A curated list of awesome Python frameworks, libraries and software.
- donnemartin/system-design-primer - Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
- jackfrued/Python-100-Days - Python - 100天从新手到大师
- nvbn/thefuck - Magnificent app which corrects your previous console command.
- pallets/flask - The Python micro framework for building web applications.
- tiangolo/fastapi - FastAPI framework, high performance, easy to learn, fast to code, ready for production
- 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.
- bregman-arie/devops-exercises - Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
- yt-dlp/yt-dlp - A youtube-dl fork with additional features and fixes
- d2l-ai/d2l-zh - 《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
- scrapy/scrapy - Scrapy, a fast high-level web crawling & scraping framework for Python.
- CorentinJ/Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time
- AntonOsika/gpt-engineer - Specify what you want it to build, the AI asks for clarification, and then builds it.
- pandas-dev/pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
- apachecn/ailearning - AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
- mitmproxy/mitmproxy - An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
- KillianLucas/open-interpreter - OpenAI's Code Interpreter in your terminal, running locally
- geekcomputers/Python - My Python Examples
- 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.
- streamlit/streamlit - Streamlit — A faster way to build and share data apps.
- explosion/spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
- Ebazhanov/linkedin-skill-assessments-quizzes - Full reference of LinkedIn answers 2023 for skill assessments (aws-lambda, rest-api, javascript, react, git, html, jquery, mongodb, java, Go, python, machine-learning, power-point) linkedin excel test lösungen, linkedin machine learning test LinkedIn test questions and answers
- Asabeneh/30-Days-Of-Python - 30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw
- encode/django-rest-framework - Web APIs for Django. 🎸
- tqdm/tqdm - ⚡ A Fast, Extensible Progress Bar for Python and CLI
- google/python-fire - Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
- Lightning-AI/lightning - Deep learning framework to train, deploy, and ship AI products Lightning fast.
- numpy/numpy - The fundamental package for scientific computing with Python.
- OpenBB-finance/OpenBBTerminal - Investment Research for Everyone, Everywhere.
- StevenBlack/hosts - 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories.
- getredash/redash - Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.
- nicolargo/glances - Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.
- python-telegram-bot/python-telegram-bot - We have made you a wrapper you can't refuse
- freqtrade/freqtrade - Free, open source crypto trading bot
- keon/algorithms - Minimal examples of data structures and algorithms in Python
- gradio-app/gradio - Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
- celery/celery - Distributed Task Queue (development branch)
- locustio/locust - Write scalable load tests in plain Python 🚗💨
- jumpserver/jumpserver - JumpServer 是广受欢迎的开源堡垒机,是符合 4A 规范的专业运维安全审计系统。
- vnpy/vnpy - 基于Python的开源量化交易平台开发框架
- Textualize/textual - The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.
- coqui-ai/TTS - 🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
- AtsushiSakai/PythonRobotics - Python sample codes for robotics algorithms.
- JaidedAI/EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
- plotly/dash - Data Apps & Dashboards for Python. No JavaScript Required.
- d2l-ai/d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
- saleor/saleor - Saleor Core: the high performance, composable, headless commerce API.
- jhao104/proxy_pool - Python ProxyPool for web spider
- zulip/zulip - Zulip server and web application. Open-source team chat that helps teams stay productive and focused.
- bokeh/bokeh - Interactive Data Visualization in the browser, from Python
- chriskiehl/Gooey - Turn (almost) any Python command line program into a full GUI application with one line
- sanic-org/sanic - Accelerate your web app development | Build fast. Run fast.
- mkdocs/mkdocs - Project documentation with Markdown.
- pyscript/pyscript - Home Page: https://pyscript.net Examples: https://pyscript.net/examples
- ArchiveBox/ArchiveBox - 🗃 Open source self-hosted web archiving. Takes URLs/browser history/bookmarks/Pocket/Pinboard/etc., saves HTML, JS, PDFs, media, and more...
- facebook/prophet - Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
- 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.
