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.

328k+ stars on GitHub / Updated October 19, 2026 / Maintained by @vinta and @JinyangWang27

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Row number Tags
Python interface to Amazon Web Services.
boto/github.com/boto/boto3 / /2,520,489,348 downloads/month
An HTTP library with thread-safe connection pooling, file post, and more.
urllib3/github.com/urllib3/urllib3 / /1,404,361,535 downloads/month
Universal character encoding detector, and a dependency of requests.
jawah/github.com/jawah/charset_normalizer / /1,277,050,437 downloads/month
HTTP Requests for Humans.
psf/github.com/psf/requests / /1,276,972,294 downloads/month
A package designed to expose cryptographic primitives and recipes to Python developers.
pyca/github.com/pyca/cryptography / /1,148,614,833 downloads/month
A generic syntax highlighter.
pygments/github.com/pygments/pygments / /1,000,635,195 downloads/month
A full-featured YAML framework for Python.
yaml/github.com/yaml/pyyaml / /990,690,053 downloads/month
Extensions to the standard Python datetime module.
dateutil/github.com/dateutil/dateutil / /965,101,699 downloads/month
The historical and still most widely used pyproject build backend.
pypa/github.com/pypa/setuptools / /950,965,126 downloads/month
Data validation using Python type hints.
pydantic/github.com/pydantic/pydantic / /925,155,544 downloads/month
A fundamental package for scientific computing with Python.
numpy/github.com/numpy/numpy / /890,818,561 downloads/month
A package for creating beautiful command line interfaces in a composable way.
pallets/github.com/pallets/click / /889,956,188 downloads/month
A high-level async concurrency and networking framework that works on top of asyncio or trio.
agronholm/github.com/agronholm/anyio / /850,996,640 downloads/month
A mature full-featured Python testing tool.
Also see: awesome-pytest
pytest-dev/github.com/pytest-dev/pytest / /823,079,342 downloads/month
Replacement for __init__, __eq__, __repr__, etc. boilerplate in class definitions.
python-attrs/github.com/python-attrs/attrs / /739,068,620 downloads/month
Safely adds untrusted strings to HTML/XML markup.
pallets/github.com/pallets/markupsafe / /692,672,762 downloads/month
A next generation HTTP client for Python.
encode/github.com/encode/httpx / /661,697,601 downloads/month
Reads key-value pairs from a .env file and sets them as environment variables.
theskumar/github.com/theskumar/python-dotenv / /630,970,223 downloads/month
JSON Web Token implementation in Python.
jpadilla/github.com/jpadilla/pyjwt / /629,397,872 downloads/month
A library providing high-performance, easy-to-use data structures and data analysis tools.
pandas-dev/github.com/pandas-dev/pandas / /592,226,587 downloads/month
A modern and designer friendly templating language.
pallets/github.com/pallets/jinja / /581,301,259 downloads/month
A lightweight ASGI framework and toolkit for building high-performance async services.
Kludex/github.com/Kludex/starlette / /561,374,808 downloads/month
A lightning-fast ASGI server implementation.
Kludex/github.com/Kludex/uvicorn / /542,267,740 downloads/month
Pillow is the friendly PIL fork.
python-pillow/github.com/python-pillow/Pillow / /528,510,419 downloads/month
An implementation of JSON Schema for Python.
python-jsonschema/github.com/python-jsonschema/jsonschema / /514,366,987 downloads/month
Yet another URL library.
aio-libs/github.com/aio-libs/yarl / /483,437,653 downloads/month
Asynchronous HTTP client/server framework for asyncio and Python.
aio-libs/github.com/aio-libs/aiohttp / /483,401,958 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 / /481,728,179 downloads/month
Markdown parser with 100% CommonMark support, extensions, and syntax plugins.
executablebooks/github.com/executablebooks/markdown-it-py / /480,069,868 downloads/month
A library for building WebSocket servers and clients with a focus on correctness and simplicity.
python-websockets/github.com/python-websockets/websockets / /437,665,204 downloads/month
Fast, extensible progress bar for loops and CLI.
tqdm/github.com/tqdm/tqdm / /432,631,456 downloads/month
A modern, fast, web framework for building APIs with standard Python type hints.
fastapi/github.com/fastapi/fastapi / /431,913,702 downloads/month
The package installer for Python.
pypa/github.com/pypa/pip / /419,683,782 downloads/month
Settings management using Pydantic models with validation, loading from environment variables and secrets files.
pydantic/github.com/pydantic/pydantic-settings / /395,416,367 downloads/month
A very fast, easy-to-use and versatile library for handling HTML and XML.
lxml/github.com/lxml/lxml / /351,674,514 downloads/month
The Python SQL Toolkit and Object Relational Mapper.
Also see: awesome-sqlalchemy
sqlalchemy/github.com/sqlalchemy/sqlalchemy / /350,528,248 downloads/month
Modern, extensible build backend from the hatch project.
pypa/github.com/pypa/hatch / /340,047,756 downloads/month
A Python library for creating PEG parsers.
pyparsing/github.com/pyparsing/pyparsing / /337,544,936 downloads/month
An extremely fast Python linter and code formatter.
astral-sh/github.com/astral-sh/ruff / /336,171,195 downloads/month
HTTP/2-based RPC framework with Python bindings, built by Google.
grpc/github.com/grpc/grpc / /330,848,654 downloads/month
Fundamental algorithms for scientific computing in Python.
scipy/github.com/scipy/scipy / /322,423,969 downloads/month
Simple, modern and fast file watching and code reload in Python.
samuelcolvin/github.com/samuelcolvin/watchfiles / /320,897,340 downloads/month
A cross-platform process and system utilities module.
giampaolo/github.com/giampaolo/psutil / /306,297,937 downloads/month
A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
openpyxl.readthedocs.io/en/stable/ /299,123,987 downloads/month
Code coverage measurement.
coveragepy/github.com/coveragepy/coveragepy / /292,035,712 downloads/month
Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
www.crummy.com/software/BeautifulSoup/bs4/doc/ /290,469,522 downloads/month
HTTP/1.1 and HTTP/2 client with sync and async APIs, maintained by Pydantic (httpx fork).
pydantic/github.com/pydantic/httpx2 / /277,030,369 downloads/month
Modern CLI framework that uses Python type hints. Built on Click.
fastapi/github.com/fastapi/typer / /261,412,158 downloads/month
Cross-platform colored terminal text.
tartley/github.com/tartley/colorama / /258,323,042 downloads/month
The official Python SDK for building Model Context Protocol servers and clients.
modelcontextprotocol/github.com/modelcontextprotocol/python-sdk / /252,089,852 downloads/month
Ultra fast asyncio event loop.
MagicStack/github.com/MagicStack/uvloop / /241,912,409 downloads/month
Extensible memoizing collections and decorators.
tkem/github.com/tkem/cachetools / /240,410,890 downloads/month
A generic and thorough implementation of the OAuth request-signing logic.
oauthlib/github.com/oauthlib/oauthlib / /236,520,457 downloads/month
A tool to create isolated Python environments.
pypa/github.com/pypa/virtualenv / /231,592,537 downloads/month
More routines for operating on iterables, beyond itertools.
more-itertools/github.com/more-itertools/more-itertools / /231,324,531 downloads/month
Fast and pure-Python implementation of sorted collections.
grantjenks/github.com/grantjenks/python-sortedcontainers / /222,611,093 downloads/month
The Python client for Redis.
redis/github.com/redis/redis-py / /212,043,730 downloads/month
A high-productivity software for complex networks.
networkx/github.com/networkx/networkx / /209,547,603 downloads/month
MessagePack serializer implementation for Python.
msgpack/github.com/msgpack/msgpack-python / /203,441,789 downloads/month
Hyperfast and lightweight templating for the Python platform.
sqlalchemy/github.com/sqlalchemy/mako / /193,690,958 downloads/month
The most popular Python library for Machine Learning with extensive documentation and community support.
scikit-learn/github.com/scikit-learn/scikit-learn / /193,311,137 downloads/month
Fast, correct JSON library.
ijl/github.com/ijl/orjson / /193,109,392 downloads/month
A library for building powerful interactive command lines.
prompt-toolkit/github.com/prompt-toolkit/python-prompt-toolkit / /191,665,823 downloads/month
Safely pass trusted data to untrusted environments and back.
pallets/github.com/pallets/itsdangerous / /183,922,082 downloads/month
Extends pickle to functions, lambdas, and interactively defined classes, for shipping code to remote workers.
cloudpipe/github.com/cloudpipe/cloudpickle / /183,204,212 downloads/month
A static type checker for Python.
python/github.com/python/mypy / /175,167,246 downloads/month
Parallel computing and disk-based caching for Python functions.
joblib/github.com/joblib/joblib / /168,794,667 downloads/month
A comprehensive library for creating static, animated, and interactive visualizations.
matplotlib/github.com/matplotlib/matplotlib / /165,688,497 downloads/month
A framework for building agents and LLM-powered applications.
langchain-ai/github.com/langchain-ai/langchain / /164,728,715 downloads/month
Python binding to libsodium, a fork of the Networking and Cryptography (NaCl) library.
pyca/github.com/pyca/pynacl / /164,132,757 downloads/month
A microframework for Python.
