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GitHub - ahupp/python-magic: A python wrapper for libmagicA python wrapper for libmagic. Contribute to ahupp/python-magic development by creating an account on GitHub.
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GitHub - ahupp/python-magic: A python wrapper for libmagic
python-magic
python-magic is a Python interface to the libmagic file type
identification library. libmagic identifies file types by checking
their headers according to a predefined list of file types. This
functionality is exposed to the command line by the Unix command
file
.
Usage
>>> import magic
>>> magic.from_file("testdata/test.pdf")
'PDF document, version 1.2'
# recommend using at least the first 2048 bytes, as less can produce incorrect identification
>>> magic.from_buffer(open("testdata/test.pdf", "rb").read(2048))
'PDF document, version 1.2'
>>> magic.from_file("testdata/test.pdf", mime=True)
'application/pdf'
There is also a Magic
class that provides more direct control,
including overriding the magic database file and turning on character
encoding detection. This is not recommended for general use. In
particular, it's not safe for sharing across multiple threads and
will fail throw if this is attempted.
>>> f = magic.Magic(uncompress=True)
>>> f.from_file('testdata/test.gz')
'ASCII text (gzip compressed data, was "test", last modified: Sat Jun 28
21:32:52 2008, from Unix)'
You can also combine the flag options:
>>> f = magic.Magic(mime=True, uncompress=True)
>>> f.from_file('testdata/test.gz')
'text/plain'
Installation
The current stable version of python-magic is available on PyPI and
can be installed by running pip install python-magic
.
Other sources:
This module is a simple wrapper around the libmagic C library, and that must be installed as well:
Debian/Ubuntu
sudo apt-get install libmagic1
OSX
- When using Homebrew:
brew install libmagic
- When using macports:
port install file
If python-magic fails to load the library it may be in a non-standard location, in which case you can set the environment variable DYLD_LIBRARY_PATH
to point to it.
SmartOS:
- Install libmagic for source https://github.com/threatstack/libmagic/
- Depending on your ./configure --prefix settings set your LD_LIBRARY_PATH to /lib
Troubleshooting
-
'MagicException: could not find any magic files!': some installations of libmagic do not correctly point to their magic database file. Try specifying the path to the file explicitly in the constructor:
magic.Magic(magic_file="path_to_magic_file")
. -
'WindowsError: [Error 193] %1 is not a valid Win32 application': Attempting to run the 32-bit libmagic DLL in a 64-bit build of python will fail with this error. Here are 64-bit builds of libmagic for windows: https://github.com/pidydx/libmagicwin64. Newer version can be found here: https://github.com/nscaife/file-windows.
-
'WindowsError: exception: access violation writing 0x00000000 ' This may indicate you are mixing Windows Python and Cygwin Python. Make sure your libmagic and python builds are consistent.
Bug Reports
python-magic is a thin layer over the libmagic C library. Historically, most bugs that have been reported against python-magic are actually bugs in libmagic; libmagic bugs can be reported on their tracker here: https://bugs.astron.com/my_view_page.php. If you're not sure where the bug lies feel free to file an issue on GitHub and I can triage it.
Running the tests
We use the tox
test runner which can be installed with python -m pip install tox
.
To run tests locally across all available python versions:
python -m tox
Or to run just against a single version:
python -m tox py
To run the tests across a variety of linux distributions (depends on Docker):
./test/run_all_docker_test.sh
libmagic python API compatibility
The python bindings shipped with libmagic use a module name that conflicts with this package. To work around this, python-magic includes a compatibility layer for the libmagic API. See COMPAT.md for a guide to libmagic / python-magic compatibility.
Versioning
Minor version bumps should be backwards compatible. Major bumps are not.
Author
Written by Adam Hupp in 2001 for a project that never got off the ground. It originally used SWIG for the C library bindings, but switched to ctypes once that was part of the python standard library.
You can contact me via my website or GitHub.
License
python-magic is distributed under the MIT license. See the included LICENSE file for details.
I am providing code in the repository to you under an open source license. Because this is my personal repository, the license you receive to my code is from me and not my employer (Facebook).
Resourceswhich are currently available to browse on.
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SCons - a software construction tool. Contribute to SCons/scons development by creating an account on GitHub.