- Jack-Cherish/python-spider - 🌈Python3网络爬虫实战:淘宝、京东、网易云、B站、12306、抖音、笔趣阁、漫画小说下载、音乐电影下载等
- kovidgoyal/calibre - The official source code repository for the calibre ebook manager
- quantopian/zipline - Zipline, a Pythonic Algorithmic Trading Library
- recommenders-team/recommenders - Best Practices on Recommendation Systems
- mouredev/Hello-Python - Curso para aprender el lenguaje de programación Python desde cero y para principiantes. Más de 30 clases, 25 horas en vídeo, código y grupo de chat. Desde sus fundamentos hasta la creación de un API Backend con base de datos y más...
- Delgan/loguru - Python logging made (stupidly) simple
- binux/pyspider - A Powerful Spider(Web Crawler) System in Python.
- pydantic/pydantic - Data validation using Python type hints
- wagtail/wagtail - A Django content management system focused on flexibility and user experience
- alievk/avatarify-python - Avatars for Zoom, Skype and other video-conferencing apps.
- InstaPy/InstaPy - 📷 Instagram Bot - Tool for automated Instagram interactions
- Kr1s77/awesome-python-login-model - 😮python模拟登陆一些大型网站,还有一些简单的爬虫,希望对你们有所帮助❤️,如果喜欢记得给个star哦🌟
- frappe/erpnext - Free and Open Source Enterprise Resource Planning (ERP)
- RaRe-Technologies/gensim - Topic Modelling for Humans
- pallets/click - Python composable command line interface toolkit
- fabric/fabric - Simple, Pythonic remote execution and deployment.
- RunaCapital/awesome-oss-alternatives - Awesome list of open-source startup alternatives to well-known SaaS products 🚀
- powerline/powerline - Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.
- wangshub/wechat_jump_game - 微信《跳一跳》Python 辅助
- unifyai/ivy - The Unified AI Framework
- wistbean/learn_python3_spider - python爬虫教程系列、从0到1学习python爬虫,包括浏览器抓包,手机APP抓包,如 fiddler、mitmproxy,各种爬虫涉及的模块的使用,如:requests、beautifulSoup、selenium、appium、scrapy等,以及IP代理,验证码识别,Mysql,MongoDB数据库的python使用,多线程多进程爬虫的使用,css 爬虫加密逆向破解,JS爬虫逆向,分布式爬虫,爬虫项目实战实例等
- gunthercox/ChatterBot - ChatterBot is a machine learning, conversational dialog engine for creating chat bots
- Rapptz/discord.py - An API wrapper for Discord written in Python.
- 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:
- google/yapf - A formatter for Python files
- psf/requests-html - Pythonic HTML Parsing for Humans™
- microsoft/qlib - Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.
- kitao/pyxel - A retro game engine for Python
- nltk/nltk - NLTK Source
- dmlc/dgl - Python package built to ease deep learning on graph, on top of existing DL frameworks.
- PySimpleGUI/PySimpleGUI - Launched in 2018. It's 2023 and PySimpleGUI is actively developed & supported. Create complex windows simply. Supports tkinter, Qt, WxPython, Remi (in browser). Create GUI applications trivially with a full set of widgets. Multi-Window applications are also simple. 3.4 to 3.11 supported. 325+ Demo programs & Cookbook for rapid start. Extensive docs
- iterative/dvc - 🦉 Data Version Control | Git for Data & Models | ML Experiments Management
- Miserlou/Zappa - Serverless Python
- fortra/impacket - Impacket is a collection of Python classes for working with network protocols.
- redis/redis-py - Redis Python Client
- getpelican/pelican - Static site generator that supports Markdown and reST syntax. Powered by Python.
- danielgatis/rembg - Rembg is a tool to remove images background
- mementum/backtrader - Python Backtesting library for trading strategies
- dask/dask - Parallel computing with task scheduling
- bloomberg/memray - The endgame Python memory profiler
- wkentaro/labelme - Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
- python-pillow/Pillow - Python Imaging Library (Fork)
- dbcli/mycli - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.