Also see: awesome-flask
pallets/github.com/pallets/flask / /157,641,524 downloads/month
A PostgreSQL adapter for Python, the successor to psycopg2.
psycopg/github.com/psycopg/psycopg / /155,610,377 downloads/month
Python character encoding detector.
chardet/github.com/chardet/chardet / /153,260,483 downloads/month
A fast Python in-process signal/event dispatching system.
pallets-eco/github.com/pallets-eco/blinker / /149,996,009 downloads/month
Extends pickle to serialize almost any object, including closures and interpreter sessions.
uqfoundation/github.com/uqfoundation/dill / /147,705,414 downloads/month
A library capable of splitting, merging, cropping, and transforming PDF pages.
py-pdf/github.com/py-pdf/pypdf / /143,637,039 downloads/month
A framework for managing and maintaining multi-language pre-commit hooks.
pre-commit/github.com/pre-commit/pre-commit / /142,024,930 downloads/month
Sentry SDK for Python.
getsentry/github.com/getsentry/sentry-python / /137,295,251 downloads/month
An extremely fast Python version, package and project manager, written in Rust.
astral-sh/github.com/astral-sh/uv / /136,790,300 downloads/month
A Python library for symbolic mathematics.
sympy/github.com/sympy/sympy / /134,911,700 downloads/month
A Python module for creating Excel .xlsx files.
jmcnamara/github.com/jmcnamara/XlsxWriter / /119,892,365 downloads/month
Rapid fuzzy string matching using various string metrics, with a C++ core.
rapidfuzz/github.com/rapidfuzz/RapidFuzz / /118,555,353 downloads/month
A fast PostgreSQL Database Client Library for Python/asyncio.
MagicStack/github.com/MagicStack/asyncpg / /117,238,280 downloads/month
The uncompromising Python code formatter.
psf/github.com/psf/black / /116,103,013 downloads/month
A comprehensive library for building OAuth, OpenID Connect, and JWT/JWS/JWE/JWK/JWA.
authlib/github.com/authlib/authlib / /114,929,456 downloads/month
A non-validating SQL parser.
andialbrecht/github.com/andialbrecht/sqlparse / /110,470,013 downloads/month
Python version of the Playwright testing and automation library.
microsoft/github.com/microsoft/playwright-python / /107,153,669 downloads/month
An internationalization library for Python.
python-babel/github.com/python-babel/babel / /105,170,163 downloads/month
A web framework and asynchronous networking library.
tornadoweb/github.com/tornadoweb/tornado / /104,317,410 downloads/month
Creates, reads, and updates Microsoft Word (.docx) files.
python-openxml/github.com/python-openxml/python-docx / /104,285,179 downloads/month
The leading native Python SSHv2 protocol library.
paramiko/github.com/paramiko/paramiko / /104,228,245 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 / /103,452,009 downloads/month
A pre-fork WSGI server with a native ASGI worker, ported from Ruby's Unicorn project.
benoitc/github.com/benoitc/gunicorn / /101,888,650 downloads/month
A Python implementation of John Gruber’s Markdown.
Python-Markdown/github.com/Python-Markdown/markdown / /99,803,222 downloads/month
A powerful interactive Python shell, and the kernel behind Jupyter notebooks.
ipython/github.com/ipython/ipython / /99,735,921 downloads/month
Structured logging made easy.
hynek/github.com/hynek/structlog / /99,540,900 downloads/month
Working with XML feel like you are working with JSON.
martinblech/github.com/martinblech/xmltodict / /97,368,481 downloads/month
Call 100+ LLMs using OpenAI format.
BerriAI/github.com/BerriAI/litellm / /95,068,900 downloads/month
A Python utility / library to sort imports.
PyCQA/github.com/PyCQA/isort / /92,431,144 downloads/month
A fast MuPDF-based library for extracting, rendering, and editing PDFs and other documents.
pymupdf/github.com/pymupdf/PyMuPDF / /91,053,705 downloads/month
API and shell utilities to monitor file system events.
gorakhargosh/github.com/gorakhargosh/watchdog / /90,391,607 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 / /84,841,760 downloads/month
A lightweight library for converting complex objects to and from simple Python datatypes.
marshmallow-code/github.com/marshmallow-code/marshmallow / /84,772,484 downloads/month
Poetry's PEP 517 build backend, usable without Poetry itself.
python-poetry/github.com/python-poetry/poetry-core / /84,385,422 downloads/month
Pandas integration with AWS services like Athena, Glue, Redshift, S3, and DynamoDB.
aws/github.com/aws/aws-sdk-pandas / /83,614,085 downloads/month
Python library for creating and updating PowerPoint (.pptx) files.
scanny/github.com/scanny/python-pptx / /82,977,892 downloads/month
Optimizing Static Compiler for Python.
cython/github.com/cython/cython / /78,672,034 downloads/month
A pure-Python MySQL and MariaDB client library, based on PEP 249.
PyMySQL/github.com/PyMySQL/PyMySQL / /75,200,627 downloads/month
A fast, Rust-backed drop-in replacement for Python's built-in uuid module.
aminalaee/github.com/aminalaee/uuid-utils / /71,747,863 downloads/month
Build CLIs from type-hinted functions, with docstring-based help.
BrianPugh/github.com/BrianPugh/cyclopts / /71,693,067 downloads/month
Library which aims to bring enjoyable logging in Python.
Delgan/github.com/Delgan/loguru / /68,087,418 downloads/month
An open-source library for generating PDFs and graphics.
docs.reportlab.com/ /67,752,068 downloads/month
A Python slugify library that translates unicode to ASCII.
un33k/github.com/un33k/python-slugify / /67,623,828 downloads/month
A Python package that generates fake data.
joke2k/github.com/joke2k/faker / /67,373,344 downloads/month
The official Python client for MongoDB.
mongodb/github.com/mongodb/mongo-python-driver / /66,633,351 downloads/month
A fast yet powerful Python Markdown parser with renderers and plugins.
lepture/github.com/lepture/mistune / /66,090,618 downloads/month
Manipulation and analysis of geometric objects in the Cartesian plane.
shapely/github.com/shapely/shapely / /65,329,640 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 / /62,586,044 downloads/month
A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
pyinvoke/github.com/pyinvoke/invoke / /62,135,377 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 / /60,879,406 downloads/month
Tensors and Dynamic neural networks in Python with strong GPU acceleration.
pytorch/github.com/pytorch/pytorch / /59,157,141 downloads/month
A NumPy-aware JIT compiler for Python, using LLVM.
numba/github.com/numba/numba / /56,980,670 downloads/month
A high-level, Pythonic framework for building MCP servers and clients.
PrefectHQ/github.com/PrefectHQ/fastmcp / /55,790,361 downloads/month
Hypothesis is an advanced Quickcheck style property based testing library.
