awesome-python

Better Awesome Python List with 🔥 Stars 🌐 Dependent Packages 📝 Last Commit
https://github.com/Cyanhall/awesome-python

Last synced: 3 days ago
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Logging [🔝](#readme)
- logbook - A cool logging replacement for Python. ` 📝 2 years ago `
Machine Learning [🔝](#readme)
- scikit-learn - scikit-learn: machine learning in Python ` 📝 3 days ago `
- gym - A toolkit for developing and comparing reinforcement learning algorithms. ` 📝 a month ago `
- 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 ` 📝 2 days ago `
- H2O - H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc. ` 📝 2 days ago `
- MindsDB - Predictive AI layer for existing databases. ` 📝 12 days ago `
- Metrics - Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave ` 📝 6 years ago `
- vowpal_porpoise - lightweight python wrapper for vowpal wabbit ` 📝 a year ago `
- 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. ` 📝 2 years ago `
Microsoft Windows [🔝](#readme)
- Python(x,y)
- WinPython
- PyWin32 - Python for Windows (pywin32) Extensions ` 📝 4 days ago `
- 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. ` 📝 9 days ago `
- Python(x,y)
- pythonlibs
Miscellaneous [🔝](#readme)
- tryton
- magenta - Magenta: Music and Art Generation with Machine Intelligence ` 📝 a month ago `
- 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. ` 📝 a month ago `
- itsdangerous - Safely pass trusted data to untrusted environments and back. ` 📝 a month ago `
- pluginbase - A simple but flexible plugin system for Python. ` 📝 a month ago `
- blinker - A fast Python in-process signal/event dispatching system. ` 📝 5 months ago `
Network Virtualization [🔝](#readme)
- mininet - Emulator for rapid prototyping of Software Defined Networks ` 📝 3 months ago `
- napalm - Network Automation and Programmability Abstraction Layer with Multivendor support ` 📝 11 days ago `
- pox - The POX network software platform ` 📝 a year ago `
News Feed [🔝](#readme)
- 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: ` 📝 a year ago `
- django-activity-stream - Generate generic activity streams from the actions on your site. Users can follow any actors' activities for personalized streams. ` 📝 a month ago `
Newsletters [🔝](#readme)
- Python Tricks
- Awesome Python Newsletter
- Pycoder's Weekly
- Python Weekly
ORM [🔝](#readme)
- Django Models
- SQLAlchemy
- awesome-sqlalchemy
- peewee - a small, expressive orm -- supports postgresql, mysql and sqlite ` 📝 12 days ago`
- dataset - Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions. ` 📝 3 days ago`
- pony - Pony Object Relational Mapper ` 📝 4 months ago`
- orator - The Orator ORM provides a simple yet beautiful ActiveRecord implementation. ` 📝 a year ago`
- orm - An async ORM. ` 📝 a year ago`
- mongoengine - A Python Object-Document-Mapper for working with MongoDB ` 📝 14 days ago`
- PynamoDB - A pythonic interface to Amazon's DynamoDB ` 📝 2 days ago`
- redisco - A Python Library for Simple Models and Containers Persisted in Redis
- hot-redis - Rich Python data types for Redis ` 📝 3 years ago`
- pydal - A pure Python Database Abstraction Layer ` 📝 a month ago`
Package Management [🔝](#readme)
- pip
- conda - OS-agnostic, system-level binary package manager and ecosystem ` 📝 2 days ago `
- poetry - Python dependency management and packaging made easy. ` 📝 4 days ago `
Package Repositories [🔝](#readme)
- warehouse - The Python Package Index ` 📝 2 days ago `
- devpi - Python PyPi staging server and packaging, testing, release tool ` 📝 3 days ago `
- localshop - local pypi server (custom packages and auto-mirroring of pypi) ` 📝 a year ago `
- bandersnatch - A PyPI mirror client according to PEP 381 http://www.python.org/dev/peps/pep-0381/ ` 📝 3 days ago `
Penetration Testing [🔝](#readme)
- sqlmap - Automatic SQL injection and database takeover tool ` 📝 3 days ago `
- fsociety - fsociety Hacking Tools Pack – A Penetration Testing Framework ` 📝 8 months ago `
- setoolkit - The Social-Engineer Toolkit (SET) repository from TrustedSec - All new versions of SET will be deployed here. ` 📝 24 days ago `
Permissions [🔝](#readme)
- django-guardian - Per object permissions for Django ` 📝 25 days ago `
- django-rules - Awesome Django authorization, without the database ` 📝 a month ago `
Podcasts [🔝](#readme)
- Django Chat
- Running in Production
- Talk Python To Me
- Test and Code
- The Real Python Podcast
- Podcast.\_\_init__
Processes [🔝](#readme)
- sarge
- sh - Python process launching ` 📝 18 days ago `
- delegator.py - Subprocesses for Humans 2.0. ` 📝 2 years ago `
Recommender Systems [🔝](#readme)
- annoy - Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk ` 📝 14 days ago `
- Surprise - A Python scikit for building and analyzing recommender systems ` 📝 a year ago `
- lightfm - A Python implementation of LightFM, a hybrid recommendation algorithm. ` 📝 5 months ago `
