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for different kinds of informations and explorations.

GitHub - zopefoundation/ZODB: Python object-oriented database

Python object-oriented database. Contribute to zopefoundation/ZODB development by creating an account on GitHub.

GitHub - zopefoundation/ZODB: Python object-oriented database

GitHub - zopefoundation/ZODB: Python object-oriented database

Python object-oriented database. Contribute to zopefoundation/ZODB development by creating an account on GitHub.

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======================================= ZODB, a Python object-oriented database

.. image:: https://img.shields.io/pypi/v/ZODB.svg :target: https://pypi.org/project/ZODB/ :alt: Latest release

.. image:: https://img.shields.io/pypi/pyversions/ZODB.svg :target: https://pypi.org/project/ZODB/ :alt: Supported Python versions

.. image:: https://github.com/zopefoundation/ZODB/actions/workflows/tests.yml/badge.svg :target: https://github.com/zopefoundation/ZODB/actions/workflows/tests.yml :alt: Build status

.. image:: https://coveralls.io/repos/github/zopefoundation/ZODB/badge.svg :target: https://coveralls.io/github/zopefoundation/ZODB :alt: Coverage status

.. image:: https://readthedocs.org/projects/zodb-docs/badge/?version=latest :target: https://zodb-docs.readthedocs.io/en/latest/ :alt: Documentation status

ZODB provides an object-oriented database for Python that provides a high-degree of transparency. ZODB runs on Python 3.7 and above. It also runs on PyPy.

no separate language for database operations
very little impact on your code to make objects persistent
no database mapper that partially hides the database.

Using an object-relational mapping is not like using an object-oriented database.
almost no seam between code and database.

ZODB is an ACID Transactional database.

To learn more, visit: https://zodb-docs.readthedocs.io

The github repository is at https://github.com/zopefoundation/zodb

If you're interested in contributing to ZODB itself, see the developer notes <https://github.com/zopefoundation/ZODB/blob/master/DEVELOPERS.rst>_.

Python Resources

are all listed below.

dataclasses — Data Classes

~/docs.python.org

curses — Terminal handling for character-cell displays

~/docs.python.org

GitHub - gevent/gevent: Coroutine-based concurrency library for Python

GitHub - django/daphne: Django Channels HTTP/WebSocket server

GitHub - openstack/cliff: Command Line Interface Formulation Framework. Mirror of code maintained at opendev.org.

GitHub - sloria/doitlive: Because sometimes you need to do it live

GitHub - cdgriffith/Box: Python dictionaries with advanced dot notation access

GitHub - tartley/colorama: Simple cross-platform colored terminal text in Python

asyncio — Asynchronous I/O

~/docs.python.org

difflib — Helpers for computing deltas

~/docs.python.org

Open Source Cloud Computing Infrastructure - OpenStack

~/www.openstack.org

multiprocessing — Process-based parallelism

~/docs.python.org

GitHub - pgjones/hypercorn: Hypercorn is an ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn.

GitHub - django-cache-machine/django-cache-machine: Automatic caching and invalidation for Django models through the ORM.

GitHub - sehmaschine/django-grappelli: A jazzy skin for the Django Admin-Interface (official repository).

GitHub - sirfz/tesserocr: A Python wrapper for the tesseract-ocr API

GitHub - copier-org/copier: Library and command-line utility for rendering projects templates.

GitHub - scrapy/scrapy: Scrapy, a fast high-level web crawling & scraping framework for Python.

Python - Visual Studio Marketplace

~/marketplace.visualstudio.com

GitHub - pennersr/django-allauth: Integrated set of Django applications addressing authentication, registration, account management as well as 3rd party (social) account authentication.

configparser — Configuration file parser

~/docs.python.org

GitHub - bbangert/beaker: WSGI middleware for sessions and caching

GitHub - mitsuhiko/pluginbase: A simple but flexible plugin system for Python.

GitHub - nicfit/eyeD3: eyeD3 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).

