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GitHub - faif/python-patterns: A collection of design patterns/idioms in Python
python-patterns
A collection of design patterns and idioms in Python.
Remember that each pattern has its own trade-offs. And you need to pay attention more to why you're choosing a certain pattern than to how to implement it.
Current Patterns
Creational Patterns:
| Pattern | Description |
|---|---|
| abstract_factory | use a generic function with specific factories |
| borg | a singleton with shared-state among instances |
| builder | instead of using multiple constructors, builder object receives parameters and returns constructed objects |
| factory | delegate a specialized function/method to create instances |
| lazy_evaluation | lazily-evaluated property pattern in Python |
| pool | preinstantiate and maintain a group of instances of the same type |
| prototype | use a factory and clones of a prototype for new instances (if instantiation is expensive) |
Structural Patterns:
| Pattern | Description |
|---|---|
| 3-tier | data<->business logic<->presentation separation (strict relationships) |
| adapter | adapt one interface to another using a white-list |
| bridge | a client-provider middleman to soften interface changes |
| composite | lets clients treat individual objects and compositions uniformly |
| decorator | wrap functionality with other functionality in order to affect outputs |
| facade | use one class as an API to a number of others |
| flyweight | transparently reuse existing instances of objects with similar/identical state |
| front_controller | single handler requests coming to the application |
| mvc | model<->view<->controller (non-strict relationships) |
| proxy | an object funnels operations to something else |
Behavioral Patterns:
| Pattern | Description |
|---|---|
| chain_of_responsibility | apply a chain of successive handlers to try and process the data |
| catalog | general methods will call different specialized methods based on construction parameter |
| chaining_method | continue callback next object method |
| command | bundle a command and arguments to call later |
| iterator | traverse a container and access the container's elements |
| iterator (alt. impl.) | traverse a container and access the container's elements |
| mediator | an object that knows how to connect other objects and act as a proxy |
| memento | generate an opaque token that can be used to go back to a previous state |
| observer | provide a callback for notification of events/changes to data |
| publish_subscribe | a source syndicates events/data to 0+ registered listeners |
| registry | keep track of all subclasses of a given class |
| specification | business rules can be recombined by chaining the business rules together using boolean logic |
| state | logic is organized into a discrete number of potential states and the next state that can be transitioned to |
| strategy | selectable operations over the same data |
| template | an object imposes a structure but takes pluggable components |
| visitor | invoke a callback for all items of a collection |
Design for Testability Patterns:
| Pattern | Description |
|---|---|
| dependency_injection | 3 variants of dependency injection |
Fundamental Patterns:
| Pattern | Description |
|---|---|
| delegation_pattern | an object handles a request by delegating to a second object (the delegate) |
Others:
| Pattern | Description |
|---|---|
| blackboard | architectural model, assemble different sub-system knowledge to build a solution, AI approach - non gang of four pattern |
| graph_search | graphing algorithms - non gang of four pattern |
| hsm | hierarchical state machine - non gang of four pattern |
Videos
Design Patterns in Python by Peter Ullrich
Sebastian Buczyński - Why you don't need design patterns in Python?
Pluggable Libs Through Design Patterns
Contributing
When an implementation is added or modified, please review the following guidelines:
Docstrings
Add module level description in form of a docstring with links to corresponding references or other useful information.
Add "Examples in Python ecosystem" section if you know some. It shows how patterns could be applied to real-world problems.
facade.py has a good example of detailed description, but sometimes the shorter one as in template.py would suffice.
Python 2 compatibility
To see Python 2 compatible versions of some patterns please check-out the legacy tag.
Update README
When everything else is done - update corresponding part of README.
Travis CI
Please run the following before submitting a patch
black .This lints your code.
Then either:
toxortox -e ci37This runs unit tests. see tox.ini for further details.- If you have a bash compatible shell use
./lint.shThis script will lint and test your code. This script mirrors the CI pipeline actions.
You can also run flake8 or pytest commands manually. Examples can be found in tox.ini.
Contributing via issue triage 
You can triage issues and pull requests which may include reproducing bug reports or asking for vital information, such as version numbers or reproduction instructions. If you would like to start triaging issues, one easy way to get started is to subscribe to python-patterns on CodeTriage.
AI codebase assistance
The folks at Mutable.ai have built an AI assistant that is codebase-aware. Give it a try
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Resourceswhich are currently available to browse on.
mail [email protected] to add your project or resources here 🔥.
