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GitHub - selwin/python-user-agents: A Python library that provides an easy way to identify devices like mobile phones, tablets and their capabilities by parsing (browser) user agent strings.A Python library that provides an easy way to identify devices like mobile phones, tablets and their capabilities by parsing (browser) user agent strings. - selwin/python-user-agents
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GitHub - selwin/python-user-agents: A Python library that provides an easy way to identify devices like mobile phones, tablets and their capabilities by parsing (browser) user agent strings.
Python User Agents
user_agents is a Python library that provides an easy way to identify/detect devices like mobile phones, tablets and their capabilities by parsing (browser/HTTP) user agent strings. The goal is to reliably detect whether:
- User agent is a mobile, tablet or PC based device
- User agent has touch capabilities (has touch screen)
user_agents relies on the excellent ua-parser to do the actual parsing of the raw user agent string.
Installation
user-agents is hosted on PyPI and can be installed as such:
pip install pyyaml ua-parser user-agents
Alternatively, you can also get the latest source code from Github and install it manually.
Usage
Various basic information that can help you identify visitors can be accessed browser, device and os attributes. For example:
from user_agents import parse
# iPhone's user agent string
ua_string = 'Mozilla/5.0 (iPhone; CPU iPhone OS 5_1 like Mac OS X) AppleWebKit/534.46 (KHTML, like Gecko) Version/5.1 Mobile/9B179 Safari/7534.48.3'
user_agent = parse(ua_string)
# Accessing user agent's browser attributes
user_agent.browser # returns Browser(family=u'Mobile Safari', version=(5, 1), version_string='5.1')
user_agent.browser.family # returns 'Mobile Safari'
user_agent.browser.version # returns (5, 1)
user_agent.browser.version_string # returns '5.1'
# Accessing user agent's operating system properties
user_agent.os # returns OperatingSystem(family=u'iOS', version=(5, 1), version_string='5.1')
user_agent.os.family # returns 'iOS'
user_agent.os.version # returns (5, 1)
user_agent.os.version_string # returns '5.1'
# Accessing user agent's device properties
user_agent.device # returns Device(family=u'iPhone', brand=u'Apple', model=u'iPhone')
user_agent.device.family # returns 'iPhone'
user_agent.device.brand # returns 'Apple'
user_agent.device.model # returns 'iPhone'
# Viewing a pretty string version
str(user_agent) # returns "iPhone / iOS 5.1 / Mobile Safari 5.1"
user_agents also expose a few other more "sophisticated" attributes that are derived from one or more basic attributes defined above. As for now, these attributes should correctly identify popular platforms/devices, pull requests to support smaller ones are always welcome.
Currently these attributes are supported:
is_mobile: whether user agent is identified as a mobile phone (iPhone, Android phones, Blackberry, Windows Phone devices etc)is_tablet: whether user agent is identified as a tablet device (iPad, Kindle Fire, Nexus 7 etc)is_pc: whether user agent is identified to be running a traditional "desktop" OS (Windows, OS X, Linux)is_touch_capable: whether user agent has touch capabilitiesis_bot: whether user agent is a search engine crawler/spider
For example:
from user_agents import parse
# Let's start from an old, non touch Blackberry device
ua_string = 'BlackBerry9700/5.0.0.862 Profile/MIDP-2.1 Configuration/CLDC-1.1 VendorID/331 UNTRUSTED/1.0 3gpp-gba'
user_agent = parse(ua_string)
user_agent.is_mobile # returns True
user_agent.is_tablet # returns False
user_agent.is_touch_capable # returns False
user_agent.is_pc # returns False
user_agent.is_bot # returns False
str(user_agent) # returns "BlackBerry 9700 / BlackBerry OS 5 / BlackBerry 9700"
# Now a Samsung Galaxy S3
ua_string = 'Mozilla/5.0 (Linux; U; Android 4.0.4; en-gb; GT-I9300 Build/IMM76D) AppleWebKit/534.30 (KHTML, like Gecko) Version/4.0 Mobile Safari/534.30'
user_agent = parse(ua_string)
user_agent.is_mobile # returns True
user_agent.is_tablet # returns False
user_agent.is_touch_capable # returns True
user_agent.is_pc # returns False
user_agent.is_bot # returns False
str(user_agent) # returns "Samsung GT-I9300 / Android 4.0.4 / Android 4.0.4"
# iPad's user agent string
ua_string = 'Mozilla/5.0(iPad; U; CPU iPhone OS 3_2 like Mac OS X; en-us) AppleWebKit/531.21.10 (KHTML, like Gecko) Version/4.0.4 Mobile/7B314 Safari/531.21.10'
user_agent = parse(ua_string)
user_agent.is_mobile # returns False
user_agent.is_tablet # returns True
user_agent.is_touch_capable # returns True
user_agent.is_pc # returns False
user_agent.is_bot # returns False
str(user_agent) # returns "iPad / iOS 3.2 / Mobile Safari 4.0.4"
# Kindle Fire's user agent string
ua_string = 'Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_3; en-us; Silk/1.1.0-80) AppleWebKit/533.16 (KHTML, like Gecko) Version/5.0 Safari/533.16 Silk-Accelerated=true'
user_agent = parse(ua_string)
user_agent.is_mobile # returns False
user_agent.is_tablet # returns True
user_agent.is_touch_capable # returns True
user_agent.is_pc # returns False
user_agent.is_bot # returns False
str(user_agent) # returns "Kindle / Android / Amazon Silk 1.1.0-80"
# Touch capable Windows 8 device
ua_string = 'Mozilla/5.0 (compatible; MSIE 10.0; Windows NT 6.2; Trident/6.0; Touch)'
user_agent = parse(ua_string)
user_agent.is_mobile # returns False
user_agent.is_tablet # returns False
user_agent.is_touch_capable # returns True
user_agent.is_pc # returns True
user_agent.is_bot # returns False
str(user_agent) # returns "PC / Windows 8 / IE 10"
Running Tests
python -m unittest discover
Changelog
Version 2.2.0 (2020-08-23)
ua-parser>= 0.10.0 is required. Thanks @jnozsc!- Added
get_device(),get_os()andget_browser()instance methods toUserAgent. Thanks @rodrigondec!
Version 2.1 (2020-02-08)
python-user-agentsnow requireua-parser>=0.9.0. Thanks @jnozsc!- Properly detect Chrome Mobile browser families. Thanks @jnozsc!
Version 2.0 (2019-04-07)
python-user-agentsnow requireua-parser>=0.8.0. Thanks @IMDagger!
Version 1.1
- Fixes packaging issue
Version 1.0
- Adds compatibility with
ua-parser0.4.0 - Access to more device information in
user_agent.device.brandanduser_agent.device.model
Version 0.3.2
- Better mobile detection
- Better PC detection
Version 0.3.1
- user_agent.is_mobile returns True when mobile spider is detected
Version 0.3.0
- Added str/unicode methods for convenience of pretty string
Version 0.2.0
- Fixed errors when running against newer versions if ua-parser
- Support for Python 3
Version 0.1.1
- Added
is_botproperty - Symbian OS devices are now detected as a mobile device
Version 0.1
- Initial release
Developed by the cool guys at Stamps.