GitHub - sqlalchemy/dogpile.cache: dogpile.cache is a Python caching API which provides a generic interface to caching backends of any variety

Panda3D | Open Source Framework for 3D Rendering & Games

~/www.panda3d.org

mimetypes — Map filenames to MIME types

~/docs.python.org

GitHub - beetbox/beets: music library manager and MusicBrainz tagger

GitHub - ansible/ansible: Ansible 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.

GitHub - simonw/sqlite-utils: Python CLI utility and library for manipulating SQLite databases

GitHub - miracle2k/webassets: Asset management for Python web development.

GitHub - jpadilla/pyjwt: JSON Web Token implementation in Python

GitHub - python-attrs/attrs: Python Classes Without Boilerplate

GitHub - PetrochukM/PyTorch-NLP: Basic Utilities for PyTorch Natural Language Processing (NLP)

GitHub - Instagram/MonkeyType: A Python library that generates static type annotations by collecting runtime types

GitHub - typeddjango/awesome-python-typing: Collection of awesome Python types, stubs, plugins, and tools to work with them.

GitHub - streamlit/streamlit: Streamlit — A faster way to build and share data apps.

Project Jupyter

GitHub - carlosescri/DottedDict: Python library that provides a method of accessing lists and dicts with a dotted path notation.

GitHub - dbcli/pgcli: Postgres CLI with autocompletion and syntax highlighting

MySQL for Python

~/sourceforge.net

GitHub - mher/flower: Real-time monitor and web admin for Celery distributed task queue

GitHub - eventlet/eventlet: Concurrent networking library for Python

GitHub - grantjenks/python-sortedcontainers: Python Sorted Container Types: Sorted List, Sorted Dict, and Sorted Set

GitHub - tmux-python/tmuxp: 🖥️ Session manager for tmux, build on libtmux.

GitHub - datafolklabs/cement: Application Framework for Python

GitHub - grantjenks/python-diskcache: Python disk-backed cache (Django-compatible). Faster than Redis and Memcached. Pure-Python.

GitHub - prompt-toolkit/python-prompt-toolkit: Library for building powerful interactive command line applications in Python

GitHub - pylint-dev/pylint: It's not just a linter that annoys you!

logging — Logging facility for Python

~/docs.python.org

pathlib — Object-oriented filesystem paths

~/docs.python.org

subprocess — Subprocess management

~/docs.python.org

unittest — Unit testing framework

~/docs.python.org

GitHub - DiffSK/configobj: Python 3+ compatible port of the configobj library

GitHub - dbcli/litecli: CLI for SQLite Databases with auto-completion and syntax highlighting

GitHub - libAudioFlux/audioFlux: A library for audio and music analysis, feature extraction.

GitHub - timofurrer/try: Dead simple CLI tool to try Python packages - It's never been easier!

GitHub - scottrogowski/code2flow: Pretty good call graphs for dynamic languages

GitHub - peterbrittain/asciimatics: A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII art animations

GitHub - tyiannak/pyAudioAnalysis: Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

GitHub - aboSamoor/polyglot: Multilingual text (NLP) processing toolkit

GitHub - facebook/PathPicker: PathPicker 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.

Kivy: Cross-platform Python Framework for NUI

GitHub - librosa/librosa: Python library for audio and music analysis

GitHub - pudo/dataset: Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.

GitHub - lericson/pylibmc: A Python wrapper around the libmemcached interface from TangentOrg.

GitHub - django/channels: Developer-friendly asynchrony for Django

GitHub - buildout/buildout: Buildout is a deployment automation tool written in and extended with Python

GitHub - crossbario/autobahn-python: WebSocket and WAMP in Python for Twisted and asyncio

GitHub - dbcli/mycli: A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.

GitHub - selwin/python-user-agents: A Python library that provides an easy way to identify devices like mobile phones, tablets and their capabilities by parsing (browser) user agent strings.

GitHub - gorakhargosh/watchdog: Python library and shell utilities to monitor filesystem events.

GitHub - wagtail/wagtail: A Django content management system focused on flexibility and user experience

GitHub - oauthlib/oauthlib: A generic, spec-compliant, thorough implementation of the OAuth request-signing logic

Modularity, scalability & security for your business

~/www.tryton.org

unittest.mock — mock object library

~/docs.python.org

GitHub - pymssql/pymssql: Official home for the pymssql source code.