- 112cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding for Python
https://github.com/beetbox/audioread
cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding for Python - beetbox/audioread
- 113Simple tagging for django
https://github.com/jazzband/django-taggit
Simple 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-pipeline
Pipeline 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/wooey
A 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/authlib
The 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-fire
Python 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/kapre
kapre: 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/bitbake
The 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-python
Standards-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-postgres
A 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/bashplotlib
plotting 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/hydra
Hydra is a framework for elegantly configuring complex applications - facebookresearch/hydra
- 127All Algorithms implemented in Python
https://github.com/TheAlgorithms/Python
All 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/TimeSide
scalable audio processing framework and server written in Python - Parisson/TimeSide
- 129The uncompromising Python code formatter
https://github.com/psf/black
The 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/locust
Write 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/uvicorn
An 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/typeshed
Collection 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/HTTPretty
Intercept HTTP requests at the Python socket level. Fakes the whole socket module - gabrielfalcao/HTTPretty
- 135Audio fingerprinting and recognition in Python
https://github.com/worldveil/dejavu
Audio 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/rich
Rich 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/pynacl
Python 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/micropython
MicroPython - 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/pydub
Manipulate audio with a simple and easy high level interface - jiaaro/pydub
- 142Event-driven networking engine written in Python.
https://github.com/twisted/twisted
Event-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-progress
A 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/simpy
GitLab.com
- 147Lightweight, extensible data validation library for Python
https://github.com/pyeve/cerberus
Lightweight, extensible data validation library for Python - pyeve/cerberus
- 148A simple library for implementing common design patterns.
https://github.com/tylerlaberge/PyPattyrn
A simple library for implementing common design patterns. - tylerlaberge/PyPattyrn
- 149Strict separation of config from code.
https://github.com/HBNetwork/python-decouple
Strict 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/feincms
A 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/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration - pytorch/pytorch
- 152Software build automation tool for Python.
https://github.com/pybuilder/pybuilder
Software 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/vulture
Find dead Python code. Contribute to jendrikseipp/vulture development by creating an account on GitHub.
- 155Python module for handling audio metadata
https://github.com/quodlibet/mutagen
Python 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/pytype
A 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/pythonnet
Python 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/tmux
tmux source code. Contribute to tmux/tmux development by creating an account on GitHub.
- 159Ultra fast asyncio event loop.
https://github.com/MagicStack/uvloop
Ultra 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/motor
Motor - 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/s3cmd
Official 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-rules
Awesome 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/EasyOCR
Ready-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-pandas
pandas 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/mypy
Optional 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-ds
No 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-toolkit
OAuth2 goodies for the Djangonauts! Contribute to jazzband/django-oauth-toolkit development by creating an account on GitHub.
- 170Python Stream Processing
https://github.com/robinhood/faust
Python 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/bidict
The 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-asyncio
A 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-flask
A curated list of awesome Flask resources and plugins - humiaozuzu/awesome-flask
- 178Magnificent app which corrects your previous console command.
https://github.com/nvbn/thefuck
Magnificent 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/treq
Python 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/sanic
Accelerate 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/pywin32
Python for Windows (pywin32) Extensions. Contribute to mhammond/pywin32 development by creating an account on GitHub.
- 185MySQL client library for Python
https://github.com/PyMySQL/PyMySQL
MySQL 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-core
Your 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/datasette
An 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-sphinxdoc
A 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/cookiecutter
A 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/trio
Trio – a friendly Python library for async concurrency and I/O - python-trio/trio
- 192Paranoid text spacing in Python
https://github.com/vinta/pangu.py
Paranoid 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/invoke
Pythonic task management & command execution. Contribute to pyinvoke/invoke development by creating an account on GitHub.
- 194Python Tools for Visual Studio
https://github.com/Microsoft/PTVS
Python 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-bridge
Jet 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.com
Software framework for modern multimedia application development.
- 198Python email address and Mime parsing library
https://github.com/mailgun/flanker
Python 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/shiv
shiv 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/mysqlclient
MySQL 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-stream
Generate 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-sqlite
A 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/returns
Make 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/ultrajson
Ultra 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/fastapi
FastAPI framework, high performance, easy to learn, fast to code, ready for production - fastapi/fastapi
- 207A code-completion engine for Vim
https://github.com/Valloric/YouCompleteMe
A 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/colander
A 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/pickledb
pickleDB is an open source key-value store using Python's json module. - patx/pickledb
- 211Python library for processing Chinese text
https://github.com/isnowfy/snownlp
Python 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/implicit
Fast 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/pattern
Web 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-python
pkuseg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/fsociety
fsociety 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/fabric
Simple, 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-restful
Simple 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/keras
Deep Learning for humans. Contribute to keras-team/keras development by creating an account on GitHub.
