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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/sebastien/cuisineChef-like functionality for Fabric. Contribute to sebastien/cuisine development by creating an account on GitHub. - 99A Python module for creating Excel XLSX files.
https://github.com/jmcnamara/XlsxWriterA Python module for creating Excel XLSX files. Contribute to jmcnamara/XlsxWriter development by creating an account on GitHub. - 100fastFM: A Library for Factorization Machines
https://github.com/ibayer/fastFMfastFM: A Library for Factorization Machines. Contribute to ibayer/fastFM development by creating an account on GitHub. - 101🎚️ Open Source Audio Matching and Mastering
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
FAQ'sto know more about the topic.
mail [email protected] to add your project or resources here 🔥.
- 1What is Python programming used for?
- 2How can I start learning Python?
- 3What are Python's main features?
- 4What are the best libraries for Python programming?
- 5How is Python different from other programming languages?
- 6What are common mistakes beginners make in Python?
- 7What is Python's role in data science?
- 8How does Python handle memory management?
- 9What are Python decorators and how are they used?
- 10What is the difference between a list and a tuple in Python?
- 11How do I handle exceptions in Python?
- 12What are Python's data types?
- 13What is the use of 'self' in Python?
- 14How can I optimize Python code for performance?
- 15What are Python modules and how do I use them?
- 16What is the significance of the Python 'if __name__ == '__main__'?'
- 17What is Python's role in web development?
- 18Why does my Python code keep throwing indentation errors?
- 19How can I fix TypeError in Python?
- 20What should I do if my Python script is running slowly?
- 21Why is my Python function returning None?
- 22How do I resolve 'ModuleNotFoundError' in Python?
- 23What does 'IndexError' mean and how can I fix it?
- 24Why does my Python program freeze or hang?
- 25How can I troubleshoot unexpected output in my Python program?
- 26How do I resolve 'AttributeError' in Python?
- 27Why am I getting a 'KeyError' when accessing a dictionary?
- 28How can I resolve issues with Python's 'open' function?
- 29Why is my Python program crashing with 'MemoryError'?
- 30How can I fix 'ValueError' in Python?
- 31What should I do if my Python code is throwing 'ImportError'?
- 32Why does my Python script fail with 'RecursionError'?
- 33How can I handle 'StopIteration' exceptions in Python?
- 34Why is my Python program throwing a 'FileNotFoundError'?
- 35How do I fix a 'ConnectionError' in Python?
- 36What causes 'SyntaxError' and how can I fix it?
- 37How can I manage dependencies in Python effectively?
- 38Why does my Python code raise 'OverflowError'?
- 39How do I handle exceptions in Python effectively?
- 40What are common issues when working with Python lists?
- 41How can I optimize my Python code for performance?
- 42Why does my Python script not return the expected results?
- 43How do I fix 'IndentationError' in Python?
- 44Why does my Python code throw a 'TypeError'?
- 45How can I deal with 'TimeoutError' in Python?
- 46Why is my Python program slow, and how can I speed it up?
- 47How can I resolve 'ValueError' in NumPy?
- 48What causes 'IndexError' in Python and how do I fix it?
- 49How do I fix 'ModuleNotFoundError' in Python?
- 50What should I do if my Python code runs slowly with large datasets?
- 51How can I prevent circular imports in Python?
- 52How do I resolve 'AttributeError' in Python?
- 53Why is my Python list not updating as expected?
- 54How can I deal with 'KeyError' when accessing dictionary elements?
- 55What causes 'TypeError' when using list comprehensions in Python?
- 56How can I avoid memory issues in Python?
- 57Why is my Python script encountering 'RecursionError'?
- 58How do I handle UnicodeEncodeError in Python?
- 59What are best practices for writing Python functions?
- 60How can I handle exceptions effectively in Python?
- 61Why is my Python code not producing any output?
- 62How do I manage dependencies in my Python project?
- 63How can I fix issues with Python's garbage collection?
- 64What are common causes of 'OSError' in Python?
- 65How do I use Python's logging module effectively?
- 66Why is my Python script using too much memory?
- 67How can I implement unit testing in Python?
- 68What are Python decorators, and how do I use them?
- 69How do I handle file operations safely in Python?
- 70Why is my Python script running slowly?
- 71How do I fix a 'ModuleNotFoundError' in Python?
