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 11, 2026 / Maintained by @vinta and @JinyangWang27

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Row number Tags
Python interface to Amazon Web Services.
boto/github.com/boto/boto3 / /2,406,263,124 downloads/month
An HTTP library with thread-safe connection pooling, file post, and more.
urllib3/github.com/urllib3/urllib3 / /1,337,627,750 downloads/month
HTTP Requests for Humans.
psf/github.com/psf/requests / /1,211,008,731 downloads/month
Universal character encoding detector, and a dependency of requests.
jawah/github.com/jawah/charset_normalizer / /1,204,853,709 downloads/month
A package designed to expose cryptographic primitives and recipes to Python developers.
pyca/github.com/pyca/cryptography / /1,077,336,170 downloads/month
The historical and still most widely used pyproject build backend.
pypa/github.com/pypa/setuptools / /927,354,422 downloads/month
A generic syntax highlighter.
pygments/github.com/pygments/pygments / /925,864,647 downloads/month
A full-featured YAML framework for Python.
yaml/github.com/yaml/pyyaml / /925,363,572 downloads/month
Extensions to the standard Python datetime module.
dateutil/github.com/dateutil/dateutil / /907,955,828 downloads/month
Data validation using Python type hints.
pydantic/github.com/pydantic/pydantic / /853,156,798 downloads/month
A package for creating beautiful command line interfaces in a composable way.
pallets/github.com/pallets/click/ / /830,652,443 downloads/month
A fundamental package for scientific computing with Python.
numpy/github.com/numpy/numpy / /813,186,057 downloads/month
A high-level async concurrency and networking framework that works on top of asyncio or trio.
agronholm/github.com/agronholm/anyio / /803,300,844 downloads/month
A mature full-featured Python testing tool.
Also see: awesome-pytest
pytest-dev/github.com/pytest-dev/pytest / /764,706,150 downloads/month
Replacement for __init__, __eq__, __repr__, etc. boilerplate in class definitions.
python-attrs/github.com/python-attrs/attrs / /695,845,038 downloads/month
Safely adds untrusted strings to HTML/XML markup.
pallets/github.com/pallets/markupsafe / /637,386,148 downloads/month
A next generation HTTP client for Python.
encode/github.com/encode/httpx / /621,935,505 downloads/month
JSON Web Token implementation in Python.
jpadilla/github.com/jpadilla/pyjwt / /590,667,306 downloads/month
Reads key-value pairs from a .env file and sets them as environment variables.
theskumar/github.com/theskumar/python-dotenv / /590,664,998 downloads/month
A library providing high-performance, easy-to-use data structures and data analysis tools.
pandas-dev/github.com/pandas-dev/pandas / /555,118,668 downloads/month
A modern and designer friendly templating language.
pallets/github.com/pallets/jinja / /543,992,177 downloads/month
A lightweight ASGI framework and toolkit for building high-performance async services.
Kludex/github.com/Kludex/starlette / /511,381,139 downloads/month
A lightning-fast ASGI server implementation.
Kludex/github.com/Kludex/uvicorn / /507,317,988 downloads/month
An implementation of JSON Schema for Python.
python-jsonschema/github.com/python-jsonschema/jsonschema / /477,196,806 downloads/month
Pillow is the friendly PIL fork.
python-pillow/github.com/python-pillow/Pillow / /462,997,289 downloads/month
Yet another URL library.
aio-libs/github.com/aio-libs/yarl / /461,632,237 downloads/month
Asynchronous HTTP client/server framework for asyncio and Python.
aio-libs/github.com/aio-libs/aiohttp / /456,772,803 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 / /455,626,597 downloads/month
Markdown parser with 100% CommonMark support, extensions, and syntax plugins.
executablebooks/github.com/executablebooks/markdown-it-py / /452,570,978 downloads/month
Fast, extensible progress bar for loops and CLI.
tqdm/github.com/tqdm/tqdm / /413,726,885 downloads/month
A library for building WebSocket servers and clients with a focus on correctness and simplicity.
python-websockets/github.com/python-websockets/websockets / /408,936,974 downloads/month
The package installer for Python.
pypa/github.com/pypa/pip / /405,666,277 downloads/month
A modern, fast, web framework for building APIs with standard Python type hints.
fastapi/github.com/fastapi/fastapi / /393,362,146 downloads/month
Settings management using Pydantic models with validation, loading from environment variables and secrets files.
pydantic/github.com/pydantic/pydantic-settings / /367,016,788 downloads/month
The Python SQL Toolkit and Object Relational Mapper.
Also see: awesome-sqlalchemy
sqlalchemy/github.com/sqlalchemy/sqlalchemy / /333,646,374 downloads/month
A very fast, easy-to-use and versatile library for handling HTML and XML.
lxml/github.com/lxml/lxml / /325,292,271 downloads/month
Modern, extensible build backend from the hatch project.
pypa/github.com/pypa/hatch / /322,544,906 downloads/month
HTTP/2-based RPC framework with Python bindings, built by Google.
grpc/github.com/grpc/grpc / /319,993,518 downloads/month
A Python library for creating PEG parsers.
pyparsing/github.com/pyparsing/pyparsing / /318,398,423 downloads/month
An extremely fast Python linter and code formatter.
astral-sh/github.com/astral-sh/ruff / /310,686,911 downloads/month
Simple, modern and fast file watching and code reload in python.
samuelcolvin/github.com/samuelcolvin/watchfiles / /305,063,043 downloads/month
Fundamental algorithms for scientific computing in Python.
scipy/github.com/scipy/scipy / /296,221,250 downloads/month
A cross-platform process and system utilities module.
giampaolo/github.com/giampaolo/psutil / /291,872,869 downloads/month
Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
www.crummy.com/software/BeautifulSoup/bs4/doc/ /284,567,855 downloads/month
A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
openpyxl.readthedocs.io/en/stable/ /284,187,143 downloads/month
Code coverage measurement.
coveragepy/github.com/coveragepy/coveragepy / /283,494,369 downloads/month
Cross-platform colored terminal text.
tartley/github.com/tartley/colorama / /247,782,756 downloads/month
Modern CLI framework that uses Python type hints. Built on Click.
fastapi/github.com/fastapi/typer / /247,050,022 downloads/month
HTTP/1.1 and HTTP/2 client with sync and async APIs, maintained by Pydantic (httpx fork).
pydantic/github.com/pydantic/httpx2 / /241,909,601 downloads/month
The official Python SDK for building Model Context Protocol servers and clients.
modelcontextprotocol/github.com/modelcontextprotocol/python-sdk / /235,008,424 downloads/month
Extensible memoizing collections and decorators.
tkem/github.com/tkem/cachetools / /233,880,003 downloads/month
A tool to create isolated Python environments.
pypa/github.com/pypa/virtualenv / /229,849,864 downloads/month
A generic and thorough implementation of the OAuth request-signing logic.
oauthlib/github.com/oauthlib/oauthlib / /224,868,037 downloads/month
More routines for operating on iterables, beyond itertools.
more-itertools/github.com/more-itertools/more-itertools / /223,594,392 downloads/month
Ultra fast asyncio event loop.