GitHub - ajenti/ajenti: Ajenti Core and stock plugins

GitHub - gleitz/howdoi: instant coding answers via the command line

GitHub - pypa/bandersnatch: A PyPI mirror client according to PEP 381 http://www.python.org/dev/peps/pep-0381/

GitHub - indico/indico: Indico - A feature-rich event management system, made @ CERN, the place where the Web was born.

concurrent.futures — Launching parallel tasks

~/docs.python.org

GitHub - lorien/grab: Web Scraping Framework

GitHub - zopefoundation/ZODB: Python object-oriented database

GitHub - python/cpython: The Python programming language

GitHub - keon/algorithms: Minimal examples of data structures and algorithms in Python

GeoDjango | Django documentation

~/docs.djangoproject.com

GitHub - PyCQA/flake8: flake8 is a python tool that glues together pycodestyle, pyflakes, mccabe, and third-party plugins to check the style and quality of some python code.

datetime — Basic date and time types

~/docs.python.org

sqlite3 — DB-API 2.0 interface for SQLite databases

~/docs.python.org

GitHub - sebastien/cuisine: Chef-like functionality for Fabric

GitHub - jmcnamara/XlsxWriter: A Python module for creating Excel XLSX files.

GitHub - ibayer/fastFM: fastFM: A Library for Factorization Machines

GitHub - sergree/matchering: 🎚️ Open Source Audio Matching and Mastering

GitHub - pyca/cryptography: cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.

GitHub - gawel/pyquery: A jquery-like library for python

GitHub - paramiko/paramiko: The leading native Python SSHv2 protocol library.

GitHub - laixintao/iredis: Interactive Redis: A Terminal Client for Redis with AutoCompletion and Syntax Highlighting.

PyPy / pypy · GitLab

~/foss.heptapod.net

GitHub - facebook/pyre-check: Performant type-checking for python.

GitHub - faif/python-patterns: A collection of design patterns/idioms in Python

GitHub - dylanaraps/pywal: 🎨 Generate and change color-schemes on the fly.

GitHub - SCons/scons: SCons - a software construction tool

GitHub - beetbox/audioread: cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding for Python

GitHub - jazzband/django-taggit: Simple tagging for django

GitHub - jazzband/django-pipeline: Pipeline is an asset packaging library for Django.

GitHub - wooey/Wooey: A Django app that creates automatic web UIs for Python scripts.

GitHub - lepture/authlib: The ultimate Python library in building OAuth, OpenID Connect clients and servers. JWS,JWE,JWK,JWA,JWT included.

GitHub - google/python-fire: Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

GitHub - keunwoochoi/kapre: kapre: Keras Audio Preprocessors

GitHub - openembedded/bitbake: The official bitbake Git is at https://git.openembedded.org/bitbake/. Do not open issues or file pull requests here.

~/kafka.apache.org

PyCharm: the Python IDE for data science and web development

~/www.jetbrains.com

GitHub - WhyNotHugo/python-barcode: ㊙️ Create standard barcodes with Python. No external dependencies. 100% Organic Python.

GitHub - html5lib/html5lib-python: Standards-compliant library for parsing and serializing HTML documents and fragments in Python

GitHub - dhamaniasad/awesome-postgres: A curated list of awesome PostgreSQL software, libraries, tools and resources, inspired by awesome-mysql

GitHub - glamp/bashplotlib: plotting in the terminal

GitHub - facebookresearch/hydra: Hydra is a framework for elegantly configuring complex applications

GitHub - TheAlgorithms/Python: All Algorithms implemented in Python

GitHub - Parisson/TimeSide: scalable audio processing framework and server written in Python

GitHub - psf/black: The uncompromising Python code formatter

GitHub - pallets/click: Python composable command line interface toolkit

GitHub - locustio/locust: Write scalable load tests in plain Python 🚗💨

GitHub - encode/uvicorn: An ASGI web server, for Python. 🦄

GitHub - python/typeshed: Collection of library stubs for Python, with static types

GitHub - gabrielfalcao/HTTPretty: Intercept HTTP requests at the Python socket level. Fakes the whole socket module

GitHub - worldveil/dejavu: Audio fingerprinting and recognition in Python

GitHub - Textualize/rich: Rich is a Python library for rich text and beautiful formatting in the terminal.