- Zulko/moviepy - Video editing with Python
- MorvanZhou/tutorials - 机器学习相关教程
- microsoft/pyright - Static Type Checker for Python
- Chia-Network/chia-blockchain - Chia blockchain python implementation (full node, farmer, harvester, timelord, and wallet)
- Gallopsled/pwntools - CTF framework and exploit development library
- pytest-dev/pytest - The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
- pyodide/pyodide - Pyodide is a Python distribution for the browser and Node.js based on WebAssembly
- bbfamily/abu - 阿布量化交易系统(股票,期权,期货,比特币,机器学习) 基于python的开源量化交易,量化投资架构
- smicallef/spiderfoot - SpiderFoot automates OSINT for threat intelligence and mapping your attack surface.
- ranaroussi/yfinance - Download market data from Yahoo! Finance's API
- maurosoria/dirsearch - Web path scanner
- chiphuyen/stanford-tensorflow-tutorials - This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
- huggingface/peft - 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
- ocrmypdf/OCRmyPDF - OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched
- s0md3v/Photon - Incredibly fast crawler designed for OSINT.
- aws/chalice - Python Serverless Microframework for AWS
- x-hw/amazing-qr - 💮 amazing QRCode generator in Python (supporting animated gif) - Python amazing 二维码生成器(支持 gif 动态图片二维码)
- harelba/q - q - Run SQL directly on delimited files and multi-file sqlite databases
- borgbackup/borg - Deduplicating archiver with compression and authenticated encryption.
- 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 aesara: www.github.com/pymc-devs/aesara
- jopohl/urh - Universal Radio Hacker: Investigate Wireless Protocols Like A Boss
- rougier/scientific-visualization-book - An open access book on scientific visualization using python and matplotlib
- amueller/word_cloud - A little word cloud generator in Python
- dabeaz-course/python-mastery - Advanced Python Mastery (course by @dabeaz)
- giampaolo/psutil - Cross-platform lib for process and system monitoring in Python
- pallets/jinja - A very fast and expressive template engine.
- django-cms/django-cms - The easy-to-use and developer-friendly enterprise CMS powered by Django
- laramies/theHarvester - E-mails, subdomains and names Harvester - OSINT
- benoitc/gunicorn - gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.
- rq/rq - Simple job queues for Python
- coursera-dl/coursera-dl - Script for downloading Coursera.org videos and naming them.
- soxoj/maigret - 🕵️♂️ Collect a dossier on a person by username from thousands of sites
- modin-project/modin - Modin: Scale your Pandas workflows by changing a single line of code
- MrS0m30n3/youtube-dl-gui - A cross platform front-end GUI of the popular youtube-dl written in wxPython.
- reactive-python/reactpy - It's React, but in Python
- shmilylty/OneForAll - OneForAll是一款功能强大的子域收集工具
- pypa/pipx - Install and Run Python Applications in Isolated Environments
- nl8590687/ASRT_SpeechRecognition - A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
- instillai/machine-learning-course - 💬 Machine Learning Course with Python:
- googleapis/google-api-python-client - 🐍 The official Python client library for Google's discovery based APIs.
- flet-dev/flet - Flet enables developers to easily build realtime web, mobile and desktop apps in Python. No frontend experience required.
- alteryx/featuretools - An open source python library for automated feature engineering
- stanfordnlp/stanza - Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
- cleanlab/cleanlab - The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
- yoshiko2/Movie_Data_Capture - Local Movies Organizer
- marshmallow-code/marshmallow - A lightweight library for converting complex objects to and from simple Python datatypes.
- spesmilo/electrum - Electrum Bitcoin Wallet
- burnash/gspread - Google Sheets Python API
- SerpentAI/SerpentAI - Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!
- DLR-RM/stable-baselines3 - PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
- volatilityfoundation/volatility - An advanced memory forensics framework
- unit8co/darts - A python library for user-friendly forecasting and anomaly detection on time series.