MagicStack/github.com/MagicStack/uvloop / /222,623,482 downloads/month
Fast and pure-Python implementation of sorted collections.
grantjenks/github.com/grantjenks/python-sortedcontainers / /211,743,025 downloads/month
The Python client for Redis.
redis/github.com/redis/redis-py / /201,294,285 downloads/month
A high-productivity software for complex networks.
networkx/github.com/networkx/networkx / /198,607,763 downloads/month
MessagePack serializer implementation for Python.
msgpack/github.com/msgpack/msgpack-python / /193,423,110 downloads/month
A library for building powerful interactive command lines.
prompt-toolkit/github.com/prompt-toolkit/python-prompt-toolkit / /183,534,467 downloads/month
The most popular Python library for Machine Learning with extensive documentation and community support.
scikit-learn/github.com/scikit-learn/scikit-learn / /182,953,151 downloads/month
Hyperfast and lightweight templating for the Python platform.
sqlalchemy/github.com/sqlalchemy/mako / /182,801,319 downloads/month
Fast, correct JSON library.
ijl/github.com/ijl/orjson / /182,722,576 downloads/month
Safely pass trusted data to untrusted environments and back.
pallets/github.com/pallets/itsdangerous / /167,425,548 downloads/month
A static type checker for Python.
python/github.com/python/mypy / /163,729,279 downloads/month
A framework for building agents and LLM-powered applications.
langchain-ai/github.com/langchain-ai/langchain / /163,620,677 downloads/month
Python binding to libsodium, a fork of the Networking and Cryptography (NaCl) library.
pyca/github.com/pyca/pynacl / /160,291,338 downloads/month
A comprehensive library for creating static, animated, and interactive visualizations.
matplotlib/github.com/matplotlib/matplotlib / /159,264,361 downloads/month
Parallel computing and disk-based caching for Python functions.
joblib/github.com/joblib/joblib / /158,304,012 downloads/month
Python character encoding detector.
chardet/github.com/chardet/chardet / /151,757,946 downloads/month
A microframework for Python.
Also see: awesome-flask
pallets/github.com/pallets/flask / /143,933,446 downloads/month
A framework for managing and maintaining multi-language pre-commit hooks.
pre-commit/github.com/pre-commit/pre-commit / /140,929,632 downloads/month
A PostgreSQL adapter for Python, the successor to psycopg2.
psycopg/github.com/psycopg/psycopg / /138,795,037 downloads/month
A fast Python in-process signal/event dispatching system.
pallets-eco/github.com/pallets-eco/blinker / /135,452,921 downloads/month
Sentry SDK for Python.
getsentry/github.com/getsentry/sentry-python / /129,639,719 downloads/month
A library capable of splitting, merging, cropping, and transforming PDF pages.
py-pdf/github.com/py-pdf/pypdf / /128,969,561 downloads/month
An extremely fast Python version, package and project manager, written in Rust.
astral-sh/github.com/astral-sh/uv / /127,417,633 downloads/month
A Python library for symbolic mathematics.
sympy/github.com/sympy/sympy / /126,784,453 downloads/month
Rapid fuzzy string matching using various string metrics, with a C++ core.
rapidfuzz/github.com/rapidfuzz/RapidFuzz / /116,101,567 downloads/month
The uncompromising Python code formatter.
psf/github.com/psf/black / /113,564,947 downloads/month
A fast PostgreSQL Database Client Library for Python/asyncio.
MagicStack/github.com/MagicStack/asyncpg / /109,303,371 downloads/month
A comprehensive library for building OAuth, OpenID Connect, and JWT/JWS/JWE/JWK/JWA.
authlib/github.com/authlib/authlib / /108,367,415 downloads/month
A non-validating SQL parser.
andialbrecht/github.com/andialbrecht/sqlparse / /107,090,933 downloads/month
A Python module for creating Excel .xlsx files.
jmcnamara/github.com/jmcnamara/XlsxWriter / /103,759,934 downloads/month
The leading native Python SSHv2 protocol library.
paramiko/github.com/paramiko/paramiko / /102,109,955 downloads/month
An internationalization library for Python.
python-babel/github.com/python-babel/babel / /101,772,714 downloads/month
A web framework and asynchronous networking library.
tornadoweb/github.com/tornadoweb/tornado / /99,926,577 downloads/month
Python version of the Playwright testing and automation library.
microsoft/github.com/microsoft/playwright-python / /98,510,563 downloads/month
The model-definition framework for pretrained models in text, computer vision, audio, video, and multimodal tasks, for inference and training.
huggingface/github.com/huggingface/transformers / /97,507,348 downloads/month
A pre-fork WSGI server with a native ASGI worker, ported from Ruby's Unicorn project.
benoitc/github.com/benoitc/gunicorn / /97,417,085 downloads/month
A powerful interactive Python shell, and the kernel behind Jupyter notebooks.
ipython/github.com/ipython/ipython / /97,126,886 downloads/month
Creates, reads, and updates Microsoft Word (.docx) files.
python-openxml/github.com/python-openxml/python-docx / /96,974,636 downloads/month
Structured logging made easy.
hynek/github.com/hynek/structlog / /95,414,020 downloads/month
Working with XML feel like you are working with JSON.
martinblech/github.com/martinblech/xmltodict / /93,767,230 downloads/month
Call 100+ LLMs using OpenAI format.
BerriAI/github.com/BerriAI/litellm / /92,838,906 downloads/month
A Python implementation of John Gruber’s Markdown.
Python-Markdown/github.com/Python-Markdown/markdown / /92,270,647 downloads/month
A Python utility / library to sort imports.
PyCQA/github.com/PyCQA/isort / /90,305,401 downloads/month
API and shell utilities to monitor file system events.
gorakhargosh/github.com/gorakhargosh/watchdog / /86,930,716 downloads/month
Poetry's PEP 517 build backend, usable without Poetry itself.
python-poetry/github.com/python-poetry/poetry-core / /84,386,687 downloads/month
A fast library for extracting, rendering, and editing PDF and other document formats, built on MuPDF.
pymupdf/github.com/pymupdf/PyMuPDF / /84,351,950 downloads/month
A lightweight library for converting complex objects to and from simple Python datatypes.
marshmallow-code/github.com/marshmallow-code/marshmallow / /83,241,669 downloads/month
Universal Command Line Interface for Amazon Web Services; the PyPI package is v1, in maintenance mode, while v2 ships as AWS's bundled installer.
aws/github.com/aws/aws-cli / /82,913,216 downloads/month
Pandas integration with AWS services like Athena, Glue, Redshift, S3, and DynamoDB.
aws/github.com/aws/aws-sdk-pandas / /82,371,376 downloads/month
Optimizing Static Compiler for Python.
cython/github.com/cython/cython / /76,159,852 downloads/month
A pure-Python MySQL and MariaDB client library, based on PEP 249.
PyMySQL/github.com/PyMySQL/PyMySQL / /73,477,279 downloads/month
A fast, Rust-backed drop-in replacement for Python's built-in uuid module.
aminalaee/github.com/aminalaee/uuid-utils / /69,713,244 downloads/month
Python library for creating and updating PowerPoint (.pptx) files.
scanny/github.com/scanny/python-pptx / /68,496,300 downloads/month
Library which aims to bring enjoyable logging in Python.
Delgan/github.com/Delgan/loguru / /66,166,831 downloads/month
A Python package that generates fake data.
joke2k/github.com/joke2k/faker / /65,364,325 downloads/month
A Python slugify library that translates unicode to ASCII.
un33k/github.com/un33k/python-slugify / /65,280,715 downloads/month
The official Python client for MongoDB.
mongodb/github.com/mongodb/mongo-python-driver / /64,937,121 downloads/month
An open-source library for generating PDFs and graphics.
docs.reportlab.com/ /63,539,227 downloads/month
A fast yet powerful Python Markdown parser with renderers and plugins.
lepture/github.com/lepture/mistune / /62,255,568 downloads/month
Manipulation and analysis of geometric objects in the Cartesian plane.
shapely/github.com/shapely/shapely / /60,210,875 downloads/month
A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
pyinvoke/github.com/pyinvoke/invoke / /60,001,737 downloads/month
Tensors and Dynamic neural networks in Python with strong GPU acceleration.
pytorch/github.com/pytorch/pytorch / /58,189,057 downloads/month
A collection of functional utilities for iterators, functions, and dictionaries. Also available as cytoolz for Cython-accelerated performance.
pytoolz/github.com/pytoolz/toolz / /57,449,456 downloads/month
An in-process SQL OLAP database management system; optimized for analytics and fast queries, similar to SQLite but for analytical workloads.
duckdb/github.com/duckdb/duckdb / /56,717,992 downloads/month
Convert HTML to Markdown, with customizable tag handling.
matthewwithanm/github.com/matthewwithanm/python-markdownify / /54,921,682 downloads/month
A framework for building interactive user interfaces that run in the terminal and the browser.