- 72What should I do if I get 'IndexError' in Python?
- 73How do I fix 'NameError' in Python?
- 74What causes 'ValueError' in Python, and how can I fix it?
- 75How do I avoid 'TypeError' when using built-in functions?
- 76What should I do if I encounter 'FileNotFoundError'?
- 77How can I prevent 'KeyError' in Python dictionaries?
- 78What are common causes of 'AttributeError' in Python?
- 79How do I debug memory leaks in my Python application?
- 80How can I optimize database queries in Python?
- 81How do I handle multithreading issues in Python?
- 82How can I improve the performance of my Python application?
- 83What are the best practices for handling API responses in Python?
- 84How can I ensure my Python code is thread-safe?
- 85What are the common pitfalls when using Python's decorators?
- 86How do I manage configuration settings in a Python application?
- 87What are the strategies for testing asynchronous code in Python?
- 88How do I handle circular imports in Python?
- 89How can I improve my Python code's readability and maintainability?
- 90What are the best practices for using Python's logging module?
- 91How do I handle versioning in my Python packages?
- 92How can I ensure my Python application is secure?
- 93What are the challenges of working with Python's GIL in multi-threading?
- 94How do I implement custom exception handling in Python?
- 95What are the differences between `__str__` and `__repr__` methods in Python?
- 96How do I manage dependencies in a Python project?
- 97How do I manage large datasets in Python efficiently?
- 98What are some common performance bottlenecks in Python applications?
- 99How do I implement pagination in a Python web application?
- 100What strategies can I use to handle time zones in Python?
- 101How do I implement caching in Python applications?
- 102What are the key differences between Python 2 and Python 3?
- 103How can I use context managers in Python effectively?
- 104What is the best way to test Python code?
- 105How do I handle exceptions in asynchronous code?
- 106What is the purpose of `__init__.py` in Python packages?
- 107How do I profile Python code for performance optimization?
- 108What are the advantages of using Python decorators?
- 109How do I create and use custom iterators in Python?
- 110What are Python generators and how do they differ from regular functions?
- 111How do I implement a RESTful API using Flask?
- 112What are the benefits of using type hints in Python?
- 113How do I integrate third-party libraries into my Python project?
- 114What is the difference between deep copy and shallow copy in Python?
- 115How do I implement logging in my Python application?
- 116How can I secure my Python web application?
- 117What are Python's built-in data structures and when should I use them?
- 118How do I use the `asyncio` library in Python?
- 119How can I improve the readability of my Python code?
- 120What is the Global Interpreter Lock (GIL) and how does it affect multithreading?
- 121How do I handle exceptions in Python effectively?
- 122What are the differences between `list` and `tuple` in Python?
- 123How can I optimize the performance of my Python code?
- 124How do I create and use a virtual environment in Python?
- 125What is the purpose of `__str__` and `__repr__` in Python classes?
- 126What is list comprehension in Python and how does it work?
- 127How do I read and write files in Python?
- 128What is the purpose of `self` in Python class methods?
- 129How do I debug my Python code?
- 130What are decorators in Python and how do I use them?
- 131How do I manage dependencies in my Python project?
- 132What is the difference between `staticmethod` and `classmethod` in Python?
- 133How do I work with JSON data in Python?
- 134What are Python's built-in data types?
- 135How do I install third-party packages in Python?
- 136What is the difference between `==` and `is` in Python?
- 137How do I implement inheritance in Python?
- 138What are Python decorators and how do they work?
- 139What is a lambda function in Python?
- 140What is the purpose of the `__init__` method in Python classes?
- 141How do I use the `map` function in Python?
- 142What is the purpose of `with` statement in Python?
- 143How do I sort a list in Python?
- 144How can I handle exceptions in Python?
- 145What is a list comprehension in Python?
- 146How do I use the `filter` function in Python?
- 147How do I create a virtual environment in Python?
- 148How do I merge two dictionaries in Python?
- 149What is full stack development in Python?
- 150Which Python frameworks are best for full stack development?
- 151How does Python handle front-end and back-end development?
- 152Is Python suitable for building scalable applications?
- 153What is the role of RESTful APIs in Python full stack development?
- 154What databases are commonly used with Python full stack applications?
- 155What are the advantages of using Django for full stack development?
- 156How can I deploy a Python full stack application?