- 1dataclasses — Data Classes
https://docs.python.org/3/library/dataclasses.htmlSource code: Lib/dataclasses.py This module provides a decorator and functions for automatically adding generated special methods such as__init__() and__repr__() to user-defined classes. It was ori... - 2curses — Terminal handling for character-cell displays
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https://pypi.org/project/cssutils/A CSS Cascading Style Sheets library for Python - 4selenium
https://pypi.org/project/selenium/Official Python bindings for Selenium WebDriver - 5Coroutine-based concurrency library for Python
https://github.com/gevent/geventCoroutine-based concurrency library for Python. Contribute to gevent/gevent development by creating an account on GitHub. - 6Django Channels HTTP/WebSocket server
https://github.com/django/daphneDjango Channels HTTP/WebSocket server. Contribute to django/daphne development by creating an account on GitHub. - 7Command Line Interface Formulation Framework. Mirror of code maintained at opendev.org.
https://github.com/openstack/cliffCommand Line Interface Formulation Framework. Mirror of code maintained at opendev.org. - openstack/cliff - 8Because sometimes you need to do it live
https://github.com/sloria/doitliveBecause sometimes you need to do it live. Contribute to sloria/doitlive development by creating an account on GitHub. - 9Python dictionaries with advanced dot notation access
https://github.com/cdgriffith/BoxPython dictionaries with advanced dot notation access - cdgriffith/Box - 10Simple cross-platform colored terminal text in Python
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https://www.openstack.org/OpenStack is an open source cloud computing infrastructure software project and is one of the three most active open source projects in the world. - 14multiprocessing — Process-based parallelism
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https://github.com/pgjones/hypercornHypercorn is an ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn. - pgjones/hypercorn - 16Automatic caching and invalidation for Django models through the ORM.
https://github.com/django-cache-machine/django-cache-machineAutomatic caching and invalidation for Django models through the ORM. - django-cache-machine/django-cache-machine - 17A jazzy skin for the Django Admin-Interface (official repository).
https://github.com/sehmaschine/django-grappelliA jazzy skin for the Django Admin-Interface (official repository). - sehmaschine/django-grappelli - 18A Python wrapper for the tesseract-ocr API
https://github.com/sirfz/tesserocrA Python wrapper for the tesseract-ocr API. Contribute to sirfz/tesserocr development by creating an account on GitHub. - 19Library and command-line utility for rendering projects templates.
https://github.com/copier-org/copierLibrary and command-line utility for rendering projects templates. - copier-org/copier - 20Scrapy, a fast high-level web crawling & scraping framework for Python.
https://github.com/scrapy/scrapyScrapy, a fast high-level web crawling & scraping framework for Python. - scrapy/scrapy - 21Python - Visual Studio Marketplace
https://marketplace.visualstudio.com/items?itemName=ms-python.pythonExtension for Visual Studio Code - Python language support with extension access points for IntelliSense (Pylance), Debugging (Python Debugger), linting, formatting, refactoring, unit tests, and more. - 22coverage
https://pypi.org/project/coverage/Code coverage measurement for Python - 23Integrated set of Django applications addressing authentication, registration, account management as well as 3rd party (social) account authentication.
https://github.com/pennersr/django-allauthIntegrated set of Django applications addressing authentication, registration, account management as well as 3rd party (social) account authentication. - pennersr/django-allauth - 24doublex
https://pypi.org/project/doublex/Python test doubles - 25configparser — Configuration file parser
https://docs.python.org/3/library/configparser.htmlSource code: Lib/configparser.py This module provides the ConfigParser class which implements a basic configuration language which provides a structure similar to what’s found in Microsoft Windows ... - 26WSGI middleware for sessions and caching
https://github.com/bbangert/beakerWSGI middleware for sessions and caching. Contribute to bbangert/beaker development by creating an account on GitHub. - 27A simple but flexible plugin system for Python.
https://github.com/mitsuhiko/pluginbaseA simple but flexible plugin system for Python. Contribute to mitsuhiko/pluginbase development by creating an account on GitHub. - 28eyeD3 is a Python module and command line program for processing ID3 tags. Information about mp3 files (i.e bit rate, sample frequency, play time, etc.) is also provided. The formats supported are ID3v1 (1.0/1.1) and ID3v2 (2.3/2.4).