Bowler · Safe code refactoring for modern Python

GitHub - hi-primus/optimus: :truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark

GitHub - pyca/pynacl: Python binding to the Networking and Cryptography (NaCl) library

GitHub - micropython/micropython: MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems

GitHub - jiaaro/pydub: Manipulate audio with a simple and easy high level interface

GitHub - twisted/twisted: Event-driven networking engine written in Python.

Qt | Tools for Each Stage of Software Development Lifecycle

spaCy · Industrial-strength Natural Language Processing in Python

GitHub - rsalmei/alive-progress: A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!

team-simpy / simpy · GitLab

GitHub - pyeve/cerberus: Lightweight, extensible data validation library for Python

GitHub - tylerlaberge/PyPattyrn: A simple library for implementing common design patterns.

GitHub - HBNetwork/python-decouple: Strict separation of config from code.

GitHub - feincms/feincms: A Django-based CMS with a focus on extensibility and concise code

GitHub - pytorch/pytorch: Tensors and Dynamic neural networks in Python with strong GPU acceleration

GitHub - pybuilder/pybuilder: Software build automation tool for Python.

GitHub - kornia/kornia: Geometric Computer Vision Library for Spatial AI

GitHub - jendrikseipp/vulture: Find dead Python code

GitHub - quodlibet/mutagen: Python module for handling audio metadata

GitHub - google/pytype: A static type analyzer for Python code

GitHub - 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 developers.

GitHub - tmux/tmux: tmux source code

GitHub - MagicStack/uvloop: Ultra fast asyncio event loop.

GitHub - mongodb/motor: Motor - the async Python driver for MongoDB and Tornado or asyncio

GitHub - s3tools/s3cmd: Official s3cmd repo -- Command line tool for managing S3 compatible storage services (including Amazon S3 and CloudFront).

GitHub - dfunckt/django-rules: Awesome Django authorization, without the database

GitHub - JaidedAI/EasyOCR: Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

GitHub - 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 (Parquet, CSV, JSON and EXCEL).

GitHub - python/mypy: Optional static typing for Python

GitHub - mpdavis/python-jose: A JOSE implementation in Python

GitHub - 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.

GitHub - prabhupant/python-ds: No non-sense and no BS repo for how data structure code should be in Python - simple and elegant.

GitHub - jazzband/django-oauth-toolkit: OAuth2 goodies for the Djangonauts!

GitHub - robinhood/faust: Python Stream Processing

Apache Libcloud is a standard Python library that abstracts away differences among multiple cloud provider APIs

~/libcloud.apache.org

GitHub - fxsjy/jieba: 结巴中文分词

GitHub - jab/bidict: The bidirectional mapping library for Python.

GitHub - timofurrer/awesome-asyncio: A curated list of awesome Python asyncio frameworks, libraries, software and resources

GitHub - httpie/cli: 🥧 HTTPie CLI — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more.

GitHub - DmytroLitvinov/awesome-flake8-extensions: :octocat: A curated awesome list of flake8 extensions. Feel free to contribute! :mortar_board:

GitHub - humiaozuzu/awesome-flask: A curated list of awesome Flask resources and plugins

GitHub - nvbn/thefuck: Magnificent app which corrects your previous console command.

GitHub - twisted/treq: Python requests like API built on top of Twisted's HTTP client.

GitHub - mingrammer/diagrams: :art: Diagram as Code for prototyping cloud system architectures

~/www.sqlalchemy.org

GitHub - sanic-org/sanic: Accelerate your web app development | Build fast. Run fast.