- 157What front-end technologies should I learn for Python full stack development?
- 158What is the difference between Django and Flask?
- 159How does Python's asynchronous programming benefit full stack development?
- 160What tools can help with testing Python full stack applications?
- 161What are the best practices for securing a Python web application?
- 162How can version control benefit Python full stack development?
- 163What should I include in my portfolio as a Python full stack developer?
- 164What is the significance of responsive design in full stack development?
- 165What is the importance of middleware in Django?
- 166How does Flask manage routing?
- 167What is the purpose of a virtual environment in Python development?
- 168What are some common challenges in full stack development?
- 169How can I optimize the performance of a Python web application?
- 170What role does HTML play in full stack development?
- 171What is the significance of a RESTful architecture in web applications?
- 172How can I learn full stack development with Python?
- 173What is the difference between SQL and NoSQL databases?
- 174How can I deploy a Python web application?
- 175What is the role of APIs in full stack development?
- 176What is the purpose of using Docker in full stack development?
- 177What skills are essential for a Python full stack developer?
- 178What are the advantages of using Django for web development?
- 179What is Flask’s main advantage over Django?
- 180How can I manage dependencies in a Python project?
- 181What is the role of a template engine in Python web frameworks?
- 182What is the importance of using version control in projects?
- 183What are migrations in Django, and why are they important?
- 184How does Django's ORM simplify database interactions?
- 185What are the benefits of using REST APIs in web applications?
- 186What is the purpose of using asynchronous programming in Python web development?
- 187What is the significance of user authentication in web applications?
- 188How does caching improve web application performance?
- 189What are some best practices for securing a Python web application?
- 190What is the difference between server-side and client-side rendering?
- 191How can I improve the security of APIs in my Python application?
- 192What are the differences between synchronous and asynchronous programming in Python?
- 193What is the role of middleware in Django?
- 194How do you handle static files in a Django application?
- 195What is the significance of using virtual environments in Python?
- 196How can I implement user authorization in a Python web application?
- 197What are some common performance optimization techniques in Python web applications?
- 198What is the purpose of using a task queue in a Python web application?
- 199How can I ensure my Python application is scalable?
- 200What is the importance of testing in Python web development?
- 201How do I deploy a Python web application?
- 202What are the best practices for API design in Python?
- 203How do you implement logging in a Python web application?
- 204What are some key considerations for designing a database schema?
- 205How can I implement pagination in a Django application?
- 206What are the best practices for error handling in Python web applications?
- 207What is the difference between Django and Flask?
- 208How do I manage database migrations in Django?
- 209What is the significance of RESTful API design?
- 210How do you secure a Django application?
- 211What are the benefits of using Django's ORM?
- 212What are signals in Django?
- 213How can I test a Django application?
- 214What are the common HTTP status codes used in web development?
- 215How do I use virtual environments in Python?
- 216What is the role of middleware in Django?
- 217How can I optimize the performance of a Django application?
- 218What is Django's admin interface, and how can it be customized?
- 219What are some common security vulnerabilities in web applications?
- 220How can I improve the user experience in a web application?
- 221What is the role of a full stack developer?
- 222How can I learn full stack development with Python?
- 223What databases are commonly used with Python web applications?
- 224What are some essential libraries for Python web development?
- 225What is the difference between front-end and back-end development?
- 226What tools can be used for front-end development in Python?
- 227What is the purpose of using a front-end framework?
- 228What are some best practices for coding in Python?
- 229How do you handle errors in a Django application?
- 230What is the importance of API documentation?
- 231What are environment variables and why are they used?
- 232What is version control and why is it important?
- 233How can I deploy a Django application?
- 234What are the advantages of using Python for web development?
- 235What is RESTful API, and how is it used in Python?
- 236What is Django REST Framework?
- 237How do I create a virtual environment for a Python project?
- 238What is a frontend-backend separation?
- 239What is the role of a web server in Python applications?
- 240What is CI/CD in web development?
- 241What is a Python package, and how do I create one?
- 242What are asynchronous tasks in Python?
- 243What are the differences between SQL and NoSQL databases?
- 244What are web sockets, and when should I use them?
- 245How do I secure a Python web application?
- 246What is the significance of testing in web development?
- 247What makes Python a great choice for beginners?
- 248Why is Python favored in data science?
- 249What are Python's key features that enhance productivity?