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https://www.panda3d.org/Panda3D is an open-source, cross-platform, completely free-to-use engine for realtime 3D games, visualizations, simulations, experiments — you name it! Its rich feature set readily tailors to your specific workflow and development needs. - 31mimetypes — Map filenames to MIME types
https://docs.python.org/3/library/mimetypes.htmlSource code: Lib/mimetypes.py The mimetypes module converts between a filename or URL and the MIME type associated with the filename extension. Conversions are provided from filename to MIME type a... - 32music library manager and MusicBrainz tagger
https://github.com/beetbox/beetsmusic library manager and MusicBrainz tagger. Contribute to beetbox/beets development by creating an account on GitHub. - 33Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com.
https://github.com/ansible/ansibleAnsible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to clo... - 34Python CLI utility and library for manipulating SQLite databases
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https://github.com/jpadilla/pyjwtJSON Web Token implementation in Python. Contribute to jpadilla/pyjwt development by creating an account on GitHub. - 37Python Classes Without Boilerplate
https://github.com/python-attrs/attrsPython Classes Without Boilerplate. Contribute to python-attrs/attrs development by creating an account on GitHub. - 38Basic Utilities for PyTorch Natural Language Processing (NLP)
https://github.com/PetrochukM/PyTorch-NLPBasic Utilities for PyTorch Natural Language Processing (NLP) - PetrochukM/PyTorch-NLP - 39A Python library that generates static type annotations by collecting runtime types
https://github.com/Instagram/MonkeyTypeA Python library that generates static type annotations by collecting runtime types - Instagram/MonkeyType - 40Collection of awesome Python types, stubs, plugins, and tools to work with them.
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https://github.com/streamlit/streamlitStreamlit — A faster way to build and share data apps. - streamlit/streamlit - 42Project Jupyter
https://jupyter.orgThe Jupyter Notebook is a web-based interactive computing platform. The notebook combines live code, equations, narrative text, visualizations, interactive dashboards and other media. - 43Python library that provides a method of accessing lists and dicts with a dotted path notation.
https://github.com/carlosescri/DottedDictPython library that provides a method of accessing lists and dicts with a dotted path notation. - carlosescri/DottedDict - 44Postgres CLI with autocompletion and syntax highlighting
https://github.com/dbcli/pgcliPostgres CLI with autocompletion and syntax highlighting - dbcli/pgcli - 45MySQL for Python
https://sourceforge.net/projects/mysql-python/Download MySQL for Python for free. MySQL database connector for Python programming. MySQLdb is a Python DB API-2.0-compliant interface; see PEP-249 for details. - 46Real-time monitor and web admin for Celery distributed task queue
https://github.com/mher/flowerReal-time monitor and web admin for Celery distributed task queue - mher/flower - 47Concurrent networking library for Python
https://github.com/eventlet/eventletConcurrent networking library for Python. Contribute to eventlet/eventlet development by creating an account on GitHub. - 48Python Sorted Container Types: Sorted List, Sorted Dict, and Sorted Set
https://github.com/grantjenks/python-sortedcontainersPython Sorted Container Types: Sorted List, Sorted Dict, and Sorted Set - grantjenks/python-sortedcontainers - 49🖥️ Session manager for tmux, build on libtmux.
https://github.com/tmux-python/tmuxp🖥️ Session manager for tmux, build on libtmux. Contribute to tmux-python/tmuxp development by creating an account on GitHub. - 50Application Framework for Python
https://github.com/datafolklabs/cementApplication Framework for Python. Contribute to datafolklabs/cement development by creating an account on GitHub. - 51Python disk-backed cache (Django-compatible). Faster than Redis and Memcached. Pure-Python.
https://github.com/grantjenks/python-diskcachePython disk-backed cache (Django-compatible). Faster than Redis and Memcached. Pure-Python. - grantjenks/python-diskcache - 52Library for building powerful interactive command line applications in Python
https://github.com/prompt-toolkit/python-prompt-toolkitLibrary for building powerful interactive command line applications in Python - prompt-toolkit/python-prompt-toolkit - 53It's not just a linter that annoys you!
https://github.com/pylint-dev/pylintIt's not just a linter that annoys you! Contribute to pylint-dev/pylint development by creating an account on GitHub. - 54logging — Logging facility for Python
https://docs.python.org/3/library/logging.htmlSource code: Lib/logging/__init__.py Important: This page contains the API reference information. For tutorial information and discussion of more advanced topics, see Basic Tutorial, Advanced Tutor... - 55pathlib — Object-oriented filesystem paths
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https://docs.python.org/3/library/subprocess.htmlSource code: Lib/subprocess.py The subprocess module allows you to spawn new processes, connect to their input/output/error pipes, and obtain their return codes. This module intends to replace seve... - 57unittest — Unit testing framework
https://docs.python.org/3/library/unittest.htmlSource code: Lib/unittest/__init__.py(If you are already familiar with the basic concepts of testing, you might want to skip to the list of assert methods.) The unittest unit testing framework was ... - 58Python 3+ compatible port of the configobj library
https://github.com/DiffSK/configobjPython 3+ compatible port of the configobj library - DiffSK/configobj - 59CLI for SQLite Databases with auto-completion and syntax highlighting
https://github.com/dbcli/litecliCLI for SQLite Databases with auto-completion and syntax highlighting - dbcli/litecli - 60A library for audio and music analysis, feature extraction.