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https://github.com/sergree/matchering🎚️ Open Source Audio Matching and Mastering. Contribute to sergree/matchering development by creating an account on GitHub. - 102cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.
https://github.com/pyca/cryptographycryptography is a package designed to expose cryptographic primitives and recipes to Python developers. - pyca/cryptography - 103pytz
https://pypi.org/project/pytz/World timezone definitions, modern and historical - 104A jquery-like library for python
https://github.com/gawel/pyqueryA jquery-like library for python. Contribute to gawel/pyquery development by creating an account on GitHub. - 105The leading native Python SSHv2 protocol library.
https://github.com/paramiko/paramikoThe leading native Python SSHv2 protocol library. Contribute to paramiko/paramiko development by creating an account on GitHub. - 106Interactive Redis: A Terminal Client for Redis with AutoCompletion and Syntax Highlighting.
https://github.com/laixintao/iredisInteractive Redis: A Terminal Client for Redis with AutoCompletion and Syntax Highlighting. - laixintao/iredis - 107PyPy / pypy · GitLab
https://foss.heptapod.net/pypy/pypyPyPy is a very fast and compliant implementation of the Python language. - 108Performant type-checking for python.
https://github.com/facebook/pyre-checkPerformant type-checking for python. Contribute to facebook/pyre-check development by creating an account on GitHub. - 109A collection of design patterns/idioms in Python
https://github.com/faif/python-patternsA collection of design patterns/idioms in Python. Contribute to faif/python-patterns development by creating an account on GitHub. - 110🎨 Generate and change color-schemes on the fly.
https://github.com/dylanaraps/pywal🎨 Generate and change color-schemes on the fly. Contribute to dylanaraps/pywal development by creating an account on GitHub. - 111SCons - a software construction tool
https://github.com/SCons/sconsSCons - a software construction tool. Contribute to SCons/scons development by creating an account on GitHub. - 112cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding for Python
https://github.com/beetbox/audioreadcross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding for Python - beetbox/audioread - 113Simple tagging for django
https://github.com/jazzband/django-taggitSimple tagging for django. Contribute to jazzband/django-taggit development by creating an account on GitHub. - 114Pipeline is an asset packaging library for Django.
https://github.com/jazzband/django-pipelinePipeline is an asset packaging library for Django. - jazzband/django-pipeline - 115A Django app that creates automatic web UIs for Python scripts.
https://github.com/wooey/wooeyA Django app that creates automatic web UIs for Python scripts. - wooey/Wooey - 116The ultimate Python library in building OAuth, OpenID Connect clients and servers. JWS,JWE,JWK,JWA,JWT included.
https://github.com/lepture/authlibThe ultimate Python library in building OAuth, OpenID Connect clients and servers. JWS,JWE,JWK,JWA,JWT included. - lepture/authlib - 117Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
https://github.com/google/python-firePython Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. - google/python-fire - 118kapre: Keras Audio Preprocessors
https://github.com/keunwoochoi/kaprekapre: Keras Audio Preprocessors. Contribute to keunwoochoi/kapre development by creating an account on GitHub. - 119The official bitbake Git is at https://git.openembedded.org/bitbake/. Do not open issues or file pull requests here.
https://github.com/openembedded/bitbakeThe official bitbake Git is at https://git.openembedded.org/bitbake/. Do not open issues or file pull requests here. - openembedded/bitbake - 120Apache Kafka
https://kafka.apache.org/documentation/streams/Apache Kafka: A Distributed Streaming Platform. - 121the Python IDE for data science and web development
https://www.jetbrains.com/pycharm/The Python IDE for data science and web development with intelligent code completion, on-the-fly error checking, quick-fixes, and much more. - 122㊙️ Create standard barcodes with Python. No external dependencies. 100% Organic Python.
https://github.com/WhyNotHugo/python-barcode㊙️ Create standard barcodes with Python. No external dependencies. 100% Organic Python. - WhyNotHugo/python-barcode - 123Standards-compliant library for parsing and serializing HTML documents and fragments in Python
https://github.com/html5lib/html5lib-pythonStandards-compliant library for parsing and serializing HTML documents and fragments in Python - html5lib/html5lib-python - 124A curated list of awesome PostgreSQL software, libraries, tools and resources, inspired by awesome-mysql
https://github.com/dhamaniasad/awesome-postgresA curated list of awesome PostgreSQL software, libraries, tools and resources, inspired by awesome-mysql - dhamaniasad/awesome-postgres - 125plotting in the terminal
https://github.com/glamp/bashplotlibplotting in the terminal. Contribute to glamp/bashplotlib development by creating an account on GitHub. - 126Hydra is a framework for elegantly configuring complex applications
https://github.com/facebookresearch/hydraHydra is a framework for elegantly configuring complex applications - facebookresearch/hydra - 127All Algorithms implemented in Python
https://github.com/TheAlgorithms/PythonAll Algorithms implemented in Python. Contribute to TheAlgorithms/Python development by creating an account on GitHub. - 128scalable audio processing framework and server written in Python
https://github.com/Parisson/TimeSidescalable audio processing framework and server written in Python - Parisson/TimeSide - 129The uncompromising Python code formatter
https://github.com/psf/blackThe uncompromising Python code formatter. Contribute to psf/black development by creating an account on GitHub. - 130Python composable command line interface toolkit
https://github.com/pallets/click/Python composable command line interface toolkit. Contribute to pallets/click development by creating an account on GitHub. - 131Write scalable load tests in plain Python 🚗💨
https://github.com/locustio/locustWrite scalable load tests in plain Python 🚗💨. Contribute to locustio/locust development by creating an account on GitHub. - 132An ASGI web server, for Python. 🦄
https://github.com/encode/uvicornAn ASGI web server, for Python. 🦄. Contribute to encode/uvicorn development by creating an account on GitHub. - 133Collection of library stubs for Python, with static types
https://github.com/python/typeshedCollection of library stubs for Python, with static types - python/typeshed - 134Intercept HTTP requests at the Python socket level. Fakes the whole socket module
https://github.com/gabrielfalcao/HTTPrettyIntercept HTTP requests at the Python socket level. Fakes the whole socket module - gabrielfalcao/HTTPretty - 135Audio fingerprinting and recognition in Python
https://github.com/worldveil/dejavuAudio fingerprinting and recognition in Python. Contribute to worldveil/dejavu development by creating an account on GitHub. - 136Rich is a Python library for rich text and beautiful formatting in the terminal.
https://github.com/Textualize/richRich is a Python library for rich text and beautiful formatting in the terminal. - Textualize/rich - 137Bowler · Safe code refactoring for modern Python
https://pybowler.io/Safe code refactoring for modern Python - 138:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
https://github.com/hi-primus/optimus:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark - hi-primus/optimus - 139Python binding to the Networking and Cryptography (NaCl) library
https://github.com/pyca/pynaclPython binding to the Networking and Cryptography (NaCl) library - pyca/pynacl - 140MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems
https://github.com/micropython/micropythonMicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems - micropython/micropython - 141Manipulate audio with a simple and easy high level interface
https://github.com/jiaaro/pydubManipulate audio with a simple and easy high level interface - jiaaro/pydub - 142Event-driven networking engine written in Python.
https://github.com/twisted/twistedEvent-driven networking engine written in Python. Contribute to twisted/twisted development by creating an account on GitHub. - 143Qt | Tools for Each Stage of Software Development Lifecycle
https://www.qt.io/All the essential Qt tools for all stages of Software Development Lifecycle: planning, design, development, testing, and deployment. - 144spaCy · Industrial-strength Natural Language Processing in Python
https://spacy.io/spaCy is a free open-source library for Natural Language Processing in Python. It features NER, POS tagging, dependency parsing, word vectors and more. - 145A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
https://github.com/rsalmei/alive-progressA new kind of Progress Bar, with real-time throughput, ETA, and very cool animations! - rsalmei/alive-progress - 146team-simpy / simpy · GitLab
https://gitlab.com/team-simpy/simpyGitLab.com - 147Lightweight, extensible data validation library for Python
https://github.com/pyeve/cerberusLightweight, extensible data validation library for Python - pyeve/cerberus - 148A simple library for implementing common design patterns.