Textualize/github.com/Textualize/textual / /54,366,804 downloads/month
A high-level, Pythonic framework for building MCP servers and clients.
PrefectHQ/github.com/PrefectHQ/fastmcp / /54,286,509 downloads/month
A NumPy-aware JIT compiler for Python, using LLVM.
numba/github.com/numba/numba / /52,930,331 downloads/month
A utility library for mocking out the requests Python library.
getsentry/github.com/getsentry/responses / /52,898,800 downloads/month
A community-maintained fork of PDFMiner for extracting information from PDF documents.
pdfminer/github.com/pdfminer/pdfminer.six / /52,839,912 downloads/month
Hypothesis is an advanced Quickcheck style property based testing library.
HypothesisWorks/github.com/HypothesisWorks/hypothesis / /52,570,255 downloads/month
Python datetimes made easy.
python-pendulum/github.com/python-pendulum/pendulum / /51,898,894 downloads/month
A fast DataFrame library implemented in Rust with a Python API.
pola-rs/github.com/pola-rs/polars / /50,988,552 downloads/month
Interactive graphing library for Python.
plotly/github.com/plotly/plotly.py / /49,772,953 downloads/month
Apache Spark Python API.
apache/github.com/apache/spark / /47,263,996 downloads/month
Low-level orchestration framework for building stateful, long-running LLM agents.
langchain-ai/github.com/langchain-ai/langgraph / /45,689,692 downloads/month
An asynchronous task queue/job queue based on distributed message passing.
celery/github.com/celery/celery / /43,491,470 downloads/month
A high-level web framework that encourages rapid development and clean, pragmatic design.
Also see: awesome-django
django/github.com/django/django / /41,770,326 downloads/month
A leading platform for building Python programs to work with human language data.
nltk/github.com/nltk/nltk / /41,769,147 downloads/month
Full-featured static type checker for Python from Microsoft, the engine behind Pylance.
microsoft/github.com/microsoft/pyright / /41,485,442 downloads/month
An extremely fast Python type checker and language server.
astral-sh/github.com/astral-sh/ty / /41,235,987 downloads/month
Confluent's Python client for Apache Kafka, built on librdkafka.
confluentinc/github.com/confluentinc/confluent-kafka-python / /40,849,690 downloads/month
Python dependency management and packaging made easy.
python-poetry/github.com/python-poetry/poetry / /40,209,790 downloads/month
A wrapper around pycodestyle, pyflakes and McCabe.
PyCQA/github.com/PyCQA/flake8 / /39,378,327 downloads/month
Declarative statistical visualization library for Python.
vega/github.com/vega/altair / /37,949,567 downloads/month
A fully customizable source code analyzer.
pylint-dev/github.com/pylint-dev/pylint / /37,842,245 downloads/month
The official low-level Python client for OpenSearch.
opensearch-project/github.com/opensearch-project/opensearch-py / /37,838,085 downloads/month
A Python parser for human-readable dates in over 200 language locales.
scrapinghub/github.com/scrapinghub/dateparser / /37,715,628 downloads/month
A small, expressive ORM.
coleifer/github.com/coleifer/peewee / /37,660,318 downloads/month
A friendly library for async concurrency and I/O.
python-trio/github.com/python-trio/trio / /35,929,850 downloads/month
Parsing, formatting, storing and validating international phone numbers.
daviddrysdale/github.com/daviddrysdale/python-phonenumbers / /34,783,275 downloads/month
A light but powerful in-process task scheduler that lets you schedule functions.
agronholm/github.com/agronholm/apscheduler / /34,516,893 downloads/month
Python binding to the ammonia HTML sanitizer, a fast replacement for bleach.
messense/github.com/messense/nh3 / /34,260,832 downloads/month
Simple Python interface for creating and rendering Graphviz graphs.
xflr6/github.com/xflr6/graphviz / /33,309,732 downloads/month
The official low-level Python client for Elasticsearch.
elastic/github.com/elastic/elasticsearch-py / /33,193,119 downloads/month
Statistical modeling and econometrics in Python.
statsmodels/github.com/statsmodels/statsmodels / /32,705,791 downloads/month
Pythonic bindings for FFmpeg's libraries.
PyAV-Org/github.com/PyAV-Org/PyAV / /32,648,101 downloads/month
A visual rendering engine for HTML and CSS that can export to PDF.
Kozea/github.com/Kozea/WeasyPrint / /32,360,575 downloads/month
A fast serialization and validation library with built-in support for JSON, MessagePack, YAML, and TOML.
msgspec/github.com/msgspec/msgspec / /30,735,107 downloads/month
Open Source Computer Vision Library.
opencv/github.com/opencv/opencv-python / /30,046,069 downloads/month
Anthropic's Python SDK for building AI agents on Claude Code's harness — custom tools, in-process MCP servers, hooks.
anthropics/github.com/anthropics/claude-agent-sdk-python / /29,777,223 downloads/month
A scalable, portable, and distributed gradient boosting library.
dmlc/github.com/dmlc/xgboost / /29,307,518 downloads/month
A pure Python QR Code generator.
lincolnloop/github.com/lincolnloop/python-qrcode / /28,245,413 downloads/month
A web-based notebook environment for interactive computing.
Also see: awesome-jupyter
jupyter/github.com/jupyter/notebook / /28,144,968 downloads/month
The official ClickHouse client, with SQLAlchemy and Superset connectors.
ClickHouse/github.com/ClickHouse/clickhouse-connect / /28,131,773 downloads/month
Python bindings for Selenium WebDriver.
SeleniumHQ/github.com/SeleniumHQ/selenium / /28,125,961 downloads/month
Statistical data visualization using Matplotlib.
mwaskom/github.com/mwaskom/seaborn / /27,344,655 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 / /27,314,952 downloads/month
A flexible parallel computing library for analytic computing.
dask/github.com/dask/dask / /27,144,482 downloads/month
An ODBC bridge for connecting to SQL Server and any other ODBC-accessible database.
mkleehammer/github.com/mkleehammer/pyodbc / /27,129,607 downloads/month
ASCII transliterations of Unicode text.
avian2/github.com/avian2/unidecode / /25,832,522 downloads/month
A coroutine-based Python networking library that uses greenlet.
gevent/github.com/gevent/gevent / /25,344,374 downloads/month
SQLite and file backed cache backend, compatible with Django.
grantjenks/github.com/grantjenks/python-diskcache / /24,393,816 downloads/month
A powerful and flexible toolkit to build web APIs.
encode/github.com/encode/django-rest-framework / /24,349,345 downloads/month
A Python library for (scientific) image processing.
scikit-image/github.com/scikit-image/scikit-image / /24,270,796 downloads/month
A tool designed to find common security issues in Python code.