~/www.structlog.org

GitHub - mhammond/pywin32: Python for Windows (pywin32) Extensions

GitHub - PyMySQL/PyMySQL: MySQL client library for Python

GitHub - platformio/platformio-core: Your Gateway to Embedded Software Development Excellence :alien:

Build software better, together

GitHub - simonw/datasette: An open source multi-tool for exploring and publishing data

GitHub - yoloseem/awesome-sphinxdoc: A curated list of awesome tools for Sphinx Python Documentation Generator

GitHub - cookiecutter/cookiecutter: A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.

GitHub - python-trio/trio: Trio – a friendly Python library for async concurrency and I/O

GitHub - vinta/pangu.py: Paranoid text spacing in Python

GitHub - pyinvoke/invoke: Pythonic task management & command execution.

GitHub - microsoft/PTVS: Python Tools for Visual Studio

GitHub - jet-admin/jet-bridge: Jet Admin – No-code Business App builder

HARFANG® 3D - Real Time Visualization Tools

~/www.harfang3d.com

GitHub - mailgun/flanker: Python email address and Mime parsing library

GitHub - 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.

GitHub - 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.

GitHub - PyMySQL/mysqlclient: MySQL database connector for Python (with Python 3 support)

GitHub - justquick/django-activity-stream: Generate generic activity streams from the actions on your site. Users can follow any actors' activities for personalized streams.

GitHub - planetopendata/awesome-sqlite: A collection of awesome sqlite tools, scripts, books, etc

GitHub - dry-python/returns: Make your functions return something meaningful, typed, and safe!

GitHub - ultrajson/ultrajson: Ultra fast JSON decoder and encoder written in C with Python bindings

GitHub - fastapi/fastapi: FastAPI framework, high performance, easy to learn, fast to code, ready for production

GitHub - ycm-core/YouCompleteMe: A code-completion engine for Vim

Build software better, together

GitHub - Pylons/colander: A serialization/deserialization/validation library for strings, mappings and lists.

GitHub - patx/pickledb: pickleDB is an open source key-value store using Python's json module.

GitHub - isnowfy/snownlp: Python library for processing Chinese text

GitHub - benfred/implicit: Fast Python Collaborative Filtering for Implicit Feedback Datasets

GitHub - clips/pattern: Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

GitHub - lancopku/pkuseg-python: pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation

GitHub - Manisso/fsociety: fsociety Hacking Tools Pack – A Penetration Testing Framework

GitHub - sphinx-doc/sphinx: The Sphinx documentation generator

GitHub - fabric/fabric: Simple, Pythonic remote execution and deployment.

GitHub - flask-restful/flask-restful: Simple framework for creating REST APIs

GitHub - keras-team/keras: Deep Learning for humans

GitHub - redis/redis-py: Redis Python client

GitHub - 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.

GitHub - akfamily/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

GitHub - madmaze/pytesseract: A Python wrapper for Google Tesseract

GitHub - pynamodb/PynamoDB: A pythonic interface to Amazon's DynamoDB

GitHub - Suor/django-cacheops: A slick ORM cache with automatic granular event-driven invalidation.

~/airflow.apache.org

GitHub - davidhalter/jedi-vim: Using the jedi autocompletion library for VIM.

GitHub - pydantic/pydantic: Data validation using Python type hints

GitHub - lyst/lightfm: A Python implementation of LightFM, a hybrid recommendation algorithm.

GitHub - bpython/bpython: bpython - A fancy curses interface to the Python interactive interpreter

GitHub - schematics/schematics: Python Data Structures for Humans™.

GitHub - pallets/itsdangerous: Safely pass trusted data to untrusted environments and back.

GitHub - Kozea/pygal: PYthon svg GrAph plotting Library

GitHub - cython/cython: The most widely used Python to C compiler

GitHub - dask/dask: Parallel computing with task scheduling

GitHub - hoffstadt/DearPyGui: Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies

GitHub - pyston/pyston: (No longer maintained) A faster and highly-compatible implementation of the Python programming language.

GitHub - matplotlib/matplotlib: matplotlib: plotting with Python

GitHub - pyglet/pyglet: pyglet is a cross-platform windowing and multimedia library for Python, for developing games and other visually rich applications.