HypothesisWorks/github.com/HypothesisWorks/hypothesis / /55,778,563 downloads/month
A utility library for mocking out the requests Python library.
getsentry/github.com/getsentry/responses / /55,228,969 downloads/month
A community-maintained fork of PDFMiner for extracting information from PDF documents.
pdfminer/github.com/pdfminer/pdfminer.six / /55,019,839 downloads/month
Convert HTML to Markdown, with customizable tag handling.
matthewwithanm/github.com/matthewwithanm/python-markdownify / /54,790,133 downloads/month
A framework for building interactive user interfaces that run in the terminal and the browser.
Textualize/github.com/Textualize/textual / /54,110,719 downloads/month
A fast DataFrame library implemented in Rust with a Python API.
pola-rs/github.com/pola-rs/polars / /53,876,951 downloads/month
Python datetimes made easy.
python-pendulum/github.com/python-pendulum/pendulum / /52,712,846 downloads/month
Interactive graphing library for Python.
plotly/github.com/plotly/plotly.py / /52,283,689 downloads/month
Apache Spark Python API.
apache/github.com/apache/spark / /48,507,785 downloads/month
Low-level orchestration framework for building stateful, long-running LLM agents.
langchain-ai/github.com/langchain-ai/langgraph / /48,420,476 downloads/month
An asynchronous task queue/job queue based on distributed message passing.
celery/github.com/celery/celery / /44,974,310 downloads/month
A high-level web framework that encourages rapid development and clean, pragmatic design.
Also see: awesome-django
django/github.com/django/django / /43,594,123 downloads/month
Full-featured static type checker for Python from Microsoft, the engine behind Pylance.
microsoft/github.com/microsoft/pyright / /43,454,240 downloads/month
An extremely fast Python type checker and language server.
astral-sh/github.com/astral-sh/ty / /42,773,637 downloads/month
A leading platform for building Python programs to work with human language data.
nltk/github.com/nltk/nltk / /42,456,426 downloads/month
Confluent's Python client for Apache Kafka, built on librdkafka.
confluentinc/github.com/confluentinc/confluent-kafka-python / /42,097,193 downloads/month
Python dependency management and packaging made easy.
python-poetry/github.com/python-poetry/poetry / /41,016,560 downloads/month
A wrapper around pycodestyle, pyflakes and McCabe.
PyCQA/github.com/PyCQA/flake8 / /39,997,901 downloads/month
Declarative statistical visualization library for Python.
vega/github.com/vega/altair / /39,292,313 downloads/month
A small, expressive ORM.
coleifer/github.com/coleifer/peewee / /38,610,196 downloads/month
Pythonic bindings for FFmpeg's libraries.
PyAV-Org/github.com/PyAV-Org/PyAV / /38,474,104 downloads/month
A fully customizable source code analyzer.
pylint-dev/github.com/pylint-dev/pylint / /38,247,176 downloads/month
A Python parser for human-readable dates in over 200 language locales.
scrapinghub/github.com/scrapinghub/dateparser / /37,842,592 downloads/month
The official low-level Python client for OpenSearch.
opensearch-project/github.com/opensearch-project/opensearch-py / /37,649,392 downloads/month
A friendly library for async concurrency and I/O.
python-trio/github.com/python-trio/trio / /37,627,114 downloads/month
A light but powerful in-process task scheduler that lets you schedule functions.
agronholm/github.com/agronholm/apscheduler / /37,625,474 downloads/month
Temporal SDK for durable, fault-tolerant workflows that survive crashes and retries.
temporalio/github.com/temporalio/sdk-python / /37,439,430 downloads/month
Parsing, formatting, storing and validating international phone numbers.
daviddrysdale/github.com/daviddrysdale/python-phonenumbers / /35,926,556 downloads/month
Python binding to the ammonia HTML sanitizer, a fast replacement for bleach.
messense/github.com/messense/nh3 / /35,614,324 downloads/month
pgvector support for Python, adding vector types and similarity search to psycopg, asyncpg, SQLAlchemy, and Django.
pgvector/github.com/pgvector/pgvector-python / /34,347,934 downloads/month
Simple Python interface for creating and rendering Graphviz graphs.
xflr6/github.com/xflr6/graphviz / /34,293,914 downloads/month
Statistical modeling and econometrics in Python.
statsmodels/github.com/statsmodels/statsmodels / /34,249,039 downloads/month
A visual rendering engine for HTML and CSS that can export to PDF.
Kozea/github.com/Kozea/WeasyPrint / /33,696,807 downloads/month
The official low-level Python client for Elasticsearch.
elastic/github.com/elastic/elasticsearch-py / /33,538,778 downloads/month
A fast serialization and validation library supporting JSON, MessagePack, YAML, and TOML.
msgspec/github.com/msgspec/msgspec / /32,452,519 downloads/month
Open Source Computer Vision Library.
opencv/github.com/opencv/opencv-python / /31,752,829 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 / /30,775,246 downloads/month
A pure Python QR Code generator.
lincolnloop/github.com/lincolnloop/python-qrcode / /30,669,348 downloads/month
Anthropic's Python SDK for building AI agents on Claude Code's harness — custom tools, in-process MCP servers, hooks.
anthropics/github.com/anthropics/claude-agent-sdk-python / /30,284,232 downloads/month
A scalable, portable, and distributed gradient boosting library.
dmlc/github.com/dmlc/xgboost / /30,021,001 downloads/month
A flexible parallel computing library for analytic computing.
dask/github.com/dask/dask / /29,503,889 downloads/month
The official ClickHouse client, with SQLAlchemy and Superset connectors.
ClickHouse/github.com/ClickHouse/clickhouse-connect / /29,150,990 downloads/month
Python bindings for Selenium WebDriver.
SeleniumHQ/github.com/SeleniumHQ/selenium / /29,052,693 downloads/month
A web-based notebook environment for interactive computing.
Also see: awesome-jupyter
jupyter/github.com/jupyter/notebook / /28,974,914 downloads/month
Statistical data visualization using Matplotlib.
mwaskom/github.com/mwaskom/seaborn / /28,432,876 downloads/month
An ODBC bridge for connecting to SQL Server and any other ODBC-accessible database.
mkleehammer/github.com/mkleehammer/pyodbc / /27,683,398 downloads/month
ASCII transliterations of Unicode text.
avian2/github.com/avian2/unidecode / /26,270,867 downloads/month
An audio library for reading and writing sound files, based on libsndfile, CFFI, and NumPy.
bastibe/github.com/bastibe/python-soundfile / /26,243,599 downloads/month
Mock HTTPX with awesome request patterns and response side effects.
lundberg/github.com/lundberg/respx / /26,164,694 downloads/month
A linter that enforces architectural constraints on imports between Python modules.
seddonym/github.com/seddonym/import-linter / /25,922,847 downloads/month
A coroutine-based Python networking library that uses greenlet.
gevent/github.com/gevent/gevent / /25,614,563 downloads/month
A tool designed to find common security issues in Python code.
PyCQA/github.com/PyCQA/bandit / /25,442,117 downloads/month
A Python library for (scientific) image processing.
scikit-image/github.com/scikit-image/scikit-image / /25,359,076 downloads/month
Efficient, Pythonic bidirectional map data structures and related functionality.
jab/github.com/jab/bidict / /25,275,455 downloads/month
A powerful and flexible toolkit to build web APIs.
encode/github.com/encode/django-rest-framework / /25,195,605 downloads/month
SQLite and file backed cache backend, compatible with Django.
grantjenks/github.com/grantjenks/python-diskcache / /24,580,003 downloads/month
A set of pure-Python utilities.
mahmoud/github.com/mahmoud/boltons / /24,502,115 downloads/month
SQLModel is based on Python type annotations, and powered by Pydantic and SQLAlchemy.
fastapi/github.com/fastapi/sqlmodel / /23,782,317 downloads/month
A Python interface to the libmagic file type identification library.
ahupp/github.com/ahupp/python-magic / /23,399,023 downloads/month
Compute embeddings, run retrieval, and rerank results with pretrained and fine-tuned models.
huggingface/github.com/huggingface/sentence-transformers / /22,046,346 downloads/month
Minimal, dependency-free build backend for pure-Python packages.
pypa/github.com/pypa/flit / /21,928,208 downloads/month
A library for industrial-strength natural language processing in Python and Cython.
explosion/github.com/explosion/spaCy / /21,222,958 downloads/month
A test fixtures replacement for Python.