https://github.com/tylerlaberge/PyPattyrnA simple library for implementing common design patterns. - tylerlaberge/PyPattyrn - 149Strict separation of config from code.
https://github.com/HBNetwork/python-decoupleStrict separation of config from code. Contribute to HBNetwork/python-decouple development by creating an account on GitHub. - 150A Django-based CMS with a focus on extensibility and concise code
https://github.com/feincms/feincmsA Django-based CMS with a focus on extensibility and concise code - feincms/feincms - 151Tensors and Dynamic neural networks in Python with strong GPU acceleration
https://github.com/pytorch/pytorchTensors and Dynamic neural networks in Python with strong GPU acceleration - pytorch/pytorch - 152Software build automation tool for Python.
https://github.com/pybuilder/pybuilderSoftware build automation tool for Python. Contribute to pybuilder/pybuilder development by creating an account on GitHub. - 153Geometric Computer Vision Library for Spatial AI
https://github.com/kornia/kornia/Geometric Computer Vision Library for Spatial AI. Contribute to kornia/kornia development by creating an account on GitHub. - 154Find dead Python code
https://github.com/jendrikseipp/vultureFind dead Python code. Contribute to jendrikseipp/vulture development by creating an account on GitHub. - 155Python module for handling audio metadata
https://github.com/quodlibet/mutagenPython module for handling audio metadata. Contribute to quodlibet/mutagen development by creating an account on GitHub. - 156A static type analyzer for Python code
https://github.com/google/pytypeA static type analyzer for Python code. Contribute to google/pytype development by creating an account on GitHub. - 157Python for .NET is a package that gives Python programmers nearly seamless integration with the .NET Common Language Runtime (CLR) and provides a powerful application scripting tool for .NET developers.
https://github.com/pythonnet/pythonnetPython for .NET is a package that gives Python programmers nearly seamless integration with the .NET Common Language Runtime (CLR) and provides a powerful application scripting tool for .NET develo... - 158tmux source code
https://github.com/tmux/tmuxtmux source code. Contribute to tmux/tmux development by creating an account on GitHub. - 159Ultra fast asyncio event loop.
https://github.com/MagicStack/uvloopUltra fast asyncio event loop. Contribute to MagicStack/uvloop development by creating an account on GitHub. - 160Motor - the async Python driver for MongoDB and Tornado or asyncio
https://github.com/mongodb/motorMotor - the async Python driver for MongoDB and Tornado or asyncio - mongodb/motor - 161Official s3cmd repo -- Command line tool for managing S3 compatible storage services (including Amazon S3 and CloudFront).
https://github.com/s3tools/s3cmdOfficial s3cmd repo -- Command line tool for managing S3 compatible storage services (including Amazon S3 and CloudFront). - s3tools/s3cmd - 162Awesome Django authorization, without the database
https://github.com/dfunckt/django-rulesAwesome Django authorization, without the database - dfunckt/django-rules - 163Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
https://github.com/JaidedAI/EasyOCRReady-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc. - JaidedAI/EasyOCR - 164pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
https://github.com/aws/aws-sdk-pandaspandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (... - 165Optional static typing for Python
https://github.com/python/mypyOptional static typing for Python. Contribute to python/mypy development by creating an account on GitHub. - 166A JOSE implementation in Python
https://github.com/mpdavis/python-jose/A JOSE implementation in Python. Contribute to mpdavis/python-jose development by creating an account on GitHub. - 167Errbot is a chatbot, a daemon that connects to your favorite chat service and bring your tools and some fun into the conversation.
https://github.com/errbotio/errbot/Errbot is a chatbot, a daemon that connects to your favorite chat service and bring your tools and some fun into the conversation. - errbotio/errbot - 168No non-sense and no BS repo for how data structure code should be in Python - simple and elegant.
https://github.com/prabhupant/python-dsNo non-sense and no BS repo for how data structure code should be in Python - simple and elegant. - prabhupant/python-ds - 169OAuth2 goodies for the Djangonauts!
https://github.com/jazzband/django-oauth-toolkitOAuth2 goodies for the Djangonauts! Contribute to jazzband/django-oauth-toolkit development by creating an account on GitHub. - 170Python Stream Processing
https://github.com/robinhood/faustPython Stream Processing. Contribute to robinhood/faust development by creating an account on GitHub. - 171Apache Libcloud is a standard Python library that abstracts away differences among multiple cloud provider APIs
https://libcloud.apache.org/Python library for interacting with many of the popular cloud service providers using a unified API. - 172结巴中文分词
https://github.com/fxsjy/jieba结巴中文分词. Contribute to fxsjy/jieba development by creating an account on GitHub. - 173The bidirectional mapping library for Python.
https://github.com/jab/bidictThe bidirectional mapping library for Python. Contribute to jab/bidict development by creating an account on GitHub. - 174A curated list of awesome Python asyncio frameworks, libraries, software and resources
https://github.com/timofurrer/awesome-asyncioA curated list of awesome Python asyncio frameworks, libraries, software and resources - timofurrer/awesome-asyncio - 175🥧 HTTPie CLI — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more.
https://github.com/httpie/cli🥧 HTTPie CLI — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more. - httpie/cli - 176:octocat: A curated awesome list of flake8 extensions. Feel free to contribute! :mortar_board:
https://github.com/DmytroLitvinov/awesome-flake8-extensions:octocat: A curated awesome list of flake8 extensions. Feel free to contribute! :mortar_board: - DmytroLitvinov/awesome-flake8-extensions - 177A curated list of awesome Flask resources and plugins
https://github.com/humiaozuzu/awesome-flaskA curated list of awesome Flask resources and plugins - humiaozuzu/awesome-flask - 178Magnificent app which corrects your previous console command.
https://github.com/nvbn/thefuckMagnificent app which corrects your previous console command. - nvbn/thefuck - 179Python requests like API built on top of Twisted's HTTP client.
https://github.com/twisted/treqPython requests like API built on top of Twisted's HTTP client. - twisted/treq - 180:art: Diagram as Code for prototyping cloud system architectures
https://github.com/mingrammer/diagrams:art: Diagram as Code for prototyping cloud system architectures - mingrammer/diagrams - 181SQLAlchemy
https://www.sqlalchemy.org/The Database Toolkit for Python - 182Accelerate your web app development | Build fast. Run fast.
