python code into shell commands and runs them on your servers.
pyinfra-dev/github.com/pyinfra-dev/pyinfra / /221,135 downloads/month
A simple GPU-accelerated Python GUI framework.
hoffstadt/github.com/hoffstadt/DearPyGui / /213,930 downloads/month
3D game engine developed jointly by Disney and contributors from around the world.
panda3d/github.com/panda3d/panda3d / /212,785 downloads/month
A lightweight Python web API framework based on Flask, supporting marshmallow schemas and Pydantic models.
apiflask/github.com/apiflask/apiflask / /203,364 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 / /192,850 downloads/month
An open-source framework for cross-platform GUI apps on desktop, mobile, and embedded platforms.
kivy/github.com/kivy/kivy / /183,431 downloads/month
An adaptive personal AI assistant that grows with you.
NousResearch/github.com/NousResearch/hermes-agent / /181,835 downloads/month
A Python toolbox for seismology.
obspy/github.com/obspy/obspy / /181,712 downloads/month
A cross-platform GUI toolkit that wraps the wxWidgets C++ library.
wxWidgets/github.com/wxWidgets/Phoenix / /175,040 downloads/month
A cross-platform library for quantum computing, quantum machine learning, and quantum chemistry.
PennyLaneAI/github.com/PennyLaneAI/pennylane / /164,523 downloads/month
sklearn compatible API with the widest toolset for feature engineering and selection.
feature-engine/github.com/feature-engine/feature_engine / /162,329 downloads/month
An animation engine for explanatory math videos.
ManimCommunity/github.com/ManimCommunity/manim / /144,852 downloads/month
Infrastructure automation and management system.
saltstack/github.com/saltstack/salt / /134,501 downloads/month
The open-source tool for building high-quality datasets and computer vision models.
voxel51/github.com/voxel51/fiftyone / /131,027 downloads/month
Converts Python scripts into standalone executables and installers for Windows, macOS, and Linux.
marcelotduarte/github.com/marcelotduarte/cx_Freeze / /122,888 downloads/month
Cross-vendor API to manipulate network devices.
napalm-automation/github.com/napalm-automation/napalm / /122,802 downloads/month
A deduplicating archiver with compression and encryption.
borgbackup/github.com/borgbackup/borg / /106,555 downloads/month
PyPI server and packaging/testing/release tool.
devpi/github.com/devpi/devpi / /105,771 downloads/month
A tmux session manager.
tmux-python/github.com/tmux-python/tmuxp / /105,169 downloads/month
A pure Python HTML5 parser that sanitizes untrusted HTML by default.
EmilStenstrom/github.com/EmilStenstrom/justhtml/ / /100,546 downloads/month
A Google-developed framework focused on hardware-aware quantum circuit design for NISQ devices.
quantumlib/github.com/quantumlib/Cirq / /97,545 downloads/month
The easy-to-use and developer-friendly enterprise CMS powered by Django.
django-cms/github.com/django-cms/django-cms / /95,583 downloads/month
A package to create full-screen text UIs (from interactive forms to ASCII animations).
peterbrittain/github.com/peterbrittain/asciimatics / /87,052 downloads/month
MySQL CLI with autocompletion and syntax highlighting.
dbcli/github.com/dbcli/mycli / /84,922 downloads/month
Hunt down social media accounts by username across social networks.
sherlock-project/github.com/sherlock-project/sherlock / /67,631 downloads/month
A financial data platform for analysts, quants and AI agents.
openbq-org/github.com/openbq-org/OpenBB / /63,570 downloads/month
A scikit for building and analyzing recommender systems.