- spotlight - Deep recommender models using PyTorch. ` 📝 a year ago `
- implicit - Fast Python Collaborative Filtering for Implicit Feedback Datasets ` 📝 2 months ago `
- tensorrec - A TensorFlow recommendation algorithm and framework in Python. ` 📝 a year ago `
- fastFM - fastFM: A Library for Factorization Machines ` 📝 3 months ago `
- libffm - A Library for Field-aware Factorization Machines ` 📝 2 years ago `
RESTful API [🔝](#readme)
- django-tastypie
- vibora
- django-tastypie
- eve - REST API framework designed for human beings ` 📝 3 months ago`
- flask-restful - Simple framework for creating REST APIs ` 📝 a month ago`
- flask-api - Browsable web APIs for Flask. ` 📝 12 days ago`
- cornice - Build Web Services with Pyramid. ` 📝 2 months ago`
- fastapi - FastAPI framework, high performance, easy to learn, fast to code, ready for production ` 📝 19 days ago`
- falcon - The no-nonsense REST API and microservices framework for Python developers, with a focus on reliability, correctness, and performance at scale. ` 📝 5 days ago`
- hug - Embrace the APIs of the future. Hug aims to make developing APIs as simple as possible, but no simpler. ` 📝 a year ago`
- apistar - The Web API toolkit. ` 📝 a year ago`
- sandman2 - Automatically generate a RESTful API service for your legacy database. No code required! ` 📝 6 months ago`
- sanic - Async Python 3.7+ web server/framework | Build fast. Run fast. ` 📝 6 days ago`
Robotics [🔝](#readme)
- rospy
- PythonRobotics - Python sample codes for robotics algorithms. ` 📝 6 days ago `
- rospy
RPC Servers [🔝](#readme)
- zeroRPC - zerorpc for python ` 📝 a year ago `
- RPyC - RPyC (Remote Python Call) - A transparent and symmetric RPC library for python ` 📝 2 months ago `
Science [🔝](#readme)
- PyDy
- RDKit
- Zipline - Zipline, a Pythonic Algorithmic Trading Library ` 📝 8 months ago `
- SymPy - A computer algebra system written in pure Python ` 📝 3 days ago `
- statsmodels - Statsmodels: statistical modeling and econometrics in Python ` 📝 4 days ago `
- Karate Club - Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020) ` 📝 a month ago `
- bcbio-nextgen - Validated, scalable, community developed variant calling, RNA-seq and small RNA analysis ` 📝 13 days ago `
- bccb - Incubator for useful bioinformatics code, primarily in Python and R ` 📝 20 days ago `
- SciPy
- SimPy
- ObsPy - ObsPy: A Python Toolbox for seismology/seismological observatories. ` 📝 a month ago `
- NumPy
- Open Babel
- PyMC - Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara ` 📝 4 days ago `
- astropy
- NIPY
Search [🔝](#readme)
- elasticsearch-py
- elasticsearch-dsl-py - High level Python client for Elasticsearch ` 📝 7 months ago `
- django-haystack - Modular search for Django ` 📝 5 days ago `
- pysolr - Pysolr — Python Solr client ` 📝 a month ago `
- whoosh
- elasticsearch-py
Serialization [🔝](#readme)
- marshmallow - A lightweight library for converting complex objects to and from simple Python datatypes. ` 📝 5 days ago `
- pysimdjson - Python bindings for the simdjson project. ` 📝 6 days ago `
- python-rapidjson - Python wrapper around rapidjson ` 📝 2 days ago `
- ultrajson - Ultra fast JSON decoder and encoder written in C with Python bindings ` 📝 16 days ago `
Serverless Frameworks [🔝](#readme)
- Zappa - Serverless Python ` 📝 4 months ago `
- python-lambda - A toolkit for developing and deploying serverless Python code in AWS Lambda. ` 📝 3 months ago `
Shell [🔝](#readme)
- xonsh - Python-powered, cross-platform, Unix-gazing shell ` 📝 4 days ago `
Specific Formats Processing [🔝](#readme)
- openpyxl
- tablib - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c. ` 📝 4 months ago`
- python-docx - Create and modify Word documents with Python ` 📝 a month ago`
- XlsxWriter - A Python module for creating Excel XLSX files. ` 📝 a month ago`
- unoconv - Universal Office Converter - Convert between any document format supported by LibreOffice/OpenOffice. ` 📝 3 days ago`
- xlwings - xlwings is a BSD-licensed Python library that makes it easy to call Python from Excel and vice versa. It works with Microsoft Excel on Windows and macOS. ` 📝 2 days ago`
- python-pptx - Create Open XML PowerPoint documents in Python ` 📝 a month ago`
- docxtpl - Use a docx as a jinja2 template ` 📝 2 months ago`
- xlwt - Library to create spreadsheet files compatible with MS Excel 97/2000/XP/2003 XLS files, on any platform. ` 📝 3 years ago`
- pyexcel - Single API for reading, manipulating and writing data in csv, ods, xls, xlsx and xlsm files ` 📝 8 days ago`
- PDFMiner - Python PDF Parser (Not actively maintained). Check out pdfminer.six.
- PyPDF2 - A utility to read and write PDFs with Python ` 📝 3 years ago`
- Python-Markdown - A Python implementation of John Gruber’s Markdown with Extension support. ` 📝 12 days ago`
- Mistune - A fast yet powerful Python Markdown parser with renderers and plugins. ` 📝 a month ago`