https://github.com/sanic-org/sanicAccelerate your web app development | Build fast. Run fast. - sanic-org/sanic - 183structlog
https://www.structlog.org/en/stable/Simple. Powerful. Fast. Pick three. Release 24.4.0( What’s new?) structlog is the production-ready logging solution for Python: Simple: Everything is about functions that take and return dictionari... - 184Python for Windows (pywin32) Extensions
https://github.com/mhammond/pywin32Python for Windows (pywin32) Extensions. Contribute to mhammond/pywin32 development by creating an account on GitHub. - 185MySQL client library for Python
https://github.com/PyMySQL/PyMySQLMySQL client library for Python. Contribute to PyMySQL/PyMySQL development by creating an account on GitHub. - 186Your Gateway to Embedded Software Development Excellence :alien:
https://github.com/platformio/platformio-coreYour Gateway to Embedded Software Development Excellence :alien: - platformio/platformio-core - 187Build software better, together
https://github.com/tesseract-ocr.GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. - 188An open source multi-tool for exploring and publishing data
https://github.com/simonw/datasetteAn open source multi-tool for exploring and publishing data - simonw/datasette - 189A curated list of awesome tools for Sphinx Python Documentation Generator
https://github.com/yoloseem/awesome-sphinxdocA curated list of awesome tools for Sphinx Python Documentation Generator - yoloseem/awesome-sphinxdoc - 190A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
https://github.com/cookiecutter/cookiecutterA cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects. - cookiecutter/cookiecutter - 191Trio – a friendly Python library for async concurrency and I/O
https://github.com/python-trio/trioTrio – a friendly Python library for async concurrency and I/O - python-trio/trio - 192Paranoid text spacing in Python
https://github.com/vinta/pangu.pyParanoid text spacing in Python. Contribute to vinta/pangu.py development by creating an account on GitHub. - 193Pythonic task management & command execution.
https://github.com/pyinvoke/invokePythonic task management & command execution. Contribute to pyinvoke/invoke development by creating an account on GitHub. - 194Python Tools for Visual Studio
https://github.com/Microsoft/PTVSPython Tools for Visual Studio. Contribute to microsoft/PTVS development by creating an account on GitHub. - 195Jet Admin – No-code Business App builder
https://github.com/jet-admin/jet-bridgeJet Admin – No-code Business App builder. Contribute to jet-admin/jet-bridge development by creating an account on GitHub. - 196Home
https://opencv.org/OpenCV provides a real-time optimized Computer Vision library, tools, and hardware. It also supports model execution for Machine Learning (ML) and Artificial Intelligence (AI). - 197HARFANG® 3D - Real Time Visualization Tools
http://www.harfang3d.comSoftware framework for modern multimedia application development. - 198Python email address and Mime parsing library
https://github.com/mailgun/flankerPython email address and Mime parsing library. Contribute to mailgun/flanker development by creating an account on GitHub. - 199shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all their dependencies included.
https://github.com/linkedin/shivshiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all their dependencies included. - linkedin/shiv - 200Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
https://github.com/ray-project/ray/Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. - ray-project/ray - 201MySQL database connector for Python (with Python 3 support)
https://github.com/PyMySQL/mysqlclientMySQL database connector for Python (with Python 3 support) - PyMySQL/mysqlclient - 202Generate generic activity streams from the actions on your site. Users can follow any actors' activities for personalized streams.
https://github.com/justquick/django-activity-streamGenerate generic activity streams from the actions on your site. Users can follow any actors' activities for personalized streams. - justquick/django-activity-stream - 203A collection of awesome sqlite tools, scripts, books, etc
https://github.com/planetopendata/awesome-sqliteA collection of awesome sqlite tools, scripts, books, etc - planetopendata/awesome-sqlite - 204Make your functions return something meaningful, typed, and safe!
https://github.com/dry-python/returnsMake your functions return something meaningful, typed, and safe! - dry-python/returns - 205Ultra fast JSON decoder and encoder written in C with Python bindings
https://github.com/esnme/ultrajsonUltra fast JSON decoder and encoder written in C with Python bindings - ultrajson/ultrajson - 206FastAPI framework, high performance, easy to learn, fast to code, ready for production
https://github.com/tiangolo/fastapiFastAPI framework, high performance, easy to learn, fast to code, ready for production - fastapi/fastapi - 207A code-completion engine for Vim
https://github.com/Valloric/YouCompleteMeA code-completion engine for Vim. Contribute to ycm-core/YouCompleteMe development by creating an account on GitHub. - 208Build software better, together
https://github.com/python-greenlet/greenlet.GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. - 209A serialization/deserialization/validation library for strings, mappings and lists.
https://github.com/Pylons/colanderA serialization/deserialization/validation library for strings, mappings and lists. - Pylons/colander - 210pickleDB is an open source key-value store using Python's json module.
https://github.com/patx/pickledbpickleDB is an open source key-value store using Python's json module. - patx/pickledb - 211Python library for processing Chinese text
https://github.com/isnowfy/snownlpPython library for processing Chinese text. Contribute to isnowfy/snownlp development by creating an account on GitHub. - 212Fast Python Collaborative Filtering for Implicit Feedback Datasets
https://github.com/benfred/implicitFast Python Collaborative Filtering for Implicit Feedback Datasets - benfred/implicit - 213Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
https://github.com/clips/patternWeb mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization. - clips/pattern - 214pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation
https://github.com/lancopku/pkuseg-pythonpkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation - lancopku/pkuseg-python - 215fsociety Hacking Tools Pack – A Penetration Testing Framework
https://github.com/Manisso/fsocietyfsociety Hacking Tools Pack – A Penetration Testing Framework - Manisso/fsociety - 216The Sphinx documentation generator
https://github.com/sphinx-doc/sphinx/The Sphinx documentation generator. Contribute to sphinx-doc/sphinx development by creating an account on GitHub. - 217Simple, Pythonic remote execution and deployment.
https://github.com/fabric/fabricSimple, Pythonic remote execution and deployment. Contribute to fabric/fabric development by creating an account on GitHub. - 218Simple framework for creating REST APIs
https://github.com/flask-restful/flask-restfulSimple framework for creating REST APIs. Contribute to flask-restful/flask-restful development by creating an account on GitHub. - 219Deep Learning for humans
https://github.com/keras-team/kerasDeep Learning for humans. Contribute to keras-team/keras development by creating an account on GitHub. - 220Redis Python client
https://github.com/redis/redis-pyRedis Python client. Contribute to redis/redis-py development by creating an account on GitHub. - 221Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
https://github.com/spotify/luigiLuigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in. ... - 222AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库
https://github.com/jindaxiang/akshareAKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库 - akfamily/akshare - 223A Python wrapper for Google Tesseract
https://github.com/madmaze/pytesseractA Python wrapper for Google Tesseract. Contribute to madmaze/pytesseract development by creating an account on GitHub. - 224A pythonic interface to Amazon's DynamoDB
https://github.com/pynamodb/PynamoDBA pythonic interface to Amazon's DynamoDB. Contribute to pynamodb/PynamoDB development by creating an account on GitHub. - 225A slick ORM cache with automatic granular event-driven invalidation.
https://github.com/Suor/django-cacheopsA slick ORM cache with automatic granular event-driven invalidation. - Suor/django-cacheops - 226Home
https://airflow.apache.org/Platform created by the community to programmatically author, schedule and monitor workflows. - 227Using the jedi autocompletion library for VIM.
https://github.com/davidhalter/jedi-vimUsing the jedi autocompletion library for VIM. Contribute to davidhalter/jedi-vim development by creating an account on GitHub. - 228Data validation using Python type hints
https://github.com/pydantic/pydanticData validation using Python type hints. Contribute to pydantic/pydantic development by creating an account on GitHub. - 229A Python implementation of LightFM, a hybrid recommendation algorithm.
https://github.com/lyst/lightfmA Python implementation of LightFM, a hybrid recommendation algorithm. - lyst/lightfm - 230bpython - A fancy curses interface to the Python interactive interpreter
https://github.com/bpython/bpythonbpython - A fancy curses interface to the Python interactive interpreter - bpython/bpython - 231Python Data Structures for Humans™.
https://github.com/schematics/schematicsPython Data Structures for Humans™. Contribute to schematics/schematics development by creating an account on GitHub. - 232Safely pass trusted data to untrusted environments and back.