GitHub - python-mode/python-mode: Vim python-mode. PyLint, Rope, Pydoc, breakpoints from box.

GitHub - stanfordnlp/stanza: Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

GitHub - sqlmapproject/sqlmap: Automatic SQL injection and database takeover tool

GitHub - mongodb/mongo-python-driver: PyMongo - the Official MongoDB Python driver

GitHub - arrow-py/arrow: 🏹 Better dates & times for Python

GitHub - ahupp/python-magic: A python wrapper for libmagic

GitHub - gruns/icecream: 🍦 Never use print() to debug again.

GitHub - beeware/toga: A Python native, OS native GUI toolkit.

GitHub - elliotgao2/toapi: Every web site provides APIs.

GitHub - python-poetry/poetry: Python packaging and dependency management made easy

GitHub - sixpack/sixpack: Sixpack is a language-agnostic a/b-testing framework

GitHub - jaraco/path: Object-oriented file system path manipulation

GitHub - devpi/devpi: Python PyPi staging server and packaging, testing, release tool

GitHub - python-jsonschema/jsonschema: An implementation of the JSON Schema specification for Python

GitHub - spotify/annoy: Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

GitHub - IronLanguages/ironpython3: Implementation of Python 3.x for .NET Framework that is built on top of the Dynamic Language Runtime.

GitHub - 0rpc/zerorpc-python: zerorpc for python

GitHub - pyinstaller/pyinstaller: Freeze (package) Python programs into stand-alone executables

GitHub - landscapeio/prospector: Inspects Python source files and provides information about type and location of classes, methods etc

GitHub - Python-Markdown/markdown: A Python implementation of John Gruber’s Markdown with Extension support.

GitHub - secdev/scapy: Scapy: the Python-based interactive packet manipulation program & library.

GitHub - numba/numba: NumPy aware dynamic Python compiler using LLVM

GitHub - inducer/pudb: Full-screen console debugger for Python

GitHub - trustedsec/social-engineer-toolkit: The Social-Engineer Toolkit (SET) repository from TrustedSec - All new versions of SET will be deployed here.

Build software better, together

GitHub - py2exe/py2exe: Create standalone Windows programs from Python code

GitHub - magenta/magenta: Magenta: Music and Art Generation with Machine Intelligence

GitHub - bcbio/bcbio-nextgen: Validated, scalable, community developed variant calling, RNA-seq and small RNA analysis

GitHub - berinhard/model_mommy: No longer maintained, please migrate to model_bakery

GitHub - piskvorky/gensim: Topic Modelling for Humans

GitHub - xlwings/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.

Build software better, together

GitHub - google/yapf: A formatter for Python files

GitHub - evhub/coconut: Simple, elegant, Pythonic functional programming.

GitHub - noxrepo/pox: The POX network software platform

GitHub - flexxui/flexx: Write desktop and web apps in pure Python

GitHub - 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.

GitHub - stephenmcd/hot-redis: Rich Python data types for Redis

GitHub - pytransitions/transitions: A lightweight, object-oriented finite state machine implementation in Python with many extensions

GitHub - moggers87/salmon: A Python Mail Server

GitHub - dpkp/kafka-python: Python client for Apache Kafka

GitHub - sartography/SpiffWorkflow: A powerful workflow engine implemented in pure Python

GitHub - schemathesis/schemathesis: Supercharge your API testing, catch bugs, and ensure compliance

GitHub - django/django: The Web framework for perfectionists with deadlines.

GitHub - tqdm/tqdm: :zap: A Fast, Extensible Progress Bar for Python and CLI

GitHub - dbader/schedule: Python job scheduling for humans.

GitHub - nvdv/vprof: Visual profiler for Python

GitHub - encode/orm: An async ORM. 🗃

GitHub - modoboa/modoboa: Mail hosting made simple

GitHub - conda/conda: A system-level, binary package and environment manager running on all major operating systems and platforms.

GitHub - tinytag/tinytag: Python library for reading audio file metadata

GitHub - jeffknupp/sandman2: Automatically generate a RESTful API service for your legacy database. No code required!