FactoryBoy/github.com/FactoryBoy/factory_boy / /20,766,867 downloads/month
A framework which lets you build dashboards, generate reports, or create chat apps in minutes.
streamlit/github.com/streamlit/streamlit / /20,710,457 downloads/month
Record and replay HTTP interactions on your tests.
kevin1024/github.com/kevin1024/vcrpy / /20,119,338 downloads/month
Travel through time in your tests by mocking the current time at the C level.
adamchainz/github.com/adamchainz/time-machine / /20,067,905 downloads/month
A fast, distributed, high performance gradient boosting framework.
lightgbm-org/github.com/lightgbm-org/LightGBM / /19,645,409 downloads/month
A data quality framework for validating, documenting, and profiling data with declarative expectations.
fivetran/github.com/fivetran/great_expectations / /19,082,439 downloads/month
Python Documentation generator.
Also see: awesome-sphinxdoc
sphinx-doc/github.com/sphinx-doc/sphinx / /18,245,358 downloads/month
The official Python driver for Oracle Database, successor to cx_Oracle.
oracle/github.com/oracle/python-oracledb / /18,242,635 downloads/month
A wrapper for the Tesseract OCR engine.
madmaze/github.com/madmaze/pytesseract / /17,950,059 downloads/month
A sampling profiler for Python programs. Written in Rust.
benfred/github.com/benfred/py-spy / /17,879,689 downloads/month
A generator library for concise, unambiguous and URL-safe UUIDs.
skorokithakis/github.com/skorokithakis/shortuuid / /17,708,889 downloads/month
uv's fast, minimal build backend for pure-Python projects.
astral-sh/github.com/astral-sh/uv / /17,560,237 downloads/month
Easy Pythonic way to download market and financial data from Yahoo Finance.
ranaroussi/github.com/ranaroussi/yfinance / /16,324,732 downloads/month
MySQL and MariaDB connector (MySQLdb1 fork).
PyMySQL/github.com/PyMySQL/mysqlclient / /16,180,971 downloads/month
Manipulate audio with a simple and easy high level interface.
jiaaro/github.com/jiaaro/pydub / /16,179,048 downloads/month
Simplified static file serving for WSGI apps, with compression and caching headers.
evansd/github.com/evansd/whitenoise / /15,804,787 downloads/month
Detects file content types with a deep-learning model.
google/github.com/google/magika / /15,795,340 downloads/month
The observability platform for Python, from the makers of Pydantic.
pydantic/github.com/pydantic/logfire / /15,208,725 downloads/month
Auto builds and tests distributions in multiple Python versions.
tox-dev/github.com/tox-dev/tox / /15,149,948 downloads/month
Python Extensions for Windows.
mhammond/github.com/mhammond/pywin32 / /14,863,535 downloads/month
Python tool for converting files and office documents to Markdown.
microsoft/github.com/microsoft/markitdown / /14,713,546 downloads/month
Universal feed parser.
kurtmckee/github.com/kurtmckee/feedparser / /14,694,900 downloads/month
A unified framework for scaling AI and Python applications.
ray-project/github.com/ray-project/ray / /14,635,368 downloads/month
Hydra is a framework for elegantly configuring complex applications.
hydra-ecosystem/github.com/hydra-ecosystem/hydra / /14,608,561 downloads/month
Makes Unicode text less broken and more consistent automagically.
rspeer/github.com/rspeer/python-ftfy / /14,495,800 downloads/month
A command-line video downloader for YouTube and other sites, a fork of youtube-dl.
yt-dlp/github.com/yt-dlp/yt-dlp / /14,408,684 downloads/month
Python tools for geographic data (GeoSeries/GeoDataFrame) built on pandas.
geopandas/github.com/geopandas/geopandas / /14,334,338 downloads/month
A tool for finding and analyzing dead Python code.
jendrikseipp/github.com/jendrikseipp/vulture / /14,038,782 downloads/month
A tool for gathering text and metadata from the web, with built-in content filtering.
adbar/github.com/adbar/trafilatura / /14,028,892 downloads/month
An event-driven networking engine.
twisted/github.com/twisted/twisted / /13,842,139 downloads/month
Python client for Ollama, which downloads and runs open-weight LLMs locally.
ollama/github.com/ollama/ollama-python / /13,589,132 downloads/month
Python serial port access library for Windows, macOS, Linux, and BSD.
pyserial/github.com/pyserial/pyserial / /13,468,598 downloads/month
IPython-enabled pdb.
gotcha/github.com/gotcha/ipdb / /13,265,394 downloads/month
A hyperparameter optimization framework with define-by-run search spaces and pruning of unpromising trials.
optuna/github.com/optuna/optuna / /13,171,279 downloads/month
A collection of custom storage back ends for Django.
jschneier/github.com/jschneier/django-storages / /13,050,923 downloads/month
OpenAI's framework for building and managing AI agents.
openai/github.com/openai/openai-agents-python / /12,838,039 downloads/month
A little task queue with multi-process, multi-thread, or greenlet workers.
coleifer/github.com/coleifer/huey / /12,690,410 downloads/month
A Whisper reimplementation on CTranslate2, up to 4 times faster than openai-whisper with less memory.
SYSTRAN/github.com/SYSTRAN/faster-whisper / /12,573,751 downloads/month
An end-to-end machine learning platform from Google.
tensorflow/github.com/tensorflow/tensorflow / /12,500,157 downloads/month
A documentation framework and Material Design theme built on MkDocs.
squidfunk/github.com/squidfunk/mkdocs-material / /12,463,752 downloads/month
A library for efficient similarity search and clustering of dense vectors.
facebookresearch/github.com/facebookresearch/faiss / /12,318,537 downloads/month
An asyncio SMTP client.
cole/github.com/cole/aiosmtplib / /12,028,360 downloads/month
A mock data generation library based on type hints (continuation of pydantic-factories).
litestar-org/github.com/litestar-org/polyfactory / /11,950,724 downloads/month
A high-level deep learning library with support for JAX, TensorFlow, and PyTorch backends.
keras-team/github.com/keras-team/keras / /11,467,259 downloads/month
Pure-Python RabbitMQ/AMQP 0-9-1 client library.
pika/github.com/pika/pika / /11,368,557 downloads/month
Python Geocoding Toolbox.
geopy/github.com/geopy/geopy / /11,304,934 downloads/month
Python driver with native interface for ClickHouse.
mymarilyn/github.com/mymarilyn/clickhouse-driver / /11,209,824 downloads/month
Parsing and analyzing ELF files and DWARF debugging information.
eliben/github.com/eliben/pyelftools / /11,069,573 downloads/month
A Rust HTTP server for Python apps built on Hyper and Tokio, supporting WSGI/ASGI/RSGI.
emmett-framework/github.com/emmett-framework/granian / /10,624,561 downloads/month
Full-featured Redis cache backend for Django.
jazzband/github.com/jazzband/django-redis / /10,619,995 downloads/month
Tracks memory allocations in Python code, native extensions, and the interpreter itself.
bloomberg/github.com/bloomberg/memray / /10,561,188 downloads/month
A library for high-performance numerical computing with autodiff and JIT compilation.
jax-ml/github.com/jax-ml/jax / /10,287,366 downloads/month
Converts Python programs into stand-alone executables (cross-platform).
pyinstaller/github.com/pyinstaller/pyinstaller / /9,994,581 downloads/month
Google's code-first toolkit for building, evaluating, and deploying AI agents.
google/github.com/google/adk-python / /9,943,658 downloads/month
Simple job queues for Python.
rq/github.com/rq/rq / /9,870,020 downloads/month
Python library for audio and music analysis.
librosa/github.com/librosa/librosa / /9,763,047 downloads/month
Deep learning framework to train, deploy, and ship AI products Lightning fast.
Lightning-AI/github.com/Lightning-AI/pytorch-lightning / /9,739,043 downloads/month
Scalable user load testing tool written in Python.
locustio/github.com/locustio/locust / /9,485,306 downloads/month
Display various debug information for Django.
django-commons/github.com/django-commons/django-debug-toolbar / /9,039,699 downloads/month
A library for extracting structured data from LLMs, powered by Pydantic.