https://github.com/pallets/itsdangerousSafely pass trusted data to untrusted environments and back. - pallets/itsdangerous - 233PYthon svg GrAph plotting Library
https://github.com/Kozea/pygalPYthon svg GrAph plotting Library. Contribute to Kozea/pygal development by creating an account on GitHub. - 234The most widely used Python to C compiler
https://github.com/cython/cythonThe most widely used Python to C compiler. Contribute to cython/cython development by creating an account on GitHub. - 235Parallel computing with task scheduling
https://github.com/dask/daskParallel computing with task scheduling. Contribute to dask/dask development by creating an account on GitHub. - 236Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies
https://github.com/RaylockLLC/DearPyGui/Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies - hoffstadt/DearPyGui - 237(No longer maintained) A faster and highly-compatible implementation of the Python programming language.
https://github.com/pyston/pyston/(No longer maintained) A faster and highly-compatible implementation of the Python programming language. - pyston/pyston - 238matplotlib: plotting with Python
https://github.com/matplotlib/matplotlibmatplotlib: plotting with Python. Contribute to matplotlib/matplotlib development by creating an account on GitHub. - 239pyglet is a cross-platform windowing and multimedia library for Python, for developing games and other visually rich applications.
https://github.com/pyglet/pygletpyglet is a cross-platform windowing and multimedia library for Python, for developing games and other visually rich applications. - pyglet/pyglet - 240Vim python-mode. PyLint, Rope, Pydoc, breakpoints from box.
https://github.com/python-mode/python-modeVim python-mode. PyLint, Rope, Pydoc, breakpoints from box. - python-mode/python-mode - 241Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
https://github.com/stanfordnlp/stanzaStanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages - stanfordnlp/stanza - 242Automatic SQL injection and database takeover tool
https://github.com/sqlmapproject/sqlmapAutomatic SQL injection and database takeover tool - sqlmapproject/sqlmap - 243PyMongo - the Official MongoDB Python driver
https://github.com/mongodb/mongo-python-driverPyMongo - the Official MongoDB Python driver. Contribute to mongodb/mongo-python-driver development by creating an account on GitHub. - 244🏹 Better dates & times for Python
https://github.com/arrow-py/arrow🏹 Better dates & times for Python. Contribute to arrow-py/arrow development by creating an account on GitHub. - 245A python wrapper for libmagic
https://github.com/ahupp/python-magicA python wrapper for libmagic. Contribute to ahupp/python-magic development by creating an account on GitHub. - 246🍦 Never use print() to debug again.
https://github.com/gruns/icecream🍦 Never use print() to debug again. Contribute to gruns/icecream development by creating an account on GitHub. - 247A Python native, OS native GUI toolkit.
https://github.com/pybee/togaA Python native, OS native GUI toolkit. Contribute to beeware/toga development by creating an account on GitHub. - 248Every web site provides APIs.
https://github.com/gaojiuli/toapiEvery web site provides APIs. Contribute to elliotgao2/toapi development by creating an account on GitHub. - 249Python packaging and dependency management made easy
https://github.com/sdispater/poetryPython packaging and dependency management made easy - python-poetry/poetry - 250Sixpack is a language-agnostic a/b-testing framework
https://github.com/seatgeek/sixpackSixpack is a language-agnostic a/b-testing framework - sixpack/sixpack - 251Object-oriented file system path manipulation
https://github.com/jaraco/path.pyObject-oriented file system path manipulation. Contribute to jaraco/path development by creating an account on GitHub. - 252Python PyPi staging server and packaging, testing, release tool
https://github.com/devpi/devpiPython PyPi staging server and packaging, testing, release tool - devpi/devpi - 253An implementation of the JSON Schema specification for Python
https://github.com/python-jsonschema/jsonschemaAn implementation of the JSON Schema specification for Python - python-jsonschema/jsonschema - 254Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
https://github.com/spotify/annoyApproximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk - spotify/annoy - 255Implementation of Python 3.x for .NET Framework that is built on top of the Dynamic Language Runtime.
https://github.com/IronLanguages/ironpython3Implementation of Python 3.x for .NET Framework that is built on top of the Dynamic Language Runtime. - IronLanguages/ironpython3 - 256zerorpc for python
https://github.com/0rpc/zerorpc-pythonzerorpc for python. Contribute to 0rpc/zerorpc-python development by creating an account on GitHub. - 257Freeze (package) Python programs into stand-alone executables
https://github.com/pyinstaller/pyinstallerFreeze (package) Python programs into stand-alone executables - pyinstaller/pyinstaller - 258Inspects Python source files and provides information about type and location of classes, methods etc
https://github.com/PyCQA/prospectorInspects Python source files and provides information about type and location of classes, methods etc - landscapeio/prospector - 259A Python implementation of John Gruber’s Markdown with Extension support.
https://github.com/waylan/Python-MarkdownA Python implementation of John Gruber’s Markdown with Extension support. - Python-Markdown/markdown - 260Scapy: the Python-based interactive packet manipulation program & library.
https://github.com/secdev/scapyScapy: the Python-based interactive packet manipulation program & library. - secdev/scapy - 261NumPy aware dynamic Python compiler using LLVM
https://github.com/numba/numbaNumPy aware dynamic Python compiler using LLVM. Contribute to numba/numba development by creating an account on GitHub. - 262Full-screen console debugger for Python
https://github.com/inducer/pudbFull-screen console debugger for Python. Contribute to inducer/pudb development by creating an account on GitHub. - 263The Social-Engineer Toolkit (SET) repository from TrustedSec - All new versions of SET will be deployed here.
https://github.com/trustedsec/social-engineer-toolkitThe Social-Engineer Toolkit (SET) repository from TrustedSec - All new versions of SET will be deployed here. - trustedsec/social-engineer-toolkit - 264Build software better, together
https://github.com/jonathanslenders/python-prompt-toolkit.GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. - 265Create standalone Windows programs from Python code
https://github.com/py2exe/py2exeCreate standalone Windows programs from Python code - py2exe/py2exe - 266Magenta: Music and Art Generation with Machine Intelligence
https://github.com/magenta/magentaMagenta: Music and Art Generation with Machine Intelligence - magenta/magenta - 267Validated, scalable, community developed variant calling, RNA-seq and small RNA analysis
https://github.com/chapmanb/bcbio-nextgenValidated, scalable, community developed variant calling, RNA-seq and small RNA analysis - bcbio/bcbio-nextgen - 268No longer maintained, please migrate to model_bakery
https://github.com/vandersonmota/model_mommyNo longer maintained, please migrate to model_bakery - berinhard/model_mommy - 269Topic Modelling for Humans
https://github.com/RaRe-Technologies/gensimTopic Modelling for Humans. Contribute to piskvorky/gensim development by creating an account on GitHub. - 270xlwings is a Python library that makes it easy to call Python from Excel and vice versa. It works with Excel on Windows and macOS as well as with Google Sheets and Excel on the web.
https://github.com/ZoomerAnalytics/xlwingsxlwings is a Python library that makes it easy to call Python from Excel and vice versa. It works with Excel on Windows and macOS as well as with Google Sheets and Excel on the web. - GitHub - xlw... - 271Build software better, together
https://github.com/mre/awesome-static-analysis.GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. - 272A formatter for Python files
https://github.com/google/yapfA formatter for Python files. Contribute to google/yapf development by creating an account on GitHub. - 273Simple, elegant, Pythonic functional programming.