NicolasHug/github.com/NicolasHug/Surprise / /62,169 downloads/month
A music library manager and MusicBrainz tagger.
beetbox/github.com/beetbox/beets / /52,461 downloads/month
SQLite CLI with autocompletion and syntax highlighting.
dbcli/github.com/dbcli/litecli / /51,225 downloads/month
An agent-based modeling framework for building, analyzing, and visualizing complex system simulations.
mesa/github.com/mesa/mesa / /50,554 downloads/month
Automatic SQL injection and database takeover tool.
sqlmapproject/github.com/sqlmapproject/sqlmap / /43,849 downloads/month
Static site generator that supports Markdown and reST syntax.
getpelican/github.com/getpelican/pelican / /43,429 downloads/month
Official MongoDB database backend for Django.
mongodb/github.com/mongodb/django-mongodb-backend / /39,415 downloads/month
An easy-to-use library for creating 2D arcade games.
pythonarcade/github.com/pythonarcade/arcade / /38,012 downloads/month
A multi-platform AI assistant that connects LLMs to chat apps like Telegram, Slack, and QQ, extensible with Python plugins.
AstrBotDevs/github.com/AstrBotDevs/AstrBot / /33,186 downloads/month
A lightweight, in-process vector database that embeds directly into applications.
alibaba/github.com/alibaba/zvec / /32,517 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 / /19,491 downloads/month
A graph-native context and knowledge layer for AI agents with reasoning, provenance, and governance.
semantica-agi/github.com/semantica-agi/semantica / /15,666 downloads/month
A Python native, OS native GUI toolkit.
beeware/github.com/beeware/toga / /15,613 downloads/month
Redis CLI with autocompletion and syntax highlighting.
laixintao/github.com/laixintao/iredis / /14,570 downloads/month
A static website and blog generator.
getnikola/github.com/getnikola/nikola / /13,087 downloads/month
PyPI mirroring tool provided by Python Packaging Authority (PyPA).
pypa/github.com/pypa/bandersnatch/ / /12,028 downloads/month
A framework for fine-tuning and post-training large language models.
axolotl-ai-cloud/github.com/axolotl-ai-cloud/axolotl / /10,369 downloads/month
Paranoid text spacing.
vinta/github.com/vinta/pangu.py / /9,786 downloads/month
A Python version manager for Windows (rbenv-win fork).
pyenv-win/github.com/pyenv-win/pyenv-win / /3,941 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 / /3,799 downloads/month
Minimal examples of data structures and algorithms.
keon/github.com/keon/algorithms / /1,238 downloads/month
All Algorithms implemented in Python.
(part of Django) The Django ORM.
(part of Django) A world-class geographic web framework.
(part of uv) uv's dependency vulnerability scanning backed by OSV.
Default, most widely used implementation of the Python programming language written in C.
(Python standard library) Command-line option and argument parsing.
(Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
Also see: awesome-asyncio
(Python standard library) A high-level interface for asynchronously executing callables.
(Python standard library) INI file parser.
(Python standard library) Helpers for computing deltas.
(Python standard library) Higher-order functions and operations on callable objects.
(Python standard library) Logging facility for Python.
(Python standard library) Map filenames to MIME types.
(Python standard library) Process-based parallelism.
(Python standard library) A cross-platform, object-oriented path library.
(Python standard library) SQLite interface compliant with DB-API 2.0.
(Python standard library) The standard Python interface to the Tcl/Tk GUI toolkit.
(Python standard library) Parse TOML files.
(Python standard library) A mocking and patching library.
(Python standard library) IANA time zone support. Brings the tz database into Python.
A suite of open source business apps: CRM, e-commerce, accounting, inventory, and thousands of community modules.
Simple Python version management.
A collection of design patterns and idioms in Python.
A fast browser agent that picks actions from an indexed table of page elements through TypeSafe's hosted Jev API, using a small LLM only to type text.
A lean and efficient Python implementation for microcontrollers and constrained systems.
Python distribution for the browser and Node.js based on WebAssembly.
Cross-platform, Python-agnostic binary package manager.
Security skills for vulnerability detection, auditing, and testing.
A Visual Novel engine.
Microsoft Azure SDK for Python, published as per-service packages.
Google Cloud client libraries for Python, published as per-service packages.
A multi-distribution package that handles early initialization of a cloud instance.
Portable Python distribution for Windows.
A very fast and compliant implementation of the Python language.
Agent skills the Sentry team uses for code review, pull requests, and Django reviews.
Django backend agent skills for Django, DRF, Celery, and Django-specific code review.

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