567-labs/github.com/567-labs/instructor / /8,910,091 downloads/month
A data validation library for dataframes, with support for pandas, polars, PySpark, and more.
unionai-oss/github.com/unionai-oss/pandera / /8,702,286 downloads/month
A library for parameter-efficient fine-tuning of large pretrained models.
huggingface/github.com/huggingface/peft / /8,683,376 downloads/month
WebSocket & WAMP for Python on Twisted and asyncio.
crossbario/github.com/crossbario/autobahn-python / /8,585,241 downloads/month
The Eclipse Paho MQTT client for Python.
eclipse-paho/github.com/eclipse-paho/paho.mqtt.python / /8,489,517 downloads/month
A fast type checker and language server for Python.
facebook/github.com/facebook/pyrefly / /8,308,230 downloads/month
A real-time monitor and web admin for Celery task queues.
mher/github.com/mher/flower / /8,204,875 downloads/month
An orchestration platform for the development, production, and observation of data assets.
dagster-io/github.com/dagster-io/dagster / /8,164,134 downloads/month
A statistical wall-clock profiler with low overhead and readable call-tree output.
joerick/github.com/joerick/pyinstrument / /8,160,888 downloads/month
Make websites accessible for AI agents with easy browser automation.
browser-use/github.com/browser-use/browser-use / /8,014,636 downloads/month
A radically simple IT automation platform.
ansible/github.com/ansible/ansible / /7,990,585 downloads/month
Supervisor process control system for UNIX.
Supervisor/github.com/Supervisor/supervisor / /7,743,934 downloads/month
A Python module to handle audio metadata.
quodlibet/github.com/quodlibet/mutagen / /7,676,229 downloads/month
A developer-friendly embedded retrieval database for multimodal AI.
lancedb/github.com/lancedb/lancedb / /7,666,416 downloads/month
A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
PrefectHQ/github.com/PrefectHQ/prefect / /7,589,657 downloads/month
A simple, Pythonic tool for remote execution and deployment.
fabric/github.com/fabric/fabric / /7,355,824 downloads/month
An open-source embedding database for building AI applications with semantic search.
chroma-core/github.com/chroma-core/chroma / /7,297,027 downloads/month
A fast and simple micro-framework distributed as a single file with no dependencies.
bottlepy/github.com/bottlepy/bottle / /7,286,997 downloads/month
A fancy and practical functional tools.
Suor/github.com/Suor/funcy / /7,117,408 downloads/month
A framework for building data apps and dashboards in pure Python, built on Plotly.
plotly/github.com/plotly/dash / /6,988,071 downloads/month
An ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn.
pgjones/github.com/pgjones/hypercorn / /6,827,620 downloads/month
Multi-threaded, powers Pyramid.
Pylons/github.com/Pylons/waitress / /6,795,609 downloads/month
A command-line utility that creates projects from cookiecutters (project templates).
cookiecutter/github.com/cookiecutter/cookiecutter / /6,710,419 downloads/month
Airflow is a platform to programmatically author, schedule and monitor workflows.
apache/github.com/apache/airflow / /6,663,781 downloads/month
A full-fledged subprocess replacement for Python.
amoffat/github.com/amoffat/sh / /6,591,822 downloads/month
An implementation of figlet written in Python.
pwaller/github.com/pwaller/pyfiglet / /6,584,983 downloads/month
Cheminformatics and Machine Learning Software.
rdkit/github.com/rdkit/rdkit / /6,553,323 downloads/month
A task runner that defines tasks in pyproject.toml and works with poetry or uv.
nat-n/github.com/nat-n/poethepoet / /6,297,724 downloads/month
Operate and manipulate physical quantities with units and dimensional analysis.
hgrecco/github.com/hgrecco/pint / /6,260,723 downloads/month
A GraphQL library that leverages Python type annotations for schema definition.
strawberry-graphql/github.com/strawberry-graphql/strawberry / /6,180,458 downloads/month
Modern, extensible Python project manager for environments, builds, and publishing.
pypa/github.com/pypa/hatch / /6,168,755 downloads/month
A fast, scalable, high performance gradient boosting on decision trees library.
catboost/github.com/catboost/catboost / /6,108,921 downloads/month
Resampling techniques for imbalanced datasets, compatible with scikit-learn.
A Python agent framework for building generative AI applications with structured schemas.
pydantic/github.com/pydantic/pydantic-ai / /5,781,263 downloads/month
Authentication app for Django that "just works."
pennersr/github.com/pennersr/django-allauth / /5,717,442 downloads/month
Python job scheduling for humans.
dbader/github.com/dbader/schedule / /5,706,654 downloads/month
Interactive Web Plotting for Python.
bokeh/github.com/bokeh/bokeh / /5,656,084 downloads/month
Build and share machine learning apps, all in Python.
gradio-app/github.com/gradio-app/gradio / /5,606,201 downloads/month
A general-purpose automatic speech recognition model trained on 680k hours of multilingual and multitask supervised data.
openai/github.com/openai/whisper / /5,592,360 downloads/month
A modern datetime library, type-safe and DST-safe, in Rust or pure Python.
ariebovenberg/github.com/ariebovenberg/whenever / /5,489,906 downloads/month
A framework for programming, not prompting, language models.
stanfordnlp/github.com/stanfordnlp/dspy / /5,487,859 downloads/month
Pre-trained diffusion models for generating and editing images, audio, and video.
huggingface/github.com/huggingface/diffusers / /5,362,792 downloads/month
Brings WebSocket, long-poll HTTP, and other async support to Django.
django/github.com/django/channels / /5,318,866 downloads/month
A module for script-based movie editing with many formats, including animated GIFs.
Zulko/github.com/Zulko/moviepy / /5,189,246 downloads/month
The most popular Chinese text segmentation library.
fxsjy/github.com/fxsjy/jieba / /5,144,897 downloads/month
Biopython is a set of freely available tools for biological computation.
biopython/github.com/biopython/biopython / /5,127,812 downloads/month
A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
urwid/github.com/urwid/urwid / /5,107,337 downloads/month
A module for Tabular Datasets in XLS, CSV, JSON, YAML.
jazzband/github.com/jazzband/tablib / /5,054,723 downloads/month
Dynaconf is a configuration manager with plugins for Django and Flask.
dynaconf/github.com/dynaconf/dynaconf / /5,035,516 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 / /5,031,903 downloads/month
An OAuth 2.0 authorization server for Django.
django-oauth/github.com/django-oauth/django-oauth-toolkit / /5,015,770 downloads/month
Python dictionaries with advanced dot notation access.
cdgriffith/github.com/cdgriffith/Box / /4,838,384 downloads/month
A tiny, document-oriented database.
msiemens/github.com/msiemens/tinydb / /4,835,199 downloads/month
A thin wrapper for pandoc, the universal document converter.
JessicaTegner/github.com/JessicaTegner/pypandoc / /4,507,251 downloads/month
Ultralytics YOLO for object detection, segmentation, pose estimation, classification, and tracking.
ultralytics/github.com/ultralytics/ultralytics / /4,484,156 downloads/month
A standard API for reinforcement learning environments with popular reference environments (gym successor).