- 220Redis Python client
https://github.com/redis/redis-py
Redis 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/luigi
Luigi 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/akshare
AKShare 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/pytesseract
A 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/PynamoDB
A 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-cacheops
A 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-vim
Using 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/pydantic
Data 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/lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm. - lyst/lightfm
- 230bpython - A fancy curses interface to the Python interactive interpreter
https://github.com/bpython/bpython
bpython - A fancy curses interface to the Python interactive interpreter - bpython/bpython
- 231Python Data Structures for Humans™.
https://github.com/schematics/schematics
Python 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/itsdangerous
Safely pass trusted data to untrusted environments and back. - pallets/itsdangerous
- 233PYthon svg GrAph plotting Library
https://github.com/Kozea/pygal
PYthon 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/cython
The 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/dask
Parallel 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/matplotlib
matplotlib: 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/pyglet
pyglet 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-mode
Vim 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/stanza
Stanford 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/sqlmap
Automatic SQL injection and database takeover tool - sqlmapproject/sqlmap
- 243PyMongo - the Official MongoDB Python driver
https://github.com/mongodb/mongo-python-driver
PyMongo - 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-magic
A 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/toga
A 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/toapi
Every 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/poetry
Python packaging and dependency management made easy - python-poetry/poetry
- 250Sixpack is a language-agnostic a/b-testing framework
https://github.com/seatgeek/sixpack
Sixpack is a language-agnostic a/b-testing framework - sixpack/sixpack
- 251Object-oriented file system path manipulation
https://github.com/jaraco/path.py
Object-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/devpi
Python PyPi staging server and packaging, testing, release tool - devpi/devpi
- 253An implementation of the JSON Schema specification for Python
https://github.com/python-jsonschema/jsonschema
An 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/annoy
Approximate 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/ironpython3
Implementation 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-python
zerorpc 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/pyinstaller
Freeze (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/prospector
Inspects 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-Markdown
A 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/scapy
Scapy: the Python-based interactive packet manipulation program & library. - secdev/scapy
- 261NumPy aware dynamic Python compiler using LLVM
https://github.com/numba/numba
NumPy 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/pudb
Full-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-toolkit
The 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/py2exe
Create standalone Windows programs from Python code - py2exe/py2exe
- 266Magenta: Music and Art Generation with Machine Intelligence
https://github.com/magenta/magenta
Magenta: 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-nextgen
Validated, 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_mommy
No longer maintained, please migrate to model_bakery - berinhard/model_mommy
- 269Topic Modelling for Humans
https://github.com/RaRe-Technologies/gensim
Topic 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/xlwings
xlwings 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/yapf
A formatter for Python files. Contribute to google/yapf development by creating an account on GitHub.
- 273Simple, elegant, Pythonic functional programming.
https://github.com/evhub/coconut
Simple, elegant, Pythonic functional programming. Contribute to evhub/coconut development by creating an account on GitHub.
- 274The POX network software platform
https://github.com/noxrepo/pox
The 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/flexx
Write 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/py2app
py2app 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-redis
Rich 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/transitions
A lightweight, object-oriented finite state machine implementation in Python with many extensions - pytransitions/transitions
- 279A Python Mail Server
https://github.com/moggers87/salmon
A Python Mail Server. Contribute to moggers87/salmon development by creating an account on GitHub.
- 280Python client for Apache Kafka
https://github.com/dpkp/kafka-python
Python 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/SpiffWorkflow
A powerful workflow engine implemented in pure Python - sartography/SpiffWorkflow
- 282Supercharge your API testing, catch bugs, and ensure compliance
https://github.com/kiwicom/schemathesis
Supercharge your API testing, catch bugs, and ensure compliance - schemathesis/schemathesis
- 283The Web framework for perfectionists with deadlines.
https://github.com/django/django
The 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/schedule
Python job scheduling for humans. Contribute to dbader/schedule development by creating an account on GitHub.
- 286Visual profiler for Python
https://github.com/nvdv/vprof
Visual profiler for Python. Contribute to nvdv/vprof development by creating an account on GitHub.
- 287An async ORM. 🗃
https://github.com/encode/orm
An async ORM. 🗃. Contribute to encode/orm development by creating an account on GitHub.