PyCQA/github.com/PyCQA/bandit / /24,180,357 downloads/month
A Python interface to the libmagic file type identification library.
ahupp/github.com/ahupp/python-magic / /24,109,094 downloads/month
Mock HTTPX with awesome request patterns and response side effects.
lundberg/github.com/lundberg/respx / /24,038,726 downloads/month
SQLModel is based on Python type annotations, and powered by Pydantic and SQLAlchemy.
fastapi/github.com/fastapi/sqlmodel / /23,720,080 downloads/month
Efficient, Pythonic bidirectional map data structures and related functionality.
jab/github.com/jab/bidict / /23,334,649 downloads/month
An audio library for reading and writing sound files, based on libsndfile, CFFI, and NumPy.
bastibe/github.com/bastibe/python-soundfile / /23,227,320 downloads/month
A set of pure-Python utilities.
mahmoud/github.com/mahmoud/boltons / /22,779,675 downloads/month
A linter that enforces architectural constraints on imports between Python modules.
seddonym/github.com/seddonym/import-linter / /22,497,593 downloads/month
A library for industrial-strength natural language processing in Python and Cython.
explosion/github.com/explosion/spaCy / /20,841,523 downloads/month
Record and replay HTTP interactions on your tests.
kevin1024/github.com/kevin1024/vcrpy / /20,780,613 downloads/month
A test fixtures replacement for Python.
FactoryBoy/github.com/FactoryBoy/factory_boy / /20,226,882 downloads/month
Travel through time in your tests by mocking the current time at the C level.
adamchainz/github.com/adamchainz/time-machine / /20,166,378 downloads/month
A framework which lets you build dashboards, generate reports, or create chat apps in minutes.
streamlit/github.com/streamlit/streamlit / /19,780,702 downloads/month
A sampling profiler for Python programs. Written in Rust.
benfred/github.com/benfred/py-spy / /18,855,499 downloads/month
A fast, distributed, high performance gradient boosting framework.
lightgbm-org/github.com/lightgbm-org/LightGBM / /18,621,637 downloads/month
A data quality framework for validating, documenting, and profiling data with declarative expectations.
fivetran/github.com/fivetran/great_expectations / /18,568,234 downloads/month
Python Documentation generator.
Also see: awesome-sphinxdoc
sphinx-doc/github.com/sphinx-doc/sphinx/ / /17,829,635 downloads/month
The official Python driver for Oracle Database, successor to cx_Oracle.
oracle/github.com/oracle/python-oracledb / /17,568,503 downloads/month
Easy Pythonic way to download market and financial data from Yahoo Finance.
ranaroussi/github.com/ranaroussi/yfinance / /17,468,071 downloads/month
A wrapper for the Tesseract OCR engine.
madmaze/github.com/madmaze/pytesseract / /17,256,618 downloads/month
A generator library for concise, unambiguous and URL-safe UUIDs.
skorokithakis/github.com/skorokithakis/shortuuid / /16,835,821 downloads/month
Manipulate audio with a simple and easy high level interface.
jiaaro/github.com/jiaaro/pydub / /16,812,770 downloads/month
uv's fast, minimal build backend for pure-Python projects.
astral-sh/github.com/astral-sh/uv / /16,332,673 downloads/month
MySQL and MariaDB connector (MySQLdb1 fork).
PyMySQL/github.com/PyMySQL/mysqlclient / /15,991,889 downloads/month
Universal feed parser.
kurtmckee/github.com/kurtmckee/feedparser / /15,412,504 downloads/month
Radically simplified static file serving for WSGI applications, with compression and caching headers.
evansd/github.com/evansd/whitenoise / /14,715,906 downloads/month
Auto builds and tests distributions in multiple Python versions.
tox-dev/github.com/tox-dev/tox / /14,544,153 downloads/month
Python tool for converting files and office documents to Markdown.
microsoft/github.com/microsoft/markitdown / /14,435,287 downloads/month
A tool for finding and analyzing dead Python code.
jendrikseipp/github.com/jendrikseipp/vulture / /14,259,164 downloads/month
A unified framework for scaling AI and Python applications.
ray-project/github.com/ray-project/ray/ / /13,965,314 downloads/month
Makes Unicode text less broken and more consistent automagically.
rspeer/github.com/rspeer/python-ftfy / /13,950,601 downloads/month
Hydra is a framework for elegantly configuring complex applications.
hydra-ecosystem/github.com/hydra-ecosystem/hydra / /13,918,554 downloads/month
Python Extensions for Windows.
mhammond/github.com/mhammond/pywin32 / /13,859,228 downloads/month
Python tools for geographic data (GeoSeries/GeoDataFrame) built on pandas.
geopandas/github.com/geopandas/geopandas / /13,747,799 downloads/month
IPython-enabled pdb.
gotcha/github.com/gotcha/ipdb / /13,581,932 downloads/month
The observability platform for Python, from the makers of Pydantic.
pydantic/github.com/pydantic/logfire / /13,369,523 downloads/month
An event-driven networking engine.
twisted/github.com/twisted/twisted / /13,347,077 downloads/month
A tool for gathering text and metadata from the web, with built-in content filtering.
adbar/github.com/adbar/trafilatura / /13,298,732 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 / /13,124,897 downloads/month
A little task queue with multi-process, multi-thread, or greenlet workers.
coleifer/github.com/coleifer/huey / /12,613,184 downloads/month
Python serial port access library for Windows, macOS, Linux, and BSD.
pyserial/github.com/pyserial/pyserial / /12,581,255 downloads/month
OpenAI's framework for building and managing AI agents.
openai/github.com/openai/openai-agents-python / /12,567,508 downloads/month
A collection of custom storage back ends for Django.
jschneier/github.com/jschneier/django-storages / /12,471,374 downloads/month
An end-to-end machine learning platform from Google.
tensorflow/github.com/tensorflow/tensorflow / /12,068,391 downloads/month
An asyncio SMTP client.
cole/github.com/cole/aiosmtplib / /12,005,480 downloads/month
A documentation framework and Material Design theme built on MkDocs.
squidfunk/github.com/squidfunk/mkdocs-material / /11,823,709 downloads/month
A mock data generation library based on type hints (continuation of pydantic-factories).
litestar-org/github.com/litestar-org/polyfactory / /11,595,587 downloads/month
A high-level deep learning library with support for JAX, TensorFlow, and PyTorch backends.
keras-team/github.com/keras-team/keras / /11,198,616 downloads/month
Pure-Python RabbitMQ/AMQP 0-9-1 client library.
pika/github.com/pika/pika / /11,004,769 downloads/month
Python Geocoding Toolbox.
geopy/github.com/geopy/geopy / /10,981,417 downloads/month
Python driver with native interface for ClickHouse.
mymarilyn/github.com/mymarilyn/clickhouse-driver / /10,960,437 downloads/month
A memory profiler that tracks allocations in Python code, native extensions, and the interpreter itself.
bloomberg/github.com/bloomberg/memray / /10,820,317 downloads/month
Parsing and analyzing ELF files and DWARF debugging information.
eliben/github.com/eliben/pyelftools / /10,514,121 downloads/month
A Whisper reimplementation on CTranslate2, up to 4 times faster than openai-whisper with less memory.
SYSTRAN/github.com/SYSTRAN/faster-whisper / /10,311,592 downloads/month
Converts Python programs into stand-alone executables (cross-platform).
pyinstaller/github.com/pyinstaller/pyinstaller / /10,131,699 downloads/month
Google's code-first toolkit for building, evaluating, and deploying AI agents.
google/github.com/google/adk-python / /9,964,702 downloads/month
A Rust HTTP server for Python applications built on top of Hyper and Tokio, supporting WSGI/ASGI/RSGI.
emmett-framework/github.com/emmett-framework/granian / /9,918,884 downloads/month
Deep learning framework to train, deploy, and ship AI products Lightning fast.