- scikit-learn-contrib/imbalanced-learn - A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
- boto/boto - For the latest version of boto, see https://github.com/boto/boto3 -- Python interface to Amazon Web Services
- py-pdf/pypdf - A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files
- google/latexify_py - A library to generate LaTeX expression from Python code.
- kellyjonbrazil/jc - CLI tool and python library that converts the output of popular command-line tools, file-types, and common strings to JSON, YAML, or Dictionaries. This allows piping of output to tools like jq and simplifying automation scripts.
- python-visualization/folium - Python Data. Leaflet.js Maps.
- docker/docker-py - A Python library for the Docker Engine API
- MycroftAI/mycroft-core - Mycroft Core, the Mycroft Artificial Intelligence platform.
- librosa/librosa - Python library for audio and music analysis
- py-why/dowhy - DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
- TheR1D/shell_gpt - A command-line productivity tool powered by GPT-3 and GPT-4, will help you accomplish your tasks faster and more efficiently.
- joeyespo/grip - Preview GitHub README.md files locally before committing them.
- gevent/gevent - Coroutine-based concurrency library for Python
- jrnl-org/jrnl - Collect your thoughts and notes without leaving the command line.
- PyCQA/isort - A Python utility / library to sort imports.
- shadowsocksr-backup/shadowsocksr - Python port of ShadowsocksR
- snare/voltron - A hacky debugger UI for hackers
- gorakhargosh/watchdog - Python library and shell utilities to monitor filesystem events.
- lawlite19/MachineLearning_Python - 机器学习算法python实现
- donnemartin/dev-setup - macOS development environment setup: Easy-to-understand instructions with automated setup scripts for developer tools like Vim, Sublime Text, Bash, iTerm, Python data analysis, Spark, Hadoop MapReduce, AWS, Heroku, JavaScript web development, Android development, common data stores, and dev-based OS X defaults.
- LibrePhotos/librephotos - A self-hosted open source photo management service. This is the repository of the backend.
- mher/flower - Real-time monitor and web admin for Celery distributed task queue
- frappe/frappe - Low code web framework for real world applications, in Python and Javascript
- python-eel/Eel - A little Python library for making simple Electron-like HTML/JS GUI apps
- webpy/webpy - web.py is a web framework for python that is as simple as it is powerful.
- persepolisdm/persepolis - Persepolis Download Manager is a GUI for aria2.
- chainer/chainer - A flexible framework of neural networks for deep learning
- liangliangyy/DjangoBlog - 🍺基于Django的博客系统
- garrettj403/SciencePlots - Matplotlib styles for scientific plotting
- sdispater/pendulum - Python datetimes made easy
- vibora-io/vibora - Fast, asynchronous and elegant Python web framework.
- megadose/holehe - holehe allows you to check if the mail is used on different sites like twitter, instagram and will retrieve information on sites with the forgotten password function.
- StackStorm/st2 - StackStorm (aka "IFTTT for Ops") is event-driven automation for auto-remediation, incident responses, troubleshooting, deployments, and more for DevOps and SREs. Includes rules engine, workflow, 160 integration packs with 6000+ actions (see https://exchange.stackstorm.org) and ChatOps. Installer at https://docs.stackstorm.com/install/index.html
- searxng/searxng - SearXNG is a free internet metasearch engine which aggregates results from various search services and databases. Users are neither tracked nor profiled.
- chyroc/WechatSogou - 基于搜狗微信搜索的微信公众号爬虫接口
- joerick/pyinstrument - 🚴 Call stack profiler for Python. Shows you why your code is slow!
- encode/apistar - The Web API toolkit. 🛠
- MingchaoZhu/DeepLearning - Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
- alirezamika/autoscraper - A Smart, Automatic, Fast and Lightweight Web Scraper for Python
- longld/peda - PEDA - Python Exploit Development Assistance for GDB
- SmirkCao/Lihang - Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
- PyCQA/bandit - Bandit is a tool designed to find common security issues in Python code.