https://github.com/libAudioFlux/audioFluxA library for audio and music analysis, feature extraction. - libAudioFlux/audioFlux - 61Dead simple CLI tool to try Python packages - It's never been easier!
https://github.com/timofurrer/tryDead simple CLI tool to try Python packages - It's never been easier! :package: - GitHub - timofurrer/try: Dead simple CLI tool to try Python packages - It's never been easier! - 62Pretty good call graphs for dynamic languages
https://github.com/scottrogowski/code2flowPretty good call graphs for dynamic languages. Contribute to scottrogowski/code2flow development by creating an account on GitHub. - 63A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII art animations
https://github.com/peterbrittain/asciimaticsA cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII art animations - peterbrittain/asciimatics - 64Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
https://github.com/tyiannak/pyAudioAnalysisPython Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications - tyiannak/pyAudioAnalysis - 65Multilingual text (NLP) processing toolkit
https://github.com/aboSamoor/polyglotMultilingual text (NLP) processing toolkit . Contribute to aboSamoor/polyglot development by creating an account on GitHub. - 66PathPicker accepts a wide range of input -- output from git commands, grep results, searches -- pretty much anything. After parsing the input, PathPicker presents you with a nice UI to select which files you're interested in. After that you can open them in your favorite editor or execute arbitrary commands.
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https://kivy.org/Open source Python framework for rapid development of applications that make use of innovative user interfaces, such as multi-touch apps. - 68Python library for audio and music analysis
https://github.com/librosa/librosaPython library for audio and music analysis. Contribute to librosa/librosa development by creating an account on GitHub. - 69Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.
https://github.com/pudo/datasetEasy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions. - pudo/dataset - 70A Python wrapper around the libmemcached interface from TangentOrg.
https://github.com/lericson/pylibmcA Python wrapper around the libmemcached interface from TangentOrg. - GitHub - lericson/pylibmc: A Python wrapper around the libmemcached interface from TangentOrg. - 71Developer-friendly asynchrony for Django
https://github.com/django/channelsDeveloper-friendly asynchrony for Django. Contribute to django/channels development by creating an account on GitHub. - 72Buildout is a deployment automation tool written in and extended with Python
https://github.com/buildout/buildoutBuildout is a deployment automation tool written in and extended with Python - buildout/buildout - 73WebSocket and WAMP in Python for Twisted and asyncio
https://github.com/crossbario/autobahn-pythonWebSocket and WAMP in Python for Twisted and asyncio - crossbario/autobahn-python - 74A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.
https://github.com/dbcli/mycliA Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. - dbcli/mycli - 75A Python library that provides an easy way to identify devices like mobile phones, tablets and their capabilities by parsing (browser) user agent strings.
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https://pypi.org/project/radar/Generate random date(time). - 80Modularity, scalability & security for your business
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https://github.com/pymssql/pymssqlOfficial home for the pymssql source code. Contribute to pymssql/pymssql development by creating an account on GitHub. - 83Ajenti Core and stock plugins
https://github.com/ajenti/ajentiAjenti Core and stock plugins. Contribute to ajenti/ajenti development by creating an account on GitHub. - 84instant coding answers via the command line
https://github.com/gleitz/howdoiinstant coding answers via the command line. Contribute to gleitz/howdoi development by creating an account on GitHub. - 85A PyPI mirror client according to PEP 381 http://www.python.org/dev/peps/pep-0381/
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https://github.com/lorien/grabWeb Scraping Framework. Contribute to lorien/grab development by creating an account on GitHub. - 91Python object-oriented database
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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.
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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.
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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
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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.
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- 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
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does python support functional programming - 65
where to learn python programming for free - 66
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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
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why python is the best programming language - 87
will python be replaced - 88
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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
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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
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when python was created - 106
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how python programming language works - 115
who created python and why - 116
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why python is most popular programming language - 118
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how to do python programming for beginners - 120
is python programming language - 121
who developed python programming language and when - 122
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why python programming is called python - 124
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do python programming online
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