Lightning-AI/github.com/Lightning-AI/pytorch-lightning / /9,707,391 downloads/month
Scalable user load testing tool written in Python.
locustio/github.com/locustio/locust / /9,377,703 downloads/month
A library for high-performance numerical computing with automatic differentiation and JIT compilation.
jax-ml/github.com/jax-ml/jax / /9,132,907 downloads/month
Simple job queues for Python.
rq/github.com/rq/rq / /9,053,701 downloads/month
Python library for audio and music analysis.
librosa/github.com/librosa/librosa / /8,788,019 downloads/month
Display various debug information for Django.
django-commons/github.com/django-commons/django-debug-toolbar / /8,780,308 downloads/month
A library for extracting structured data from LLMs, powered by Pydantic.
567-labs/github.com/567-labs/instructor / /8,577,828 downloads/month
A statistical wall-clock profiler with low overhead and readable call-tree output.
joerick/github.com/joerick/pyinstrument / /8,568,360 downloads/month
A data validation library for dataframes, with support for pandas, polars, PySpark, and more.
unionai-oss/github.com/unionai-oss/pandera / /8,468,750 downloads/month
A library for parameter-efficient fine-tuning of large pretrained models.
huggingface/github.com/huggingface/peft / /8,265,648 downloads/month
WebSocket & WAMP for Python on Twisted and asyncio.
crossbario/github.com/crossbario/autobahn-python / /8,208,476 downloads/month
A real-time monitor and web admin for Celery task queues.
mher/github.com/mher/flower / /8,104,613 downloads/month
An orchestration platform for the development, production, and observation of data assets.
dagster-io/github.com/dagster-io/dagster / /7,968,999 downloads/month
Make websites accessible for AI agents with easy browser automation.
browser-use/github.com/browser-use/browser-use / /7,938,826 downloads/month
A fast type checker and language server for Python.
facebook/github.com/facebook/pyrefly / /7,871,478 downloads/month
A radically simple IT automation platform.
ansible/github.com/ansible/ansible / /7,792,370 downloads/month
The Eclipse Paho MQTT client for Python.
eclipse-paho/github.com/eclipse-paho/paho.mqtt.python / /7,679,254 downloads/month
A developer-friendly embedded retrieval database for multimodal AI.
lancedb/github.com/lancedb/lancedb / /7,579,268 downloads/month
Supervisor process control system for UNIX.
Supervisor/github.com/Supervisor/supervisor / /7,474,187 downloads/month
A simple, Pythonic tool for remote execution and deployment.
fabric/github.com/fabric/fabric / /7,339,794 downloads/month
A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
PrefectHQ/github.com/PrefectHQ/prefect / /7,105,756 downloads/month
A Python module to handle audio metadata.
quodlibet/github.com/quodlibet/mutagen / /7,098,556 downloads/month
A fast and simple micro-framework distributed as a single file with no dependencies.
bottlepy/github.com/bottlepy/bottle / /6,982,088 downloads/month
Modern, extensible Python project manager for environments, builds, and publishing.
pypa/github.com/pypa/hatch / /6,954,766 downloads/month
Airflow is a platform to programmatically author, schedule and monitor workflows.
apache/github.com/apache/airflow / /6,931,892 downloads/month
A fancy and practical functional tools.
Suor/github.com/Suor/funcy / /6,762,761 downloads/month
A command-line utility that creates projects from cookiecutters (project templates).
cookiecutter/github.com/cookiecutter/cookiecutter / /6,699,332 downloads/month
A framework for building data apps and dashboards in pure Python, built on Plotly.
plotly/github.com/plotly/dash / /6,632,604 downloads/month
A full-fledged subprocess replacement for Python.
amoffat/github.com/amoffat/sh / /6,573,759 downloads/month
An open-source embedding database for building AI applications with embeddings and semantic search.
chroma-core/github.com/chroma-core/chroma / /6,561,492 downloads/month
Multi-threaded, powers Pyramid.
Pylons/github.com/Pylons/waitress / /6,486,158 downloads/month
An ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn.
pgjones/github.com/pgjones/hypercorn / /6,436,908 downloads/month
An implementation of figlet written in Python.
pwaller/github.com/pwaller/pyfiglet / /6,160,951 downloads/month
A GraphQL library that leverages Python type annotations for schema definition.
strawberry-graphql/github.com/strawberry-graphql/strawberry / /5,945,896 downloads/month
A task runner that defines tasks in pyproject.toml and works with poetry or uv.
nat-n/github.com/nat-n/poethepoet / /5,738,284 downloads/month
Cheminformatics and Machine Learning Software.
rdkit/github.com/rdkit/rdkit / /5,686,892 downloads/month
Python job scheduling for humans.
dbader/github.com/dbader/schedule / /5,628,993 downloads/month
A fast, scalable, high performance gradient boosting on decision trees library.
catboost/github.com/catboost/catboost / /5,601,448 downloads/month
Operate and manipulate physical quantities with units and dimensional analysis.
hgrecco/github.com/hgrecco/pint / /5,586,618 downloads/month
A Python agent framework for building generative AI applications with structured schemas.
pydantic/github.com/pydantic/pydantic-ai / /5,475,138 downloads/month
A framework for programming, not prompting, language models.
stanfordnlp/github.com/stanfordnlp/dspy / /5,453,837 downloads/month
A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
urwid/github.com/urwid/urwid / /5,397,349 downloads/month
Interactive Web Plotting for Python.
bokeh/github.com/bokeh/bokeh / /5,274,147 downloads/month
A modern datetime library, type-safe and DST-safe, in Rust or pure Python.
ariebovenberg/github.com/ariebovenberg/whenever / /5,253,552 downloads/month
Authentication app for Django that "just works."
pennersr/github.com/pennersr/django-allauth / /5,218,734 downloads/month
Build and share machine learning apps, all in Python.
gradio-app/github.com/gradio-app/gradio / /5,186,371 downloads/month
A module for Tabular Datasets in XLS, CSV, JSON, YAML.
jazzband/github.com/jazzband/tablib / /4,978,995 downloads/month
A library that provides pre-trained diffusion models for generating and editing images, audio, and video.
huggingface/github.com/huggingface/diffusers / /4,976,627 downloads/month
Brings WebSocket, long-poll HTTP, and other async support to Django.
django/github.com/django/channels / /4,968,257 downloads/month
A general-purpose automatic speech recognition model trained on 680k hours of multilingual and multitask supervised data.
openai/github.com/openai/whisper / /4,955,031 downloads/month
A Python library for building data pipelines with automatic schema inference, incremental loading, and support for multiple sources and destinations.
dlt-hub/github.com/dlt-hub/dlt / /4,896,970 downloads/month
Dynaconf is a configuration manager with plugins for Django and Flask.
dynaconf/github.com/dynaconf/dynaconf / /4,881,624 downloads/month
An OAuth 2.0 authorization server for Django.
django-oauth/github.com/django-oauth/django-oauth-toolkit / /4,741,365 downloads/month
Biopython is a set of freely available tools for biological computation.
biopython/github.com/biopython/biopython / /4,687,033 downloads/month
The most popular Chinese text segmentation library.
fxsjy/github.com/fxsjy/jieba / /4,676,471 downloads/month
Python dictionaries with advanced dot notation access.
cdgriffith/github.com/cdgriffith/Box / /4,488,828 downloads/month
A module for script-based movie editing with many formats, including animated GIFs.