- csvkit - A suite of utilities for converting to and working with CSV, the king of tabular file formats. ` 📝 16 days ago`
- unp - Unpacks things. ` 📝 7 years ago`
- ReportLab
Static Site Generator [🔝](#readme)
- mkdocs - Project documentation with Markdown. ` 📝 18 days ago `
- pelican - Static site generator that supports Markdown and reST syntax. Powered by Python. ` 📝 16 days ago `
- lektor - The lektor static file content management system ` 📝 3 months ago `
- nikola - A static website and blog generator ` 📝 14 days ago `
- makesite - Simple, lightweight, and magic-free static site/blog generator for Python coders ` 📝 6 months ago `
Tagging [🔝](#readme)
- django-taggit - Simple tagging for django ` 📝 11 days ago `
Task Queues [🔝](#readme)
- rq - Simple job queues for Python ` 📝 4 days ago `
- huey - a little task queue for python ` 📝 4 days ago `
- dramatiq - A fast and reliable background task processing library for Python 3. ` 📝 a month ago `
- mrq - Mr. Queue - A distributed worker task queue in Python using Redis & gevent ` 📝 6 months ago `
Template Engine [🔝](#readme)
- Genshi
- Jinja2 - A very fast and expressive template engine. ` 📝 a month ago `
Testing [🔝](#readme)
- pytest
- unittest
- mock
- Robot Framework - Generic automation framework for acceptance testing and RPA ` 📝 4 days ago`
- hypothesis - Hypothesis is a powerful, flexible, and easy to use library for property-based testing. ` 📝 13 days ago`
- nose2 - The successor to nose, based on unittest2 ` 📝 4 months ago`
- green - Green is a clean, colorful, fast python test runner. ` 📝 2 months ago`
- locust - Scalable user load testing tool written in Python ` 📝 4 days ago`
- PyAutoGUI - A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard. ` 📝 2 months ago`
- splinter - splinter - python test framework for web applications ` 📝 a month ago`
- sixpack - Sixpack is a language-agnostic a/b-testing framework ` 📝 10 months ago`
- responses - A utility for mocking out the Python Requests library. ` 📝 2 months ago`
- freezegun - Let your Python tests travel through time ` 📝 10 days ago`
- VCR.py - Automatically mock your HTTP interactions to simplify and speed up testing ` 📝 9 months ago`
- httpretty - HTTP client mocking tool for Python - inspired by Fakeweb for Ruby ` 📝 a month ago`
- httmock - A mocking library for requests ` 📝 8 months ago`
- mocket - a socket mock framework - for all kinds of socket animals, web-clients included ` 📝 11 days ago`
- factory_boy - A test fixtures replacement for Python ` 📝 3 days ago`
- mixer - Mixer -- Is a fixtures replacement. Supported Django, Flask, SqlAlchemy and custom python objects. ` 📝 6 months ago`
- faker - Faker is a Python package that generates fake data for you. ` 📝 4 days ago`
- mimesis - Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a variety of languages. ` 📝 7 days ago`
- fake2db - create custom test databases that are populated with fake data ` 📝 2 years ago`
- Selenium
- doublex
- coverage
- radar
- Schemathesis - A modern API testing tool for web applications built with Open API and GraphQL specifications. ` 📝 4 days ago`
- model_mommy - No longer maintained, please migrate to model_bakery ` 📝 2 years ago`
Text Processing [🔝](#readme)
- difflib
- unidecode
- fuzzywuzzy - Fuzzy String Matching in Python ` 📝 4 months ago`
- pypinyin - 汉字转拼音(pypinyin) ` 📝 14 days ago`
- ftfy - Fixes mojibake and other glitches in Unicode text, after the fact. ` 📝 a month ago`
- chardet - Python character encoding detector ` 📝 2 months ago`
- pyfiglet - An implementation of figlet written in Python ` 📝 8 months ago`
- pangu.py - Paranoid text spacing in Python ` 📝 2 years ago`
- python-slugify - Returns unicode slugs ` 📝 2 months ago`
- unicode-slugify - A slugifier that works in unicode ` 📝 3 years ago`
- awesome-slugify
- shortuuid - A generator library for concise, unambiguous and URL-safe UUIDs. ` 📝 4 months ago`
- hashids - Implementation of hashids (http://hashids.org) in Python. Compatible with Python 2 and Python 3 ` 📝 10 months ago`
- python-phonenumbers - Python port of Google's libphonenumber ` 📝 2 days ago`
- sqlparse - A non-validating SQL parser module for Python ` 📝 7 months ago`
- ply - Python Lex-Yacc ` 📝 a year ago`
- 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. ` 📝 3 months ago`
- pyparsing - Python library for creating PEG parsers ` 📝 a month ago`
- python-nameparser - A simple Python module for parsing human names into their individual components ` 📝 a year ago`
- Levenshtein - The Levenshtein Python C extension module contains functions for fast computation of Levenshtein distance and string similarity ` 📝 5 months ago`
- unidecode
- textdistance - Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage. ` 📝 6 days ago`
Third-party APIs [🔝](#readme)
- apache-libcloud
- boto3 - AWS SDK for Python ` 📝 2 days ago `