- 288Mail hosting made simple
https://github.com/modoboa/modoboa
Mail 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/tinytag
Python 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/sandman2
Automatically 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/Surprise
A 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/sympy
A 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-wordpress
WordPress 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-admin
Simple and extensible administrative interface framework for Flask - pallets-eco/flask-admin
- 297Virtual Python Environment builder
https://github.com/pypa/virtualenv
Virtual 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/flask
The Python micro framework for building web applications. - pallets/flask
- 299API Documentation for Python Projects
https://github.com/mitmproxy/pdoc
API Documentation for Python Projects. Contribute to mitmproxy/pdoc development by creating an account on GitHub.
- 300Python IMAP for Human beings
https://github.com/martinrusev/imbox
Python 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/supervisor
Supervisor process control system for Unix (supervisord) - Supervisor/supervisor
- 302ClickHouse Python Driver with native interface support
https://github.com/mymarilyn/clickhouse-driver
ClickHouse 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/PeachPy
x86-64 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/bcbb
Incubator for useful bioinformatics code, primarily in Python and R - chapmanb/bcbb
- 306A curated list of awesome tools for SQLAlchemy
https://github.com/dahlia/awesome-sqlalchemy
A 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/tinydb
TinyDB 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/spark
Apache 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/tornado
Tornado 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/websockets
Library 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/happybase
A developer-friendly Python library to interact with Apache HBase - python-happybase/happybase
- 313Per object permissions for Django
https://github.com/django-guardian/django-guardian
Per 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/pyelftools
Parsing 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/pyarmor
A 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-qrcode
Python 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-template
Use 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/libffm
A 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/ptpython
A 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/funcy
A 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.py
Subprocesses for Humans 2.0. Contribute to amitt001/delegator.py development by creating an account on GitHub.
- 323Emacs Python Development Environment
https://github.com/jorgenschaefer/elpy
Emacs 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/Quads
Computer 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-debugtoolbar
A 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/karateclub
Karate 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-itertools
More 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/PySimpleGUI
Python 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/prefect
Prefect 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/rpyc
RPyC (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/PyPDF2
A 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/cornice
Build 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/borg
Deduplicating 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/Theano
Theano 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-python
An 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_porpoise
lightweight 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/ipdb
Integration of IPython pdb. Contribute to gotcha/ipdb development by creating an account on GitHub.
- 340Main repository for Vispy
https://github.com/vispy/vispy
Main repository for Vispy. Contribute to vispy/vispy development by creating an account on GitHub.
- 341Python datetimes made easy
https://github.com/sdispater/pendulum
Python datetimes made easy. Contribute to sdispater/pendulum development by creating an account on GitHub.
- 342Web APIs for Django. 🎸
https://github.com/encode/django-rest-framework
Web 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/localshop
local pypi server (custom packages and auto-mirroring of pypi) - mvantellingen/localshop
- 344The Python Package Index
https://github.com/pypa/warehouse
The Python Package Index. Contribute to pypi/warehouse development by creating an account on GitHub.
- 345A functional standard library for Python.
https://github.com/pytoolz/toolz
A 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/gym
A toolkit for developing and comparing reinforcement learning algorithms. - openai/gym
- 347Cartopy - a cartographic python library with matplotlib support
https://github.com/SciTools/cartopy
Cartopy - a cartographic python library with matplotlib support - SciTools/cartopy
- 348a python refactoring library
https://github.com/python-rope/rope
a python refactoring library. Contribute to python-rope/rope development by creating an account on GitHub.
- 349Python process launching
https://github.com/amoffat/sh
Python process launching. Contribute to amoffat/sh development by creating an account on GitHub.
- 350Statistical data visualization in Python
https://github.com/mwaskom/seaborn
Statistical 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/pyqtgraph
Fast data visualization and GUI tools for scientific / engineering applications - pyqtgraph/pyqtgraph
- 352Create Open XML PowerPoint documents in Python
https://github.com/scanny/python-pptx
Create 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/enaml
Declarative 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/nupic
Numenta 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/isort
A 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/streamparse
Run 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/altair
Declarative statistical visualization library for Python - vega/altair
- 358Crontab jobs management in Python
https://github.com/fengsp/plan
Crontab 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-schedule
A 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/mongoengine
A 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/psycopg
New 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/Pillow
Python 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-Framework
Stream 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/thumbor
thumbor is an open-source photo thumbnail service by globo.com - thumbor/thumbor
- 367REST API framework designed for human beings
https://github.com/pyeve/eve
REST 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/xgboost
Scalable, 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-init
Official 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/fake2db
create 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-ftfy
Fixes 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/salt
Software 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/bqplot
Plotting 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/Metrics
Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave - benhamner/Metrics
- 379DataStax Python Driver for Apache Cassandra
https://github.com/datastax/python-driver
DataStax 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-toolbar
A 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-tastypie
Creating delicious APIs for Django apps since 2010. - django-tastypie/django-tastypie
- 382A Grammar of Graphics for Python
https://github.com/has2k1/plotnine
A 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/mindsdb
The 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-jupyter
A curated list of awesome Jupyter projects, libraries and resources - markusschanta/awesome-jupyter
- 385Useful extensions to the standard Python datetime features
https://github.com/dateutil/dateutil
Useful extensions to the standard Python datetime features - dateutil/dateutil
- 386Debugging manhole for python applications.