Zulko/github.com/Zulko/moviepy / /4,306,310 downloads/month
A fast high-level web crawling and scraping framework.
scrapy/github.com/scrapy/scrapy / /4,298,505 downloads/month
Ultralytics YOLO for object detection, segmentation, pose estimation, classification, and tracking.
ultralytics/github.com/ultralytics/ultralytics / /4,289,699 downloads/month
A tool for building self-contained Python executable environments (PEP 441 zipapps).
pex-tool/github.com/pex-tool/pex / /4,267,807 downloads/month
A library for reading audio file metadata of MP3, MP4, WAV, OGG, FLAC, WMA, and AIFF files.
tinytag/github.com/tinytag/tinytag / /4,199,020 downloads/month
Easy, generic parser combinator library for creating parsers.
python-parsy/github.com/python-parsy/parsy / /3,976,501 downloads/month
An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
mitmproxy/github.com/mitmproxy/mitmproxy / /3,918,143 downloads/month
Fast, Django REST framework based on type hints and Pydantic.
vitalik/github.com/vitalik/django-ninja / /3,917,690 downloads/month
A tool for producing forecasts for time series with multiple seasonality and trend changes.
facebook/github.com/facebook/prophet / /3,894,072 downloads/month
A spec-first framework that automatically handles requests based on your OpenAPI specification.
spec-first/github.com/spec-first/connexion / /3,826,323 downloads/month
A tiny, document-oriented database.
msiemens/github.com/msiemens/tinydb / /3,762,562 downloads/month
Flexible test automation for Python.
wntrblm/github.com/wntrblm/nox / /3,746,120 downloads/month
A generic test automation framework.
robotframework/github.com/robotframework/robotframework / /3,712,684 downloads/month
A standard API for reinforcement learning environments with popular reference environments (gym successor).
Farama-Foundation/github.com/Farama-Foundation/Gymnasium / /3,677,370 downloads/month
Install and Run Python Applications in Isolated Environments. Like npx in Node.js.
pypa/github.com/pypa/pipx / /3,575,265 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 / /3,351,281 downloads/month
A tool for automatic property-based testing of web APIs from OpenAPI or GraphQL schemas.
schemathesis/github.com/schemathesis/schemathesis / /3,348,132 downloads/month
The Python Driver for Apache Cassandra.
apache/github.com/apache/cassandra-python-driver / /3,312,088 downloads/month
A portable Python dataframe library with a single API for 20+ backends.
ibis-project/github.com/ibis-project/ibis / /3,277,467 downloads/month
A brilliant packet manipulation library.
secdev/github.com/secdev/scapy / /3,242,995 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 / /3,199,446 downloads/month
Library for converting documents into structured data.
docling-project/github.com/docling-project/docling / /2,977,757 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 / /2,944,686 downloads/month
Python bindings and utilities for GeoJSON.
jazzband/github.com/jazzband/geojson / /2,927,806 downloads/month
Topic Modeling for Humans.
piskvorky/github.com/piskvorky/gensim / /2,897,842 downloads/month
A toolkit for building RAG pipelines and agents over your data.
run-llama/github.com/run-llama/llama_index / /2,874,548 downloads/month
A community Python library for Astronomy.
astropy/github.com/astropy/astropy / /2,849,175 downloads/month
A Pythonic interface for Amazon DynamoDB.
pynamodb/github.com/pynamodb/PynamoDB / /2,828,683 downloads/month
Official Microsoft driver for SQL Server and Azure SQL, built on ODBC for high performance.
microsoft/github.com/microsoft/mssql-python / /2,746,724 downloads/month
A tool to remove image backgrounds.
danielgatis/github.com/danielgatis/rembg / /2,610,349 downloads/month
Compresses linked and inline JavaScript or CSS into a single cached file.
django-compressor/github.com/django-compressor/django-compressor / /2,545,024 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 / /2,533,754 downloads/month
A new kind of Progress Bar, with real-time throughput, eta and very cool animations.
rsalmei/github.com/rsalmei/alive-progress / /2,517,768 downloads/month
A high-performance serving framework for large language models and multimodal models.
sgl-project/github.com/sgl-project/sglang / /2,496,875 downloads/month
A cross-platform windowing and multimedia library for Python.
pyglet/github.com/pyglet/pyglet / /2,484,798 downloads/month
A framework for orchestrating role-playing autonomous AI agents for collaborative task solving.
crewAIInc/github.com/crewAIInc/crewAI / /2,466,874 downloads/month
A library for post-training transformer language models with SFT, DPO, GRPO, and other trainers.
huggingface/github.com/huggingface/trl / /2,466,101 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 / /2,452,646 downloads/month
Pygame is a set of Python modules designed for writing games.
pygame/github.com/pygame/pygame / /2,233,631 downloads/month
Open Source Differentiable Computer Vision Library for PyTorch.
kornia/github.com/kornia/kornia / /2,192,125 downloads/month
Create barcodes in Python with no extra dependencies.
WhyNotHugo/github.com/WhyNotHugo/python-barcode / /2,191,085 downloads/month
HTTP security headers for Python web applications with ASGI and WSGI middleware.
TypeError/github.com/TypeError/secure / /2,181,128 downloads/month
Distributed task queue with native asyncio support and pluggable brokers.
taskiq-python/github.com/taskiq-python/taskiq / /2,090,340 downloads/month
Strawberry GraphQL integration with Django.
A high-throughput and memory-efficient inference and serving engine for LLMs.
vllm-project/github.com/vllm-project/vllm / /2,018,200 downloads/month
Socket.IO integration for Flask applications.
miguelgrinberg/github.com/miguelgrinberg/Flask-SocketIO / /2,015,233 downloads/month
A slick ORM cache with automatic granular event-driven invalidation.
Suor/github.com/Suor/django-cacheops / /1,994,528 downloads/month
An intelligent memory layer for AI agents enabling personalized interactions.
mem0ai/github.com/mem0ai/mem0 / /1,987,888 downloads/month
A small, fast, down-to-earth, open source Python web framework.
Pylons/github.com/Pylons/pyramid / /1,984,864 downloads/month
dogpile.cache is a next generation replacement for Beaker made by the same authors.
sqlalchemy/github.com/sqlalchemy/dogpile.cache / /1,923,821 downloads/month
Ready-to-use OCR with 80+ languages supported.
JaidedAI/github.com/JaidedAI/EasyOCR / /1,912,398 downloads/month
A Python library for generating fake but realistic data in multiple languages and locales.
lk-geimfari/github.com/lk-geimfari/mimesis / /1,905,817 downloads/month
Python Integration with the .NET Common Language Runtime (CLR).
pythonnet/github.com/pythonnet/pythonnet / /1,905,562 downloads/month
A fast and reliable background task processing library for Python 3.
Bogdanp/github.com/Bogdanp/dramatiq / /1,760,512 downloads/month
Production-ready, capable and extensible ASGI Web framework.
litestar-org/github.com/litestar-org/litestar / /1,714,663 downloads/month
A library to control and monitor input devices.
moses-palmer/github.com/moses-palmer/pynput / /1,698,098 downloads/month
Simple and extensible administrative interface framework for Flask.
pallets-eco/github.com/pallets-eco/flask-admin / /1,693,173 downloads/month
Convert Chinese hanzi (漢字) to pinyin (拼音).
mozillazg/github.com/mozillazg/python-pinyin / /1,659,041 downloads/month
A Python Object-Document-Mapper for working with MongoDB.
MongoEngine/github.com/MongoEngine/mongoengine / /1,600,667 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 / /1,588,064 downloads/month
Fast statistical forecasting models such as ARIMA, ETS, and Theta, compiled with numba.
Nixtla/github.com/Nixtla/statsforecast / /1,579,084 downloads/month
A cross platform Bluetooth Low Energy Client for Python using asyncio.
hbldh/github.com/hbldh/bleak / /1,576,471 downloads/month
An asynchronous Python object-document mapper (ODM) for MongoDB.
BeanieODM/github.com/BeanieODM/beanie / /1,507,928 downloads/month
A modern static site generator for technical documentation.
zensical/github.com/zensical/zensical / /1,490,338 downloads/month
Rope is a python refactoring library.
python-rope/github.com/python-rope/rope / /1,484,173 downloads/month
A library and command-line utility for rendering project templates.
copier-org/github.com/copier-org/copier / /1,459,637 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 / /1,405,091 downloads/month
Python bindings for the Qt cross-platform application and UI framework.