https://github.com/evhub/coconutSimple, elegant, Pythonic functional programming. Contribute to evhub/coconut development by creating an account on GitHub. - 274The POX network software platform
https://github.com/noxrepo/poxThe POX network software platform. Contribute to noxrepo/pox development by creating an account on GitHub. - 275Write desktop and web apps in pure Python
https://github.com/zoofIO/flexxWrite desktop and web apps in pure Python. Contribute to flexxui/flexx development by creating an account on GitHub. - 276py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins from Python scripts.
https://github.com/ronaldoussoren/py2apppy2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins from Python scripts. - ronaldoussoren/py2app - 277Rich Python data types for Redis
https://github.com/stephenmcd/hot-redisRich Python data types for Redis. Contribute to stephenmcd/hot-redis development by creating an account on GitHub. - 278A lightweight, object-oriented finite state machine implementation in Python with many extensions
https://github.com/pytransitions/transitionsA lightweight, object-oriented finite state machine implementation in Python with many extensions - pytransitions/transitions - 279A Python Mail Server
https://github.com/moggers87/salmonA Python Mail Server. Contribute to moggers87/salmon development by creating an account on GitHub. - 280Python client for Apache Kafka
https://github.com/dpkp/kafka-pythonPython client for Apache Kafka. Contribute to dpkp/kafka-python development by creating an account on GitHub. - 281A powerful workflow engine implemented in pure Python
https://github.com/knipknap/SpiffWorkflowA powerful workflow engine implemented in pure Python - sartography/SpiffWorkflow - 282Supercharge your API testing, catch bugs, and ensure compliance
https://github.com/kiwicom/schemathesisSupercharge your API testing, catch bugs, and ensure compliance - schemathesis/schemathesis - 283The Web framework for perfectionists with deadlines.
https://github.com/django/djangoThe Web framework for perfectionists with deadlines. - django/django - 284:zap: A Fast, Extensible Progress Bar for Python and CLI
https://github.com/tqdm/tqdm:zap: A Fast, Extensible Progress Bar for Python and CLI - tqdm/tqdm - 285Python job scheduling for humans.
https://github.com/dbader/schedulePython job scheduling for humans. Contribute to dbader/schedule development by creating an account on GitHub. - 286Visual profiler for Python
https://github.com/nvdv/vprofVisual profiler for Python. Contribute to nvdv/vprof development by creating an account on GitHub. - 287An async ORM. 🗃
https://github.com/encode/ormAn async ORM. 🗃. Contribute to encode/orm development by creating an account on GitHub. - 288Mail hosting made simple
https://github.com/modoboa/modoboaMail hosting made simple. Contribute to modoboa/modoboa development by creating an account on GitHub. - 289A system-level, binary package and environment manager running on all major operating systems and platforms.
https://github.com/conda/conda/A system-level, binary package and environment manager running on all major operating systems and platforms. - conda/conda - 290Python library for reading audio file metadata
https://github.com/devsnd/tinytagPython library for reading audio file metadata. Contribute to tinytag/tinytag development by creating an account on GitHub. - 291Automatically generate a RESTful API service for your legacy database. No code required!
https://github.com/jeffknupp/sandman2Automatically generate a RESTful API service for your legacy database. No code required! - jeffknupp/sandman2 - 292A Python scikit for building and analyzing recommender systems
https://github.com/NicolasHug/SurpriseA Python scikit for building and analyzing recommender systems - NicolasHug/Surprise - 293ICU - International Components for Unicode
http://site.icu-project.org/.News 2024-04-17: ICU 75 is now available. It updates to CLDR 45 (beta blog) locale data with new locales and various additions and corrections. C++ code now requires C++17 and is being made more robust. The CLDR MessageFormat 2.0 specification is now in technology preview, together with a - 294A computer algebra system written in pure Python
https://github.com/sympy/sympyA computer algebra system written in pure Python. Contribute to sympy/sympy development by creating an account on GitHub. - 295WordPress models and views for Django.
https://github.com/istrategylabs/django-wordpressWordPress models and views for Django. Contribute to jcarbaugh/django-wordpress development by creating an account on GitHub. - 296Simple and extensible administrative interface framework for Flask
https://github.com/flask-admin/flask-adminSimple and extensible administrative interface framework for Flask - pallets-eco/flask-admin - 297Virtual Python Environment builder
https://github.com/pypa/virtualenvVirtual Python Environment builder. Contribute to pypa/virtualenv development by creating an account on GitHub. - 298The Python micro framework for building web applications.
https://github.com/pallets/flaskThe Python micro framework for building web applications. - pallets/flask - 299API Documentation for Python Projects
https://github.com/mitmproxy/pdocAPI Documentation for Python Projects. Contribute to mitmproxy/pdoc development by creating an account on GitHub. - 300Python IMAP for Human beings
https://github.com/martinrusev/imboxPython IMAP for Human beings. Contribute to martinrusev/imbox development by creating an account on GitHub. - 301Supervisor process control system for Unix (supervisord)
https://github.com/Supervisor/supervisorSupervisor process control system for Unix (supervisord) - Supervisor/supervisor - 302ClickHouse Python Driver with native interface support
https://github.com/mymarilyn/clickhouse-driverClickHouse Python Driver with native interface support - mymarilyn/clickhouse-driver - 303Pony Object Relational Mapper
https://github.com/ponyorm/pony/Pony Object Relational Mapper. Contribute to ponyorm/pony development by creating an account on GitHub. - 304x86-64 assembler embedded in Python
https://github.com/Maratyszcza/PeachPyx86-64 assembler embedded in Python. Contribute to Maratyszcza/PeachPy development by creating an account on GitHub. - 305Incubator for useful bioinformatics code, primarily in Python and R
https://github.com/chapmanb/bcbbIncubator for useful bioinformatics code, primarily in Python and R - chapmanb/bcbb - 306A curated list of awesome tools for SQLAlchemy
https://github.com/dahlia/awesome-sqlalchemyA curated list of awesome tools for SQLAlchemy. Contribute to dahlia/awesome-sqlalchemy development by creating an account on GitHub. - 307TinyDB is a lightweight document oriented database optimized for your happiness :)
https://github.com/msiemens/tinydbTinyDB is a lightweight document oriented database optimized for your happiness :) - msiemens/tinydb - 308Apache Spark - A unified analytics engine for large-scale data processing
https://github.com/apache/sparkApache Spark - A unified analytics engine for large-scale data processing - apache/spark - 309Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
https://github.com/tornadoweb/tornadoTornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. - tornadoweb/tornado - 310Library for building WebSocket servers and clients in Python
https://github.com/aaugustin/websocketsLibrary for building WebSocket servers and clients in Python - python-websockets/websockets - 311Cython implementation of Toolz: High performance functional utilities
https://github.com/pytoolz/cytoolz/Cython implementation of Toolz: High performance functional utilities - pytoolz/cytoolz - 312A developer-friendly Python library to interact with Apache HBase
https://github.com/python-happybase/happybaseA developer-friendly Python library to interact with Apache HBase - python-happybase/happybase - 313Per object permissions for Django
https://github.com/django-guardian/django-guardianPer object permissions for Django. Contribute to django-guardian/django-guardian development by creating an account on GitHub. - 314Parsing ELF and DWARF in Python
https://github.com/eliben/pyelftoolsParsing ELF and DWARF in Python. Contribute to eliben/pyelftools development by creating an account on GitHub. - 315A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
https://github.com/dashingsoft/pyarmorA tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. - dashingsoft/pyarmor - 316Python QR Code image generator
https://github.com/lincolnloop/python-qrcodePython QR Code image generator. Contribute to lincolnloop/python-qrcode development by creating an account on GitHub. - 317A pure Python Database Abstraction Layer
https://github.com/web2py/pydal/A pure Python Database Abstraction Layer. Contribute to web2py/pydal development by creating an account on GitHub. - 318Use a docx as a jinja2 template
https://github.com/elapouya/python-docx-templateUse a docx as a jinja2 template. Contribute to elapouya/python-docx-template development by creating an account on GitHub. - 319A Library for Field-aware Factorization Machines
https://github.com/guestwalk/libffmA Library for Field-aware Factorization Machines. Contribute to ycjuan/libffm development by creating an account on GitHub. - 320A better Python REPL
https://github.com/jonathanslenders/ptpythonA better Python REPL. Contribute to prompt-toolkit/ptpython development by creating an account on GitHub. - 321A fancy and practical functional tools
https://github.com/Suor/funcyA fancy and practical functional tools. Contribute to Suor/funcy development by creating an account on GitHub. - 322Subprocesses for Humans 2.0.