Farama-Foundation/github.com/Farama-Foundation/Gymnasium / /4,437,694 downloads/month
A fast high-level web crawling and scraping framework.
scrapy/github.com/scrapy/scrapy / /4,364,059 downloads/month
A tool for building self-contained Python executable environments (PEP 441 zipapps).
pex-tool/github.com/pex-tool/pex / /4,297,055 downloads/month
Fast, Django REST framework based on type hints and Pydantic.
vitalik/github.com/vitalik/django-ninja / /4,295,811 downloads/month
A library for reading audio file metadata of MP3, MP4, WAV, OGG, FLAC, WMA, and AIFF files.
tinytag/github.com/tinytag/tinytag / /4,262,096 downloads/month
Easy, generic parser combinator library for creating parsers.
python-parsy/github.com/python-parsy/parsy / /3,926,087 downloads/month
A tool for producing forecasts for time series with multiple seasonality and trend changes.
facebook/github.com/facebook/prophet / /3,908,181 downloads/month
Flexible test automation for Python.
wntrblm/github.com/wntrblm/nox / /3,900,196 downloads/month
Automatic property-based testing of web APIs from OpenAPI or GraphQL schemas.
schemathesis/github.com/schemathesis/schemathesis / /3,896,845 downloads/month
An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
mitmproxy/github.com/mitmproxy/mitmproxy / /3,858,462 downloads/month
A spec-first framework that handles requests based on your OpenAPI specification.
spec-first/github.com/spec-first/connexion / /3,659,720 downloads/month
Install and Run Python Applications in Isolated Environments. Like npx in Node.js.
pypa/github.com/pypa/pipx / /3,584,334 downloads/month
A generic test automation framework.
robotframework/github.com/robotframework/robotframework / /3,556,547 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 / /3,399,787 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 / /3,388,210 downloads/month
A brilliant packet manipulation library.
secdev/github.com/secdev/scapy / /3,384,862 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 / /3,384,153 downloads/month
Library for converting documents into structured data.
docling-project/github.com/docling-project/docling / /3,281,247 downloads/month
A CLI tool for structural code search, linting, and rewriting based on syntax trees.
ast-grep/github.com/ast-grep/ast-grep / /3,231,189 downloads/month
A community Python library for Astronomy.
astropy/github.com/astropy/astropy / /3,216,422 downloads/month
A portable Python dataframe library with a single API for 20+ backends.
ibis-project/github.com/ibis-project/ibis / /3,215,810 downloads/month
A cross-platform windowing and multimedia library for Python.
pyglet/github.com/pyglet/pyglet / /3,197,873 downloads/month
A tool to remove image backgrounds.
danielgatis/github.com/danielgatis/rembg / /3,050,356 downloads/month
Python bindings and utilities for GeoJSON.
jazzband/github.com/jazzband/geojson / /2,993,162 downloads/month
Topic Modeling for Humans.
piskvorky/github.com/piskvorky/gensim / /2,923,255 downloads/month
A toolkit for building RAG pipelines and agents over your data.
run-llama/github.com/run-llama/llama_index / /2,840,971 downloads/month
A Pythonic interface for Amazon DynamoDB.
pynamodb/github.com/pynamodb/PynamoDB / /2,831,984 downloads/month
The Python Driver for Apache Cassandra.
apache/github.com/apache/cassandra-python-driver / /2,760,326 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 / /2,724,816 downloads/month
Official Microsoft driver for SQL Server and Azure SQL, built on ODBC for high performance.
microsoft/github.com/microsoft/mssql-python / /2,711,906 downloads/month
A framework for orchestrating role-playing autonomous AI agents for collaborative task solving.
crewAIInc/github.com/crewAIInc/crewAI / /2,651,994 downloads/month
A new kind of Progress Bar, with real-time throughput, eta and very cool animations.
rsalmei/github.com/rsalmei/alive-progress / /2,570,628 downloads/month
Pygame is a set of Python modules designed for writing games.
pygame/github.com/pygame/pygame / /2,531,363 downloads/month
Compresses linked and inline JavaScript or CSS into a single cached file.
django-compressor/github.com/django-compressor/django-compressor / /2,511,204 downloads/month
A library for post-training transformer language models with SFT, DPO, GRPO, and other trainers.
huggingface/github.com/huggingface/trl / /2,450,419 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 / /2,421,024 downloads/month
Live profiling and inspection of HTTP requests and database queries for Django.
jazzband/github.com/jazzband/django-silk / /2,417,203 downloads/month
Open Source Differentiable Computer Vision Library for PyTorch.
kornia/github.com/kornia/kornia / /2,409,044 downloads/month
Create barcodes in Python with no extra dependencies.
WhyNotHugo/github.com/WhyNotHugo/python-barcode / /2,346,696 downloads/month
Distributed task queue with native asyncio support and pluggable brokers.
taskiq-python/github.com/taskiq-python/taskiq / /2,225,370 downloads/month
Socket.IO integration for Flask applications.
miguelgrinberg/github.com/miguelgrinberg/Flask-SocketIO / /2,218,353 downloads/month
An intelligent memory layer for AI agents enabling personalized interactions.
mem0ai/github.com/mem0ai/mem0 / /2,166,788 downloads/month
A high-throughput and memory-efficient inference and serving engine for LLMs.
vllm-project/github.com/vllm-project/vllm / /2,153,681 downloads/month
HTTP security headers for Python web applications with ASGI and WSGI middleware.
TypeError/github.com/TypeError/secure / /2,066,239 downloads/month
Strawberry GraphQL integration with Django.
Ready-to-use OCR with 80+ languages supported.
JaidedAI/github.com/JaidedAI/EasyOCR / /2,047,960 downloads/month
A small, fast, down-to-earth, open source Python web framework.
Pylons/github.com/Pylons/pyramid / /2,044,647 downloads/month
Python Integration with the .NET Common Language Runtime (CLR).
pythonnet/github.com/pythonnet/pythonnet / /2,018,958 downloads/month
A fast and reliable background task processing library for Python 3.
Bogdanp/github.com/Bogdanp/dramatiq / /1,985,464 downloads/month
A slick ORM cache with automatic granular event-driven invalidation.
Suor/github.com/Suor/django-cacheops / /1,976,381 downloads/month
A caching API for Redis, Memcached, and others, with coordinated value regeneration.
sqlalchemy/github.com/sqlalchemy/dogpile.cache / /1,949,966 downloads/month
Convert Chinese hanzi (漢字) to pinyin (拼音).
mozillazg/github.com/mozillazg/python-pinyin / /1,918,104 downloads/month
A Python library for generating fake but realistic data in multiple languages and locales.
lk-geimfari/github.com/lk-geimfari/mimesis / /1,895,041 downloads/month
Another Python SQLite Wrapper, exposing the complete SQLite C API.
rogerbinns/github.com/rogerbinns/apsw / /1,807,622 downloads/month
A library to control and monitor input devices.
moses-palmer/github.com/moses-palmer/pynput / /1,773,792 downloads/month
Distributed asynchronous hyperparameter optimization with Tree-structured Parzen Estimators.
hyperopt/github.com/hyperopt/hyperopt / /1,763,229 downloads/month
A cross platform Bluetooth Low Energy Client for Python using asyncio.
hbldh/github.com/hbldh/bleak / /1,704,674 downloads/month
A high-performance serving framework for large language models and multimodal models.
sgl-project/github.com/sgl-project/sglang / /1,704,089 downloads/month
Fast statistical forecasting models such as ARIMA, ETS, and Theta, compiled with numba.
Nixtla/github.com/Nixtla/statsforecast / /1,688,403 downloads/month
A modern static site generator for technical documentation.
zensical/github.com/zensical/zensical / /1,685,976 downloads/month
Turns code, SQL schemas, docs, papers, images, or videos into a queryable knowledge graph.
Graphify-Labs/github.com/Graphify-Labs/graphify / /1,667,119 downloads/month
Production-ready, capable and extensible ASGI Web framework.
litestar-org/github.com/litestar-org/litestar / /1,652,074 downloads/month
A library and command-line utility for rendering project templates.
copier-org/github.com/copier-org/copier / /1,645,536 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 / /1,634,333 downloads/month
An asynchronous Python object-document mapper (ODM) for MongoDB.
BeanieODM/github.com/BeanieODM/beanie / /1,618,120 downloads/month
A Python Object-Document-Mapper for working with MongoDB.
MongoEngine/github.com/MongoEngine/mongoengine / /1,558,719 downloads/month
A modern Django admin theme for building dashboards, internal tools, and business applications.
unfoldadmin/github.com/unfoldadmin/django-unfold / /1,519,538 downloads/month
Python bindings for the Qt cross-platform application and UI framework.