Python framework for web automation & testing, with stealth options.
seleniumbase/github.com/seleniumbase/SeleniumBase / /1,376,959 downloads/month
A modern Django admin theme for building dashboards, internal tools, and business applications.
unfoldadmin/github.com/unfoldadmin/django-unfold / /1,370,027 downloads/month
Expressive statecharts and finite state machines with a declarative API, in sync and async codebases.
fgmacedo/github.com/fgmacedo/python-statemachine / /1,365,942 downloads/month
Advanced Python REPL built on top of the python-prompt-toolkit.
prompt-toolkit/github.com/prompt-toolkit/ptpython / /1,357,785 downloads/month
A lightweight cross-platform native wrapper around a webview component.
r0x0r/github.com/r0x0r/pywebview/ / /1,348,978 downloads/month
Inspect variables, expressions, and program execution with a single, simple function call.
gruns/github.com/gruns/icecream / /1,324,184 downloads/month
Fully featured framework for fast, easy and documented API development with Flask.
python-restx/github.com/python-restx/flask-restx / /1,276,968 downloads/month
A framework for building asynchronous services over Apache Kafka, RabbitMQ, NATS, MQTT and Redis.
ag2ai/github.com/ag2ai/faststream / /1,273,850 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 / /1,271,872 downloads/month
Auto-generates API documentation for Python projects.
mitmproxy/github.com/mitmproxy/pdoc / /1,261,373 downloads/month
Probabilistic programming and Bayesian modeling in Python.
pymc-devs/github.com/pymc-devs/pymc / /1,258,591 downloads/month
A low-overhead tool that traces and visualizes Python code execution.
gaogaotiantian/github.com/gaogaotiantian/viztracer / /1,212,699 downloads/month
Multilingual OCR and document parsing toolkit based on PaddlePaddle.
PaddlePaddle/github.com/PaddlePaddle/PaddleOCR / /1,200,923 downloads/month
Python library and CLI tool for converting text to speech using Google Translate TTS.
pndurette/github.com/pndurette/gTTS / /1,189,553 downloads/month
Cognitive complexity analysis for Python code, written in Rust.
rohaquinlop/github.com/rohaquinlop/complexipy / /1,146,250 downloads/month
Python bindings for MagickWand, C API for ImageMagick.
emcconville/github.com/emcconville/wand / /1,129,742 downloads/month
A unified scikit-learn-style framework for forecasting and other time-series learning tasks.
sktime/github.com/sktime/sktime / /1,066,322 downloads/month
A financial data interface library, with data provided for academic research only.
akfamily/github.com/akfamily/akshare / /996,906 downloads/month
Approximate Nearest Neighbors in C++/Python optimized for memory usage.
spotify/github.com/spotify/annoy / /963,022 downloads/month
An easy-to-use, Python-based UI framework, which shows up in your web browser.
zauberzeug/github.com/zauberzeug/nicegui / /953,236 downloads/month
An admin interface for SQLAlchemy models in FastAPI and Starlette.
smithyhq/github.com/smithyhq/sqladmin / /948,539 downloads/month
A set of type-safe monads, transformers, and composition utilities.
dry-python/github.com/dry-python/returns / /934,667 downloads/month
Multi-vendor library to simplify CLI connections to network devices.
ktbyers/github.com/ktbyers/netmiko / /924,735 downloads/month
Diagram as Code.
mingrammer/github.com/mingrammer/diagrams / /908,680 downloads/month
Implementation of per-object permissions for Django.
django-guardian/github.com/django-guardian/django-guardian / /898,914 downloads/month
A full-screen, console-based Python debugger.
inducer/github.com/inducer/pudb / /886,725 downloads/month
Python CLI utility and library for manipulating SQLite databases.
simonw/github.com/simonw/sqlite-utils / /886,283 downloads/month
Faster, lower-memory LLM fine-tuning, as a Python library or a desktop app.
unslothai/github.com/unslothai/unsloth / /880,444 downloads/month
Library for downloading structured data from SEC EDGAR filings and XBRL financial statements.
dgunning/github.com/dgunning/edgartools / /875,865 downloads/month
A binding for libvips, a fast image processing library with low memory needs.
libvips/github.com/libvips/pyvips / /867,721 downloads/month
An IBM-backed quantum SDK for building, simulating, and running circuits on real quantum hardware.
Qiskit/github.com/Qiskit/qiskit / /833,905 downloads/month
A cartographic python library with matplotlib support.
SciTools/github.com/SciTools/cartopy / /798,575 downloads/month
The Stanford NLP Group's official Python library, supporting 60+ languages.
stanfordnlp/github.com/stanfordnlp/stanza / /774,713 downloads/month
Python Bindings for GLib/GObject/GIO/GTK.
GNOME/github.com/GNOME/pygobject / /729,588 downloads/month
PyTorch implementations of Stable Baselines (deep) reinforcement learning algorithms.
DLR-RM/github.com/DLR-RM/stable-baselines3 / /672,399 downloads/month
The fastest way to create an HTML app.
AnswerDotAI/github.com/AnswerDotAI/fasthtml / /633,310 downloads/month
Compiles Python programs into high-performance standalone executables (cross-platform).
Nuitka/github.com/Nuitka/Nuitka / /625,497 downloads/month
A modern and customizable python UI-library based on Tkinter.
TomSchimansky/github.com/tomschimansky/customtkinter / /619,801 downloads/month
The official Python client for the Meilisearch search engine.
meilisearch/github.com/meilisearch/meilisearch-python / /618,662 downloads/month
A Django content management system.
wagtail/github.com/wagtail/wagtail / /613,716 downloads/month
A Python serverless microframework for AWS.
aws/github.com/aws/chalice / /595,343 downloads/month
A command line HTTP client, a user-friendly cURL replacement.
httpie/github.com/httpie/cli / /595,146 downloads/month
A software construction tool.
SCons/github.com/SCons/scons / /583,489 downloads/month
Python bindings for MPI.
mpi4py/github.com/mpi4py/mpi4py / /564,973 downloads/month
A task runner and build tool.
pydoit/github.com/pydoit/doit / /544,760 downloads/month
Run and fine-tune large language models on Apple Silicon with MLX.
ml-explore/github.com/ml-explore/mlx-lm / /541,777 downloads/month
An actively developed drop-in replacement with new features and performance improvements (pygame fork).
pygame-community/github.com/pygame-community/pygame-ce / /533,173 downloads/month
A process-based discrete-event simulation framework.
gitlab.com/team-simpy/simpy /519,253 downloads/month
A minimal PyPI server for uploading and installing packages with pip.
pypiserver/github.com/pypiserver/pypiserver / /504,746 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 / /503,506 downloads/month
A tiny but powerful app providing object-level permissions to Django, without requiring a database.
dfunckt/github.com/dfunckt/django-rules / /466,564 downloads/month
A context database for AI agents that unifies memory, resources, and skills.
volcengine/github.com/volcengine/OpenViking / /433,190 downloads/month
A Flask/Marshmallow-based REST API framework with automatic OpenAPI documentation.
marshmallow-code/github.com/marshmallow-code/flask-smorest / /417,477 downloads/month
A Python-powered shell. Full-featured and cross-platform.
xonsh/github.com/xonsh/xonsh/ / /411,436 downloads/month
A port of the django-debug-toolbar to flask.
pallets-eco/github.com/pallets-eco/flask-debugtoolbar / /408,311 downloads/month
A high-performance, high-precision CPU, GPU, and memory profiler for Python.
plasma-umass/github.com/plasma-umass/scalene / /344,715 downloads/month
A CTF framework and exploit development library.