https://github.com/amitt001/delegator.pySubprocesses for Humans 2.0. Contribute to amitt001/delegator.py development by creating an account on GitHub. - 323Emacs Python Development Environment
https://github.com/jorgenschaefer/elpyEmacs Python Development Environment. Contribute to jorgenschaefer/elpy development by creating an account on GitHub. - 324Build software better, together
https://github.com/tayllan/awesome-algorithms.GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. - 325Computer art based on quadtrees.
https://github.com/fogleman/QuadsComputer art based on quadtrees. Contribute to fogleman/Quads development by creating an account on GitHub. - 326A toolbar overlay for debugging Flask applications
https://github.com/pallets-eco/flask-debugtoolbarA toolbar overlay for debugging Flask applications - pallets-eco/flask-debugtoolbar - 327Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
https://github.com/benedekrozemberczki/karateclubKarate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020) - benedekrozemberczki/karateclub - 328More routines for operating on iterables, beyond itertools
https://github.com/erikrose/more-itertoolsMore routines for operating on iterables, beyond itertools - more-itertools/more-itertools - 329Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, WxPython, and Remi into a simple, intuitive, and fun experience for both hobbyists and expert users.
https://github.com/PySimpleGUI/PySimpleGUIPython GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, ... - 330Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
https://github.com/PrefectHQ/prefectPrefect is a workflow orchestration framework for building resilient data pipelines in Python. - PrefectHQ/prefect - 331RPyC (Remote Python Call) - A transparent and symmetric RPC library for python
https://github.com/tomerfiliba/rpycRPyC (Remote Python Call) - A transparent and symmetric RPC library for python - tomerfiliba-org/rpyc - 332A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files
https://github.com/mstamy2/PyPDF2A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files - py-pdf/pypdf - 333Models | Django documentation
https://docs.djangoproject.com/en/dev/topics/db/models/The web framework for perfectionists with deadlines. - 334Build Web Services with Pyramid.
https://github.com/Cornices/corniceBuild Web Services with Pyramid. Contribute to Cornices/cornice development by creating an account on GitHub. - 335Deduplicating archiver with compression and authenticated encryption.
https://github.com/borgbackup/borgDeduplicating archiver with compression and authenticated encryption. - borgbackup/borg - 336Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor
https://github.com/Theano/TheanoTheano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.... - 337An implementation of Python in Common Lisp
https://github.com/metawilm/cl-pythonAn implementation of Python in Common Lisp. Contribute to metawilm/cl-python development by creating an account on GitHub. - 338lightweight python wrapper for vowpal wabbit
https://github.com/josephreisinger/vowpal_porpoiselightweight python wrapper for vowpal wabbit. Contribute to josephreisinger/vowpal_porpoise development by creating an account on GitHub. - 339Integration of IPython pdb
https://github.com/gotcha/ipdbIntegration of IPython pdb. Contribute to gotcha/ipdb development by creating an account on GitHub. - 340Main repository for Vispy
https://github.com/vispy/vispyMain repository for Vispy. Contribute to vispy/vispy development by creating an account on GitHub. - 341Python datetimes made easy
https://github.com/sdispater/pendulumPython datetimes made easy. Contribute to sdispater/pendulum development by creating an account on GitHub. - 342Web APIs for Django. 🎸
https://github.com/encode/django-rest-frameworkWeb APIs for Django. 🎸. Contribute to encode/django-rest-framework development by creating an account on GitHub. - 343local pypi server (custom packages and auto-mirroring of pypi)
https://github.com/jazzband/localshoplocal pypi server (custom packages and auto-mirroring of pypi) - mvantellingen/localshop - 344The Python Package Index
https://github.com/pypa/warehouseThe Python Package Index. Contribute to pypi/warehouse development by creating an account on GitHub. - 345A functional standard library for Python.
https://github.com/pytoolz/toolzA functional standard library for Python. Contribute to pytoolz/toolz development by creating an account on GitHub. - 346A toolkit for developing and comparing reinforcement learning algorithms.
https://github.com/openai/gymA toolkit for developing and comparing reinforcement learning algorithms. - openai/gym - 347Cartopy - a cartographic python library with matplotlib support
https://github.com/SciTools/cartopyCartopy - a cartographic python library with matplotlib support - SciTools/cartopy - 348a python refactoring library
https://github.com/python-rope/ropea python refactoring library. Contribute to python-rope/rope development by creating an account on GitHub. - 349Python process launching
https://github.com/amoffat/shPython process launching. Contribute to amoffat/sh development by creating an account on GitHub. - 350Statistical data visualization in Python
https://github.com/mwaskom/seabornStatistical data visualization in Python. Contribute to mwaskom/seaborn development by creating an account on GitHub. - 351Fast data visualization and GUI tools for scientific / engineering applications
https://github.com/pyqtgraph/pyqtgraphFast data visualization and GUI tools for scientific / engineering applications - pyqtgraph/pyqtgraph - 352Create Open XML PowerPoint documents in Python
https://github.com/scanny/python-pptxCreate Open XML PowerPoint documents in Python. Contribute to scanny/python-pptx development by creating an account on GitHub. - 353Declarative User Interfaces for Python
https://github.com/nucleic/enamlDeclarative User Interfaces for Python. Contribute to nucleic/enaml development by creating an account on GitHub. - 354Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.
https://github.com/numenta/nupicNumenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex. - numenta/nupic-... - 355A Python utility / library to sort imports.
https://github.com/timothycrosley/isortA Python utility / library to sort imports. Contribute to PyCQA/isort development by creating an account on GitHub. - 356Run Python in Apache Storm topologies. Pythonic API, CLI tooling, and a topology DSL.
https://github.com/Parsely/streamparseRun Python in Apache Storm topologies. Pythonic API, CLI tooling, and a topology DSL. - pystorm/streamparse - 357Declarative statistical visualization library for Python
https://github.com/altair-viz/altairDeclarative statistical visualization library for Python - vega/altair - 358Crontab jobs management in Python
https://github.com/fengsp/planCrontab jobs management in Python. Contribute to fengsp/plan development by creating an account on GitHub. - 359A calendaring app for Django. It is now stable, Please feel free to use it now. Active development has been taken over by bartekgorny.