GitHub - NicolasHug/Surprise: A Python scikit for building and analyzing recommender systems

ICU - International Components for Unicode

~/site.icu-project.org

GitHub - sympy/sympy: A computer algebra system written in pure Python

GitHub - jcarbaugh/django-wordpress: WordPress models and views for Django.

GitHub - pallets-eco/flask-admin: Simple and extensible administrative interface framework for Flask

GitHub - pypa/virtualenv: Virtual Python Environment builder

GitHub - pallets/flask: The Python micro framework for building web applications.

GitHub - mitmproxy/pdoc: API Documentation for Python Projects

GitHub - martinrusev/imbox: Python IMAP for Human beings

GitHub - Supervisor/supervisor: Supervisor process control system for Unix (supervisord)

GitHub - mymarilyn/clickhouse-driver: ClickHouse Python Driver with native interface support

GitHub - ponyorm/pony: Pony Object Relational Mapper

GitHub - Maratyszcza/PeachPy: x86-64 assembler embedded in Python

GitHub - chapmanb/bcbb: Incubator for useful bioinformatics code, primarily in Python and R

GitHub - dahlia/awesome-sqlalchemy: A curated list of awesome tools for SQLAlchemy

GitHub - msiemens/tinydb: TinyDB is a lightweight document oriented database optimized for your happiness :)

GitHub - apache/spark: Apache Spark - A unified analytics engine for large-scale data processing

GitHub - tornadoweb/tornado: Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.

GitHub - python-websockets/websockets: Library for building WebSocket servers and clients in Python

GitHub - pytoolz/cytoolz: Cython implementation of Toolz: High performance functional utilities

GitHub - python-happybase/happybase: A developer-friendly Python library to interact with Apache HBase

GitHub - django-guardian/django-guardian: Per object permissions for Django

GitHub - eliben/pyelftools: Parsing ELF and DWARF in Python

GitHub - dashingsoft/pyarmor: A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.

GitHub - lincolnloop/python-qrcode: Python QR Code image generator

GitHub - web2py/pydal: A pure Python Database Abstraction Layer

GitHub - elapouya/python-docx-template: Use a docx as a jinja2 template

GitHub - ycjuan/libffm: A Library for Field-aware Factorization Machines

GitHub - prompt-toolkit/ptpython: A better Python REPL

GitHub - Suor/funcy: A fancy and practical functional tools

GitHub - amitt001/delegator.py: Subprocesses for Humans 2.0.

GitHub - jorgenschaefer/elpy: Emacs Python Development Environment

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GitHub - fogleman/Quads: Computer art based on quadtrees.

GitHub - pallets-eco/flask-debugtoolbar: A toolbar overlay for debugging Flask applications

GitHub - benedekrozemberczki/karateclub: Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

GitHub - more-itertools/more-itertools: More routines for operating on iterables, beyond itertools

GitHub - 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, WxPython, and Remi into a simple, intuitive, and fun experience for both hobbyists and expert users.

GitHub - PrefectHQ/prefect: Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

GitHub - tomerfiliba-org/rpyc: RPyC (Remote Python Call) - A transparent and symmetric RPC library for python

GitHub - py-pdf/pypdf: A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files

Models | Django documentation

~/docs.djangoproject.com

GitHub - Cornices/cornice: Build Web Services with Pyramid.

GitHub - borgbackup/borg: Deduplicating archiver with compression and authenticated encryption.

GitHub - 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.com/pymc-devs/pytensor

GitHub - metawilm/cl-python: An implementation of Python in Common Lisp

GitHub - josephreisinger/vowpal_porpoise: lightweight python wrapper for vowpal wabbit

GitHub - gotcha/ipdb: Integration of IPython pdb

GitHub - vispy/vispy: Main repository for Vispy

GitHub - sdispater/pendulum: Python datetimes made easy

GitHub - encode/django-rest-framework: Web APIs for Django. 🎸

GitHub - mvantellingen/localshop: local pypi server (custom packages and auto-mirroring of pypi)

GitHub - pypi/warehouse: The Python Package Index

GitHub - pytoolz/toolz: A functional standard library for Python.