Gallopsled/github.com/Gallopsled/pwntools / /313,718 downloads/month
A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
dashingsoft/github.com/dashingsoft/pyarmor / /300,194 downloads/month
Implementing a comprehensive number of colour theory transformations and algorithms.
colour-science/github.com/colour-science/colour / /299,936 downloads/month
A tool to analyze Python code.
prospector-dev/github.com/prospector-dev/prospector / /293,028 downloads/month
A Python library for causal and probabilistic reasoning with graphical models.
pgmpy/github.com/pgmpy/pgmpy / /287,190 downloads/month
Industrial-grade speech recognition toolkit with speaker diarization and emotion detection.
modelscope/github.com/modelscope/FunASR / /283,438 downloads/month
Cross-platform GUI framework for building modern apps in pure Python.
flet-dev/github.com/flet-dev/flet / /282,892 downloads/month
A jazzy skin for the Django Admin-Interface.
sehmaschine/github.com/sehmaschine/django-grappelli / /281,391 downloads/month
A framework for building reactive, full-stack web applications entirely with Python.
reflex-dev/github.com/reflex-dev/reflex / /277,319 downloads/month
Yet another Gmail/SMTP client.
kootenpv/github.com/kootenpv/yagmail / /249,908 downloads/month
Quantum Toolbox in Python.
qutip/github.com/qutip/qutip / /234,378 downloads/month
A fast Python implementation of collaborative filtering for implicit datasets.
benfred/github.com/benfred/implicit / /222,429 downloads/month
PostgreSQL CLI with autocompletion and syntax highlighting.
dbcli/github.com/dbcli/pgcli / /218,193 downloads/month
Turns Python code into shell commands and runs them on your servers.
pyinfra-dev/github.com/pyinfra-dev/pyinfra / /216,000 downloads/month
Modular search for Django.
django-haystack/github.com/django-haystack/django-haystack / /215,613 downloads/month
A simple GPU-accelerated Python GUI framework.
hoffstadt/github.com/hoffstadt/DearPyGui / /214,976 downloads/month
3D game engine developed jointly by Disney and contributors from around the world.
panda3d/github.com/panda3d/panda3d / /204,628 downloads/month
A lightweight Python web API framework based on Flask, supporting marshmallow schemas and Pydantic models.
apiflask/github.com/apiflask/apiflask / /195,312 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 / /190,431 downloads/month
A Python toolbox for seismology.
obspy/github.com/obspy/obspy / /184,568 downloads/month
An open-source framework for cross-platform GUI apps on desktop, mobile, and embedded platforms.
kivy/github.com/kivy/kivy / /177,419 downloads/month
An adaptive personal AI assistant that grows with you.
NousResearch/github.com/NousResearch/hermes-agent / /176,120 downloads/month
A cross-platform GUI toolkit that wraps the wxWidgets C++ library.
wxWidgets/github.com/wxWidgets/Phoenix / /167,989 downloads/month
A cross-platform library for quantum computing, quantum machine learning, and quantum chemistry.
PennyLaneAI/github.com/PennyLaneAI/pennylane / /158,483 downloads/month
sklearn compatible API with the widest toolset for feature engineering and selection.
feature-engine/github.com/feature-engine/feature_engine / /158,307 downloads/month
An animation engine for explanatory math videos.
ManimCommunity/github.com/ManimCommunity/manim / /143,423 downloads/month
The open-source tool for building high-quality datasets and computer vision models.
voxel51/github.com/voxel51/fiftyone / /131,435 downloads/month
Infrastructure automation and management system.
saltstack/github.com/saltstack/salt / /130,646 downloads/month
Converts Python scripts into standalone executables and installers for Windows, macOS, and Linux.
marcelotduarte/github.com/marcelotduarte/cx_Freeze / /121,230 downloads/month
Cross-vendor API to manipulate network devices.
napalm-automation/github.com/napalm-automation/napalm / /118,354 downloads/month
PyPI server and packaging/testing/release tool.
devpi/github.com/devpi/devpi / /103,135 downloads/month
A tmux session manager.
tmux-python/github.com/tmux-python/tmuxp / /101,611 downloads/month
A deduplicating archiver with compression and encryption.
borgbackup/github.com/borgbackup/borg / /100,592 downloads/month
A pure Python HTML5 parser that sanitizes untrusted HTML by default.
EmilStenstrom/github.com/EmilStenstrom/justhtml/ / /99,166 downloads/month
A Google-developed framework focused on hardware-aware quantum circuit design for NISQ devices.
quantumlib/github.com/quantumlib/Cirq / /98,826 downloads/month
The easy-to-use and developer-friendly enterprise CMS powered by Django.
django-cms/github.com/django-cms/django-cms / /93,549 downloads/month
A package to create full-screen text UIs (from interactive forms to ASCII animations).
peterbrittain/github.com/peterbrittain/asciimatics / /83,083 downloads/month
MySQL CLI with autocompletion and syntax highlighting.
dbcli/github.com/dbcli/mycli / /81,992 downloads/month
Hunt down social media accounts by username across social networks.
sherlock-project/github.com/sherlock-project/sherlock / /65,828 downloads/month
A financial data platform for analysts, quants and AI agents.
openbq-org/github.com/openbq-org/OpenBB / /60,788 downloads/month
A scikit for building and analyzing recommender systems.
NicolasHug/github.com/NicolasHug/Surprise / /60,360 downloads/month
A music library manager and MusicBrainz tagger.
beetbox/github.com/beetbox/beets / /51,756 downloads/month
SQLite CLI with autocompletion and syntax highlighting.
dbcli/github.com/dbcli/litecli / /49,507 downloads/month
An agent-based modeling framework for building, analyzing, and visualizing complex system simulations.
mesa/github.com/mesa/mesa / /48,559 downloads/month
Automatic SQL injection and database takeover tool.
sqlmapproject/github.com/sqlmapproject/sqlmap / /42,755 downloads/month
Static site generator that supports Markdown and reST syntax.
getpelican/github.com/getpelican/pelican / /41,454 downloads/month
Official MongoDB database backend for Django.
mongodb/github.com/mongodb/django-mongodb-backend / /38,672 downloads/month
An easy-to-use library for creating 2D arcade games.
pythonarcade/github.com/pythonarcade/arcade / /37,455 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 / /32,370 downloads/month
A lightweight, in-process vector database that embeds directly into applications.
alibaba/github.com/alibaba/zvec / /29,750 downloads/month
Modern REST with speed, types, async, msgspec, pydantic and other goodies.
A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
thumbor/github.com/thumbor/thumbor / /18,881 downloads/month
A Python native, OS native GUI toolkit.
beeware/github.com/beeware/toga / /15,079 downloads/month
A graph-native context and knowledge layer for AI agents with reasoning, provenance, and governance.
semantica-agi/github.com/semantica-agi/semantica / /14,839 downloads/month
Redis CLI with autocompletion and syntax highlighting.
laixintao/github.com/laixintao/iredis / /14,287 downloads/month
A static website and blog generator.
getnikola/github.com/getnikola/nikola / /12,577 downloads/month
PyPI mirroring tool provided by Python Packaging Authority (PyPA).
pypa/github.com/pypa/bandersnatch/ / /12,200 downloads/month
A framework for fine-tuning and post-training large language models.
axolotl-ai-cloud/github.com/axolotl-ai-cloud/axolotl / /9,861 downloads/month
Paranoid text spacing.
vinta/github.com/vinta/pangu.py / /9,609 downloads/month
A Python version manager for Windows (rbenv-win fork).
pyenv-win/github.com/pyenv-win/pyenv-win / /3,737 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 / /3,673 downloads/month
Minimal examples of data structures and algorithms.
keon/github.com/keon/algorithms / /1,245 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.
Build CLIs from type-hinted functions, with docstring-based help.
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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