https://github.com/thauber/django-scheduleA calendaring app for Django. It is now stable, Please feel free to use it now. Active development has been taken over by bartekgorny. - thauber/django-schedule - 360A Python Object-Document-Mapper for working with MongoDB
https://github.com/MongoEngine/mongoengineA Python Object-Document-Mapper for working with MongoDB - MongoEngine/mongoengine - 361Build software better, together
https://github.com/timofurrer/awesome-asyncio.GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. - 362New generation PostgreSQL database adapter for the Python programming language
https://github.com/psycopg/psycopgNew generation PostgreSQL database adapter for the Python programming language - GitHub - psycopg/psycopg: New generation PostgreSQL database adapter for the Python programming language - 363Build software better, together
https://github.com/realpython/list-of-python-api-wrappers.GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. - 364Python Imaging Library (Fork)
https://github.com/python-pillow/PillowPython Imaging Library (Fork). Contribute to python-pillow/Pillow development by creating an account on GitHub. - 365Stream Framework is a Python library, which allows you to build news feed, activity streams and notification systems using Cassandra and/or Redis. The authors of Stream-Framework also provide a cloud service for feed technology:
https://github.com/tschellenbach/Stream-FrameworkStream Framework is a Python library, which allows you to build news feed, activity streams and notification systems using Cassandra and/or Redis. The authors of Stream-Framework also provide a clo... - 366thumbor is an open-source photo thumbnail service by globo.com
https://github.com/thumbor/thumborthumbor is an open-source photo thumbnail service by globo.com - thumbor/thumbor - 367REST API framework designed for human beings
https://github.com/pyeve/eveREST API framework designed for human beings. Contribute to pyeve/eve development by creating an account on GitHub. - 368Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
https://github.com/dmlc/xgboostScalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow - dmlc/x... - 369Official upstream for the cloud-init: cloud instance initialization
https://github.com/canonical/cloud-initOfficial upstream for the cloud-init: cloud instance initialization - canonical/cloud-init - 370create custom test databases that are populated with fake data
https://github.com/emirozer/fake2dbcreate custom test databases that are populated with fake data - emirozer/fake2db - 371Fixes mojibake and other glitches in Unicode text, after the fact.
https://github.com/LuminosoInsight/python-ftfyFixes mojibake and other glitches in Unicode text, after the fact. - rspeer/python-ftfy - 372Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
https://github.com/JohnLangford/vowpal_wabbit/.Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive lea... - 373Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:
https://github.com/saltstack/saltSoftware to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here: - GitHub - saltstack/salt: Software to... - 374Plotting library for IPython/Jupyter notebooks
https://github.com/bloomberg/bqplotPlotting library for IPython/Jupyter notebooks. Contribute to bqplot/bqplot development by creating an account on GitHub. - 375Python interface to Graphviz graph drawing package
https://github.com/pygraphviz/pygraphviz/Python interface to Graphviz graph drawing package - pygraphviz/pygraphviz - 376🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
https://github.com/mahmoud/boltons🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton. - mahmoud/boltons - 377Selenium
http://www.seleniumhq.org/Selenium automates browsers. That's it! What you do with that power is entirely up to you. Primarily it is for automating web applications for testing purposes, but is certainly not limited to just that. Boring web-based administration tasks can (and should) also be automated as well. Getting Started Selenium WebDriver Selenium WebDriver If you want to create robust, browser-based regression automation suites and tests, scale and distribute scripts across many environments, then you want to use Selenium WebDriver, a collection of language specific bindings to drive a browser - the way it is meant to be driven. - 378Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
https://github.com/benhamner/MetricsMachine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave - benhamner/Metrics - 379DataStax Python Driver for Apache Cassandra
https://github.com/datastax/python-driverDataStax Python Driver for Apache Cassandra. Contribute to datastax/python-driver development by creating an account on GitHub. - 380A configurable set of panels that display various debug information about the current request/response.
https://github.com/jazzband/django-debug-toolbarA configurable set of panels that display various debug information about the current request/response. - jazzband/django-debug-toolbar - 381Creating delicious APIs for Django apps since 2010.
https://github.com/django-tastypie/django-tastypieCreating delicious APIs for Django apps since 2010. - django-tastypie/django-tastypie - 382A Grammar of Graphics for Python
https://github.com/has2k1/plotnineA Grammar of Graphics for Python. Contribute to has2k1/plotnine development by creating an account on GitHub. - 383The platform for building AI from enterprise data
https://github.com/mindsdb/mindsdbThe platform for building AI from enterprise data. Contribute to mindsdb/mindsdb development by creating an account on GitHub. - 384A curated list of awesome Jupyter projects, libraries and resources
https://github.com/markusschanta/awesome-jupyterA curated list of awesome Jupyter projects, libraries and resources - markusschanta/awesome-jupyter - 385Useful extensions to the standard Python datetime features
https://github.com/dateutil/dateutilUseful extensions to the standard Python datetime features - dateutil/dateutil - 386Debugging manhole for python applications.
https://github.com/ionelmc/python-manholeDebugging manhole for python applications. Contribute to ionelmc/python-manhole development by creating an account on GitHub. - 387The comprehensive WSGI web application library.
https://github.com/pallets/werkzeugThe comprehensive WSGI web application library. Contribute to pallets/werkzeug development by creating an account on GitHub. - 388A little Python library for making simple Electron-like HTML/JS GUI apps
https://github.com/ChrisKnott/EelA little Python library for making simple Electron-like HTML/JS GUI apps - python-eel/Eel - 389Python flexible slugify function
https://github.com/dimka665/awesome-slugifyPython flexible slugify function. Contribute to voronind/awesome-slugify development by creating an account on GitHub. - 390Bayesian Modeling and Probabilistic Programming in Python
https://github.com/pymc-devs/pymc3Bayesian Modeling and Probabilistic Programming in Python - pymc-devs/pymc - 391A set of tools to keep your pinned Python dependencies fresh.
https://github.com/jazzband/pip-toolsA set of tools to keep your pinned Python dependencies fresh. - jazzband/pip-tools - 392Browsable web APIs for Flask.
https://github.com/flask-api/flask-apiBrowsable web APIs for Flask. Contribute to flask-api/flask-api development by creating an account on GitHub. - 393The official Python SDK for Sentry.io
https://github.com/getsentry/sentry-pythonThe official Python SDK for Sentry.io. Contribute to getsentry/sentry-python development by creating an account on GitHub. - 394Remote task execution tool
https://github.com/gunnery/gunneryRemote task execution tool. Contribute to gunnery/gunnery development by creating an account on GitHub. - 395Statsmodels: statistical modeling and econometrics in Python
https://github.com/statsmodels/statsmodelsStatsmodels: statistical modeling and econometrics in Python - statsmodels/statsmodels - 396pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write declarative operations. Target SSH servers, local machine and Docker containers. Fast and scales from one server to thousands.
https://github.com/pyinfra-dev/pyinfrapyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write declarative operations. Target SSH servers, local machine and Docker containers. Fast ... - 397Interactive Data Visualization in the browser, from Python
https://github.com/bokeh/bokehInteractive Data Visualization in the browser, from Python - bokeh/bokeh - 398Send email in Python conveniently for gmail using yagmail
https://github.com/kootenpv/yagmailSend email in Python conveniently for gmail using yagmail - kootenpv/yagmail - 399A fast Python in-process signal/event dispatching system.
https://github.com/jek/blinkerA fast Python in-process signal/event dispatching system. - pallets-eco/blinker - 400🐍 The official Python client library for Google's discovery based APIs.
https://github.com/google/google-api-python-client🐍 The official Python client library for Google's discovery based APIs. - googleapis/google-api-python-client - 401📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.
https://github.com/orsinium/textdistance📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage. - life4/textdistance
Queriesor most google FAQ's about Python.
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what python programming can do - 4
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