A lightweight cross-platform native wrapper around a webview component.
r0x0r/github.com/r0x0r/pywebview / /1,510,927 downloads/month
Rope is a Python refactoring library.
python-rope/github.com/python-rope/rope / /1,500,302 downloads/month
Python framework for web automation & testing, with stealth options.
seleniumbase/github.com/seleniumbase/SeleniumBase / /1,482,295 downloads/month
Expressive statecharts and finite state machines with a declarative API, in sync and async codebases.
fgmacedo/github.com/fgmacedo/python-statemachine / /1,381,794 downloads/month
Simple and extensible administrative interface framework for Flask.
pallets-eco/github.com/pallets-eco/flask-admin / /1,368,713 downloads/month
Advanced Python REPL built on top of the python-prompt-toolkit.
prompt-toolkit/github.com/prompt-toolkit/ptpython / /1,366,159 downloads/month
A framework for building async services over Kafka, RabbitMQ, NATS, MQTT, and Redis.
ag2ai/github.com/ag2ai/faststream / /1,365,333 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 / /1,351,933 downloads/month
Fully featured framework for fast, easy and documented API development with Flask.
python-restx/github.com/python-restx/flask-restx / /1,326,518 downloads/month
Inspect variables, expressions, and program execution with a single, simple function call.
gruns/github.com/gruns/icecream / /1,294,226 downloads/month
Python library and CLI tool for converting text to speech using Google Translate TTS.
pndurette/github.com/pndurette/gTTS / /1,272,286 downloads/month
Cognitive complexity analysis for Python code, written in Rust.
rohaquinlop/github.com/rohaquinlop/complexipy / /1,229,735 downloads/month
A low-overhead tool that traces and visualizes Python code execution.
gaogaotiantian/github.com/gaogaotiantian/viztracer / /1,203,651 downloads/month
Probabilistic programming and Bayesian modeling in Python.
pymc-devs/github.com/pymc-devs/pymc / /1,196,607 downloads/month
Multilingual OCR and document parsing toolkit based on PaddlePaddle.
PaddlePaddle/github.com/PaddlePaddle/PaddleOCR / /1,182,550 downloads/month
Python bindings for MagickWand, C API for ImageMagick.
emcconville/github.com/emcconville/wand / /1,180,465 downloads/month
Auto-generates API documentation for Python projects.
mitmproxy/github.com/mitmproxy/pdoc / /1,112,923 downloads/month
Traditional/Simplified Chinese conversion with regional variants and phrase-level rules.
BYVoid/github.com/BYVoid/OpenCC / /1,099,726 downloads/month
An easy-to-use, Python-based UI framework, which shows up in your web browser.
zauberzeug/github.com/zauberzeug/nicegui / /1,078,923 downloads/month
A set of type-safe monads, transformers, and composition utilities.
dry-python/github.com/dry-python/returns / /1,045,304 downloads/month
Approximate Nearest Neighbors in C++/Python optimized for memory usage.
spotify/github.com/spotify/annoy / /989,800 downloads/month
Downloads SEC EDGAR filings and XBRL financial statements as structured data.
dgunning/github.com/dgunning/edgartools / /988,457 downloads/month
A financial data interface library, with data provided for academic research only.
akfamily/github.com/akfamily/akshare / /983,154 downloads/month
Python CLI utility and library for manipulating SQLite databases.
simonw/github.com/simonw/sqlite-utils / /964,809 downloads/month
An admin interface for SQLAlchemy models in FastAPI and Starlette.
smithyhq/github.com/smithyhq/sqladmin / /961,042 downloads/month
An adaptive scraping framework whose selectors relocate elements after page changes, with stealth fetchers and spiders.
D4Vinci/github.com/D4Vinci/Scrapling / /957,015 downloads/month
Multi-vendor library to simplify CLI connections to network devices.
ktbyers/github.com/ktbyers/netmiko / /938,854 downloads/month
An IBM-backed quantum SDK for building, simulating, and running circuits on real quantum hardware.
Qiskit/github.com/Qiskit/qiskit / /918,154 downloads/month
Implementation of per-object permissions for Django.
django-guardian/github.com/django-guardian/django-guardian / /912,209 downloads/month
A binding for libvips, a fast image processing library with low memory needs.
libvips/github.com/libvips/pyvips / /911,505 downloads/month
Faster, lower-memory LLM fine-tuning, as a Python library or a desktop app.
unslothai/github.com/unslothai/unsloth / /890,551 downloads/month
A unified scikit-learn-style framework for forecasting and other time-series learning tasks.
sktime/github.com/sktime/sktime / /887,905 downloads/month
Diagram as Code.
mingrammer/github.com/mingrammer/diagrams / /870,937 downloads/month
A cartographic Python library with matplotlib support.
SciTools/github.com/SciTools/cartopy / /862,255 downloads/month
The Stanford NLP Group's official Python library, supporting 60+ languages.
stanfordnlp/github.com/stanfordnlp/stanza / /822,323 downloads/month
Python Bindings for GLib/GObject/GIO/GTK.
GNOME/github.com/GNOME/pygobject / /776,108 downloads/month
PyTorch implementations of Stable Baselines (deep) reinforcement learning algorithms.
DLR-RM/github.com/DLR-RM/stable-baselines3 / /720,786 downloads/month
The fastest way to create an HTML app.
AnswerDotAI/github.com/AnswerDotAI/fasthtml / /719,628 downloads/month
A full-screen, console-based Python debugger.
inducer/github.com/inducer/pudb / /669,530 downloads/month
Compiles Python programs into high-performance standalone executables (cross-platform).
Nuitka/github.com/Nuitka/Nuitka / /668,770 downloads/month
A modern and customizable Python UI-library based on Tkinter.
TomSchimansky/github.com/tomschimansky/customtkinter / /665,453 downloads/month
The official Python client for the Meilisearch search engine.
meilisearch/github.com/meilisearch/meilisearch-python / /658,960 downloads/month
A Django content management system.
wagtail/github.com/wagtail/wagtail / /658,110 downloads/month
An actively developed drop-in replacement with new features and performance improvements (pygame fork).
pygame-community/github.com/pygame-community/pygame-ce / /651,535 downloads/month
A software construction tool.
SCons/github.com/SCons/scons / /614,702 downloads/month
A command line HTTP client, a user-friendly cURL replacement.
httpie/github.com/httpie/cli / /608,738 downloads/month
Python bindings for llama.cpp, for running GGUF models locally.
abetlen/github.com/abetlen/llama-cpp-python / /600,100 downloads/month
A process-based discrete-event simulation framework.
gitlab.com/team-simpy/simpy /598,744 downloads/month
Run and fine-tune large language models on Apple Silicon with MLX.
ml-explore/github.com/ml-explore/mlx-lm / /581,458 downloads/month
A task runner and build tool.
pydoit/github.com/pydoit/doit / /574,479 downloads/month
Python bindings for MPI.
mpi4py/github.com/mpi4py/mpi4py / /567,613 downloads/month
A minimal PyPI server for uploading and installing packages with pip.
pypiserver/github.com/pypiserver/pypiserver / /528,871 downloads/month
A Python serverless microframework for AWS.
aws/github.com/aws/chalice / /513,681 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 / /493,320 downloads/month
A tiny but powerful app for object-level permissions in Django, without a database.
dfunckt/github.com/dfunckt/django-rules / /470,257 downloads/month
A CTF framework and exploit development library.
Gallopsled/github.com/Gallopsled/pwntools / /449,400 downloads/month
A context database for AI agents that unifies memory, resources, and skills.
volcengine/github.com/volcengine/OpenViking / /448,340 downloads/month
A Python-powered shell. Full-featured and cross-platform.
xonsh/github.com/xonsh/xonsh / /409,974 downloads/month
An adaptive personal AI assistant that grows with you.