Programming Languages

Python 389 C++ 8 C 5 HTML 3 Emacs Lisp 1 JavaScript 1 C# 1 OCaml 1 Common Lisp 1 Vim Script 1

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Awesome

awesome-python

Logging [🔝](#readme)

Machine Learning [🔝](#readme)

Microsoft Windows [🔝](#readme)

Miscellaneous [🔝](#readme)

Network Virtualization [🔝](#readme)

News Feed [🔝](#readme)

Newsletters [🔝](#readme)

ORM [🔝](#readme)

Package Management [🔝](#readme)

Package Repositories [🔝](#readme)

Penetration Testing [🔝](#readme)

Permissions [🔝](#readme)

Podcasts [🔝](#readme)

Processes [🔝](#readme)

Recommender Systems [🔝](#readme)

RESTful API [🔝](#readme)

Robotics [🔝](#readme)

RPC Servers [🔝](#readme)

Science [🔝](#readme)

Search [🔝](#readme)

Serialization [🔝](#readme)

Serverless Frameworks [🔝](#readme)

Shell [🔝](#readme)

Specific Formats Processing [🔝](#readme)

Static Site Generator [🔝](#readme)

Tagging [🔝](#readme)

Task Queues [🔝](#readme)

Template Engine [🔝](#readme)

Testing [🔝](#readme)

Text Processing [🔝](#readme)

Third-party APIs [🔝](#readme)