https://github.com/ionelmc/python-manhole
Debugging 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/werkzeug
The 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/Eel
A little Python library for making simple Electron-like HTML/JS GUI apps - python-eel/Eel
- 389Python flexible slugify function
https://github.com/dimka665/awesome-slugify
Python 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/pymc3
Bayesian 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-tools
A set of tools to keep your pinned Python dependencies fresh. - jazzband/pip-tools
- 392Browsable web APIs for Flask.
https://github.com/flask-api/flask-api
Browsable 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-python
The 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/gunnery
Remote 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/statsmodels
Statsmodels: 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/pyinfra
pyinfra 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/bokeh
Interactive Data Visualization in the browser, from Python - bokeh/bokeh
- 398Send email in Python conveniently for gmail using yagmail
https://github.com/kootenpv/yagmail
Send email in Python conveniently for gmail using yagmail - kootenpv/yagmail
- 399A fast Python in-process signal/event dispatching system.
https://github.com/jek/blinker
A fast Python in-process signal/event dispatching system. - pallets-eco/blinker
- 400🐍 The official Python client library for Google's discovery based APIs.
https://github.com/google/google-api-python-client
🐍 The official Python client library for Google's discovery based APIs. - googleapis/google-api-python-client
- 401📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.
https://github.com/orsinium/textdistance
📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage. - life4/textdistance
Queriesor most google FAQ's about Python.
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
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how is python different from other programming languages
- 58
is python named after monty python
- 59
is python the easiest programming language
- 60
is python programming in demand
- 61
why was python developed
- 62
will python die
- 63
why was python programming language created
- 64
does python support functional programming
- 65
where to learn python programming for free
- 66
where to program python
- 67
what are the functions of python programming
- 68
who is the father of python programming language
- 69
is python a programming software
- 70
why you should learn python programming
- 71
what is python as a programming language
- 72
who coded python
- 73
what is socket programming python
- 74
have python point to python3
- 75
can i do competitive programming in python
- 76
how did python programming get its name
- 77
who owns python programming language
- 78
is python programming language or scripting language
- 79
who developed python and when
- 80
what should be considered when using operators in python programming
- 81
why python is important
- 82
what should be used to terminate statements in python programming
- 83
how to make a programming language in python
- 84
where to practice python programming
- 85
how to practice python programming
- 86
why python is the best programming language
- 87
will python be replaced
- 88
who wrote python programming language
- 89
why is python good for beginners
- 90
why python programming is necessary
- 91
does python have object oriented programming
- 92
how long does it take to master python programming
- 93
how to do python programming in computer
- 94
does python support object oriented programming
- 95
what is functional programming in python
- 96
what jobs can you get with python programming
- 97
was python written in c
- 98
what are the features of python programming language
- 99
how would you describe object-oriented programming in python
- 100
who create python programming language
- 101
which app is used for python programming
- 102
who uses python programming language
- 103
what are the applications of python programming
- 104
what can python programming be used for
- 105
when python was created
- 106
who can learn python programming
- 107
where python programming is used
- 108
why was python invented
- 109
should you learn python
- 110
why should we learn python programming
- 111
why python is famous
- 112
will python become obsolete
- 113
what does python programming do
- 114
how python programming language works
- 115
who created python and why
- 116
which software is used for python programming
- 117
why python is most popular programming language
- 118
why python is popular programming language
- 119
how to do python programming for beginners
- 120
is python programming language
- 121
who developed python programming language and when
- 122
what python programming is used for
- 123
why python programming is called python
- 124
how is a function written in python programming language
- 125
is python programming free
- 126
what is object oriented programming in python
- 127
which software is best for python programming
- 128
how does python compare to other programming languages
- 129
what are the advantages of python programming language
- 130
what jobs can i get with python programming
- 131
who is the father of python
- 132
what does python programming mean
- 133
who uses python programming
- 134
what is gui programming in python
- 135
how to programming in python
- 136
is python necessary
- 137
do python programming online
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