NousResearch/github.com/NousResearch/hermes-agent / /360,655 downloads/month
A high-performance, high-precision CPU, GPU, and memory profiler for Python.
plasma-umass/github.com/plasma-umass/scalene / /350,925 downloads/month
Implementing a comprehensive number of colour theory transformations and algorithms.
colour-science/github.com/colour-science/colour / /349,552 downloads/month
A Python library for causal and probabilistic reasoning with graphical models.
pgmpy/github.com/pgmpy/pgmpy / /328,952 downloads/month
A tool used to obfuscate Python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
dashingsoft/github.com/dashingsoft/pyarmor / /324,282 downloads/month
Industrial-grade speech recognition toolkit with speaker diarization and emotion detection.
modelscope/github.com/modelscope/FunASR / /312,065 downloads/month
A Flask/Marshmallow-based REST API framework with automatic OpenAPI documentation.
marshmallow-code/github.com/marshmallow-code/flask-smorest / /303,204 downloads/month
Cross-platform GUI framework for building modern apps in pure Python.
flet-dev/github.com/flet-dev/flet / /302,909 downloads/month
A port of the django-debug-toolbar to flask.
pallets-eco/github.com/pallets-eco/flask-debugtoolbar / /290,508 downloads/month
A jazzy skin for the Django Admin-Interface.
sehmaschine/github.com/sehmaschine/django-grappelli / /289,690 downloads/month
A tool to analyze Python code.
prospector-dev/github.com/prospector-dev/prospector / /284,563 downloads/month
A framework for building reactive, full-stack web applications entirely with Python.
reflex-dev/github.com/reflex-dev/reflex / /266,776 downloads/month
Quantum Toolbox in Python.
qutip/github.com/qutip/qutip / /266,096 downloads/month
Yet another Gmail/SMTP client.
kootenpv/github.com/kootenpv/yagmail / /259,228 downloads/month
A fast Python implementation of collaborative filtering for implicit datasets.
benfred/github.com/benfred/implicit / /242,363 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 / /241,857 downloads/month
A Python toolbox for seismology.
obspy/github.com/obspy/obspy / /239,791 downloads/month
PostgreSQL CLI with autocompletion and syntax highlighting.
dbcli/github.com/dbcli/pgcli / /239,017 downloads/month
Modular search for Django.
django-haystack/github.com/django-haystack/django-haystack / /227,821 downloads/month
Turns Python code into shell commands and runs them on your servers.
pyinfra-dev/github.com/pyinfra-dev/pyinfra / /222,617 downloads/month
3D game engine developed jointly by Disney and contributors from around the world.
panda3d/github.com/panda3d/panda3d / /219,626 downloads/month
A simple GPU-accelerated Python GUI framework.
hoffstadt/github.com/hoffstadt/DearPyGui / /208,615 downloads/month
A lightweight Python web API framework based on Flask, supporting marshmallow schemas and Pydantic models.
apiflask/github.com/apiflask/apiflask / /187,173 downloads/month
An animation engine for explanatory math videos.
ManimCommunity/github.com/ManimCommunity/manim / /178,692 downloads/month
An open-source cross-platform GUI framework for desktop, mobile, and embedded devices.
kivy/github.com/kivy/kivy / /177,098 downloads/month
A cross-platform library for quantum computing, quantum ML, and quantum chemistry.
PennyLaneAI/github.com/PennyLaneAI/pennylane / /169,884 downloads/month
A cross-platform GUI toolkit that wraps the wxWidgets C++ library.
wxWidgets/github.com/wxWidgets/Phoenix / /168,145 downloads/month
sklearn compatible API with the widest toolset for feature engineering and selection.
feature-engine/github.com/feature-engine/feature_engine / /163,520 downloads/month
A pure Python HTML5 parser that sanitizes untrusted HTML by default.
EmilStenstrom/github.com/EmilStenstrom/justhtml / /145,126 downloads/month
Infrastructure automation and management system.
saltstack/github.com/saltstack/salt / /137,011 downloads/month
The open-source tool for building high-quality datasets and computer vision models.
voxel51/github.com/voxel51/fiftyone / /135,208 downloads/month
Converts Python scripts into standalone executables and installers for Windows, macOS, and Linux.
marcelotduarte/github.com/marcelotduarte/cx_Freeze / /128,299 downloads/month
Cross-vendor API to manipulate network devices.
napalm-automation/github.com/napalm-automation/napalm / /119,681 downloads/month
PyPI server and packaging/testing/release tool.
devpi/github.com/devpi/devpi / /108,707 downloads/month
A tmux session manager.
tmux-python/github.com/tmux-python/tmuxp / /103,221 downloads/month
A Google-developed framework focused on hardware-aware quantum circuit design for NISQ devices.
quantumlib/github.com/quantumlib/Cirq / /99,827 downloads/month
The easy-to-use and developer-friendly enterprise CMS powered by Django.
django-cms/github.com/django-cms/django-cms / /91,656 downloads/month
MySQL CLI with autocompletion and syntax highlighting.
dbcli/github.com/dbcli/mycli / /86,242 downloads/month
A deduplicating archiver with compression and encryption.
borgbackup/github.com/borgbackup/borg / /80,955 downloads/month
A package to create full-screen text UIs (from interactive forms to ASCII animations).
peterbrittain/github.com/peterbrittain/asciimatics / /72,721 downloads/month
Hunt down social media accounts by username across social networks.
sherlock-project/github.com/sherlock-project/sherlock / /71,465 downloads/month
A financial data platform for analysts, quants and AI agents.
openbq-org/github.com/openbq-org/OpenBB / /65,688 downloads/month
A scikit for building and analyzing recommender systems.
NicolasHug/github.com/NicolasHug/Surprise / /63,890 downloads/month
SQLite CLI with autocompletion and syntax highlighting.
dbcli/github.com/dbcli/litecli / /53,451 downloads/month
A music library manager and MusicBrainz tagger.
beetbox/github.com/beetbox/beets / /52,179 downloads/month
An agent-based modeling framework for building, analyzing, and visualizing complex system simulations.
mesa/github.com/mesa/mesa / /50,810 downloads/month
Automatic SQL injection and database takeover tool.
sqlmapproject/github.com/sqlmapproject/sqlmap / /45,970 downloads/month
Static site generator that supports Markdown and reST syntax.
getpelican/github.com/getpelican/pelican / /45,185 downloads/month
An easy-to-use library for creating 2D arcade games.
pythonarcade/github.com/pythonarcade/arcade / /43,578 downloads/month
Official MongoDB database backend for Django.
mongodb/github.com/mongodb/django-mongodb-backend / /42,543 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 / /34,325 downloads/month
Modern REST with speed, types, async, msgspec, pydantic and other goodies.
A lightweight, in-process vector database that embeds directly into applications.
alibaba/github.com/alibaba/zvec / /26,299 downloads/month
A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
thumbor/github.com/thumbor/thumbor / /19,679 downloads/month
A Python native, OS native GUI toolkit.
beeware/github.com/beeware/toga / /16,119 downloads/month
A graph-native context and knowledge layer for AI agents with reasoning, provenance, and governance.
semantica-agi/github.com/semantica-agi/semantica / /15,324 downloads/month
Redis CLI with autocompletion and syntax highlighting.
laixintao/github.com/laixintao/iredis / /14,462 downloads/month
A static website and blog generator.
getnikola/github.com/getnikola/nikola / /13,851 downloads/month
PyPI mirroring tool provided by Python Packaging Authority (PyPA).
pypa/github.com/pypa/bandersnatch / /13,184 downloads/month
Paranoid text spacing.
vinta/github.com/vinta/pangu.py / /10,511 downloads/month
A framework for fine-tuning and post-training large language models.
axolotl-ai-cloud/github.com/axolotl-ai-cloud/axolotl / /9,411 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 / /3,967 downloads/month
A Python version manager for Windows (rbenv-win fork).
pyenv-win/github.com/pyenv-win/pyenv-win / /3,367 downloads/month
Minimal examples of data structures and algorithms.
keon/github.com/keon/algorithms / /1,387 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) High-level asynchronous execution of 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.
Agent skills for scientific research and analysis with Python libraries like scikit-learn, polars, and biopython.
Simple Python version management.
A collection of design patterns and idioms in Python.
Plugins, agents, and skills for AI coding tools, including Python skills for testing, async, packaging, and uv.
A polyglot tool version manager that installs Python versions and reads .python-version files.
jdx/github.com/jdx/mise /
A lean and efficient Python implementation for microcontrollers and constrained systems.
Python distribution for the browser and Node.js based on WebAssembly.
Security skills for vulnerability detection, auditing, and testing.
Cross-platform, Python-agnostic binary package manager.
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.
Finds leaked secrets in git history, directories, and files, from the original author of gitleaks.
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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