GitHub - openai/gym: A toolkit for developing and comparing reinforcement learning algorithms.

GitHub - SciTools/cartopy: Cartopy - a cartographic python library with matplotlib support

GitHub - python-rope/rope: a python refactoring library

GitHub - amoffat/sh: Python process launching

GitHub - mwaskom/seaborn: Statistical data visualization in Python

GitHub - pyqtgraph/pyqtgraph: Fast data visualization and GUI tools for scientific / engineering applications

GitHub - scanny/python-pptx: Create Open XML PowerPoint documents in Python

GitHub - nucleic/enaml: Declarative User Interfaces for Python

GitHub - numenta/nupic-legacy: 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.

GitHub - PyCQA/isort: A Python utility / library to sort imports.

GitHub - pystorm/streamparse: Run Python in Apache Storm topologies. Pythonic API, CLI tooling, and a topology DSL.

GitHub - vega/altair: Declarative statistical visualization library for Python

GitHub - fengsp/plan: Crontab jobs management in Python

GitHub - 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.

GitHub - MongoEngine/mongoengine: A Python Object-Document-Mapper for working with MongoDB

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GitHub - psycopg/psycopg: New generation PostgreSQL database adapter for the Python programming language

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GitHub - python-pillow/Pillow: Python Imaging Library (Fork)

GitHub - 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 cloud service for feed technology:

GitHub - thumbor/thumbor: thumbor is an open-source photo thumbnail service by globo.com

GitHub - pyeve/eve: REST API framework designed for human beings

GitHub - 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

GitHub - canonical/cloud-init: Official upstream for the cloud-init: cloud instance initialization

GitHub - emirozer/fake2db: create custom test databases that are populated with fake data

GitHub - rspeer/python-ftfy: Fixes mojibake and other glitches in Unicode text, after the fact.

GitHub - VowpalWabbit/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 learning.

GitHub - 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 - bqplot/bqplot: Plotting library for IPython/Jupyter notebooks

GitHub - pygraphviz/pygraphviz: Python interface to Graphviz graph drawing package

GitHub - 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.

~/www.seleniumhq.org

GitHub - benhamner/Metrics: Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

GitHub - datastax/python-driver: DataStax Python Driver for Apache Cassandra

GitHub - jazzband/django-debug-toolbar: A configurable set of panels that display various debug information about the current request/response.

GitHub - django-tastypie/django-tastypie: Creating delicious APIs for Django apps since 2010.

GitHub - has2k1/plotnine: A Grammar of Graphics for Python

GitHub - mindsdb/mindsdb: The platform for building AI from enterprise data

GitHub - markusschanta/awesome-jupyter: A curated list of awesome Jupyter projects, libraries and resources

GitHub - dateutil/dateutil: Useful extensions to the standard Python datetime features

GitHub - ionelmc/python-manhole: Debugging manhole for python applications.

GitHub - pallets/werkzeug: The comprehensive WSGI web application library.

GitHub - python-eel/Eel: A little Python library for making simple Electron-like HTML/JS GUI apps

GitHub - voronind/awesome-slugify: Python flexible slugify function

GitHub - pymc-devs/pymc: Bayesian Modeling and Probabilistic Programming in Python

GitHub - jazzband/pip-tools: A set of tools to keep your pinned Python dependencies fresh.

GitHub - flask-api/flask-api: Browsable web APIs for Flask.

GitHub - getsentry/sentry-python: The official Python SDK for Sentry.io

GitHub - gunnery/gunnery: Remote task execution tool

GitHub - statsmodels/statsmodels: Statsmodels: statistical modeling and econometrics in Python

GitHub - 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 and scales from one server to thousands.

GitHub - bokeh/bokeh: Interactive Data Visualization in the browser, from Python

GitHub - kootenpv/yagmail: Send email in Python conveniently for gmail using yagmail

GitHub - pallets-eco/blinker: A fast Python in-process signal/event dispatching system.

GitHub - googleapis/google-api-python-client: 🐍 The official Python client library for Google's discovery based APIs.

GitHub - life4/textdistance: 📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.

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