- 250How does Python support multiple programming paradigms?
- 251Why is Python popular for web development?
- 252What role does Python play in automation?
- 253How does Python support scientific computing?
- 254Why is Python popular for machine learning?
- 255What industries benefit from using Python?
Queriesor most google FAQ's about Python.
mail [email protected] to add more queries here 🔍.
- 1
how does python programming work - 2
which app is best for python programming - 3
what python programming can do - 4
when was python programming language created - 5
how long will it take to learn python programming - 6
how to learn python programming for free - 7
what can we do with python programming language - 8
is python programming useful - 9
why python programming is used - 10
what are python programming language - 11
what python programming language - 12
why python programming is awesome - 13
how to do python programming in mobile - 14
why python programming language - 15
which type of programming does python support - 16
is python programming hard - 17
is python coding free - 18
where is python coding used - 19
what does python programming look like - 20
what are some limitations of python programming language - 21
how to do python programming in jupyter notebook - 22
is python programming language easy to learn - 23
how to do python programming in vs code - 24
is python programming hard to learn - 25
which laptop is best for python programming - 26
how to do python programming - 27
which book is best for python programming - 28
will python 4 come out - 29
how to use anaconda for python programming - 30
what can you do with python programming - 31
what are the basics of python programming - 32
how will i learn atl skills with python programming - 33
what are variables in python programming - 34
is python programming or scripting - 35
why learn python programming - 36
how long has python programming been around - 37
where is python used and why - 38
how to do python programming in laptop - 39
what can you do with python programming language - 40
what programming language should i learn after python - 41
what has python been used for - 42
is python sequential programming - 43
who is the best python programmer in the world - 44
how long does it take to learn python programming - 45
can i do python programming on ipad - 46
when is python used - 47
is python programming easy to learn - 48
who developed python programming language - 49
where to start python programming - 50
why python programming language named python - 51
what are the uses of python programming - 52
why python programming is important - 53
which programming language is used in python - 54
where python programming language is used - 55
what are the good python programming practices - 56
- 57
how is python different from other programming languages - 58
is python named after monty python - 59
is python the easiest programming language - 60
is python programming in demand - 61
why was python developed - 62
will python die - 63
why was python programming language created - 64
does python support functional programming - 65
where to learn python programming for free - 66
where to program python - 67
what are the functions of python programming - 68
who is the father of python programming language - 69
is python a programming software - 70
why you should learn python programming - 71
what is python as a programming language - 72
who coded python - 73
what is socket programming python - 74
have python point to python3 - 75
can i do competitive programming in python - 76
how did python programming get its name - 77
who owns python programming language - 78
is python programming language or scripting language - 79
who developed python and when - 80
what should be considered when using operators in python programming - 81
why python is important - 82
what should be used to terminate statements in python programming - 83
how to make a programming language in python - 84
where to practice python programming - 85
how to practice python programming - 86
why python is the best programming language - 87
will python be replaced - 88
who wrote python programming language - 89
why is python good for beginners - 90
why python programming is necessary - 91
does python have object oriented programming - 92
how long does it take to master python programming - 93
how to do python programming in computer - 94
does python support object oriented programming - 95
what is functional programming in python - 96
what jobs can you get with python programming - 97
was python written in c - 98
what are the features of python programming language - 99
how would you describe object-oriented programming in python - 100
who create python programming language - 101
which app is used for python programming - 102
who uses python programming language - 103
what are the applications of python programming - 104
what can python programming be used for - 105
when python was created - 106
who can learn python programming - 107
where python programming is used - 108
why was python invented - 109
should you learn python - 110
why should we learn python programming - 111
why python is famous - 112
will python become obsolete - 113
what does python programming do - 114
how python programming language works - 115
who created python and why - 116
which software is used for python programming - 117
why python is most popular programming language - 118
why python is popular programming language - 119
how to do python programming for beginners - 120
is python programming language - 121
who developed python programming language and when - 122
what python programming is used for - 123
why python programming is called python - 124
how is a function written in python programming language - 125
is python programming free - 126
what is object oriented programming in python - 127
which software is best for python programming - 128
how does python compare to other programming languages - 129
what are the advantages of python programming language - 130
what jobs can i get with python programming - 131
who is the father of python - 132
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who uses python programming - 134
what is gui programming in python - 135
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do python programming online
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