- pypa/hatch - Modern, extensible Python project management
- astorfi/TensorFlow-World - 🌎 Simple and ready-to-use tutorials for TensorFlow
- rasbt/mlxtend - A library of extension and helper modules for Python's data analysis and machine learning libraries.
- ohld/igbot - 🐙 Free scripts, bots and Python API wrapper. Get free followers with our auto like, auto follow and other scripts!
- ethereum/web3.py - A python interface for interacting with the Ethereum blockchain and ecosystem.
- Rockyzsu/stock - 30天掌握量化交易 (持续更新)
- online-ml/river - 🌊 Online machine learning in Python
- jaungiers/LSTM-Neural-Network-for-Time-Series-Prediction - LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
- lyst/lightfm - A Python implementation of LightFM, a hybrid recommendation algorithm.
- hhatto/autopep8 - A tool that automatically formats Python code to conform to the PEP 8 style guide.
- Evil0ctal/Douyin_TikTok_Download_API - 🚀「Douyin_TikTok_Download_API」是一个开箱即用的高性能异步抖音、快手、TikTok、Bilibili数据爬取工具,支持API调用,在线批量解析及下载。
- offu/WeRoBot - WeRoBot 是一个微信公众号开发框架
- PyImageSearch/imutils - A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.
- Instagram/MonkeyType - A Python library that generates static type annotations by collecting runtime types
- google/pytype - A static type analyzer for Python code
- modelscope/modelscope - ModelScope: bring the notion of Model-as-a-Service to life.
- pytoolz/toolz - A functional standard library for Python.
- Tribler/tribler - Privacy enhanced BitTorrent client with P2P content discovery
- schenkd/nginx-ui - Nginx UI allows you to access and modify the nginx configurations files without cli.
- dpgaspar/Flask-AppBuilder - Simple and rapid application development framework, built on top of Flask. includes detailed security, auto CRUD generation for your models, google charts and much more. Demo (login with guest/welcome) - http://flaskappbuilder.pythonanywhere.com/
- lorenzodifuccia/safaribooks - Download and generate EPUB of your favorite books from O'Reilly Learning (aka Safari Books Online) library.
- biolab/orange3 - 🍊 📊 💡 Orange: Interactive data analysis
- spec-first/connexion - Swagger/OpenAPI First framework for Python on top of Flask with automatic endpoint validation & OAuth2 support
- pywinauto/pywinauto - Windows GUI Automation with Python (based on text properties)
- qtile/qtile - 🍪 A full-featured, hackable tiling window manager written and configured in Python (X11 + Wayland)
- miguelgrinberg/microblog - A microblogging web application written in Python and Flask that I developed as part of my Flask Mega-Tutorial series.
- s3tools/s3cmd - Official s3cmd repo -- Command line tool for managing Amazon S3 and CloudFront services
- TophantTechnology/ARL - ARL(Asset Reconnaissance Lighthouse)资产侦察灯塔系统旨在快速侦察与目标关联的互联网资产,构建基础资产信息库。 协助甲方安全团队或者渗透测试人员有效侦察和检索资产,发现存在的薄弱点和攻击面。
- rawandahmad698/PyChatGPT - ⚡️ Python client for the unofficial ChatGPT API with auto token regeneration, conversation tracking, proxy support and more.
- Cog-Creators/Red-DiscordBot - A multi-function Discord bot
- gbeced/pyalgotrade - Python Algorithmic Trading Library
- arsenetar/dupeguru - Find duplicate files
- tebelorg/RPA-Python - Python package for doing RPA
- neozhaoliang/pywonderland - A tour in the wonderland of math with python.
- kernc/backtesting.py - 🔎 📈 🐍 💰 Backtest trading strategies in Python.
- rev1si0n/lamda - ⚡️ Android reverse engineering & automation framework | 史上最强安卓抓包/逆向/HOOK & 云手机/远程桌面/自动化辅助框架,你的工作从未如此简单快捷。
- googlemaps/google-maps-services-python - Python client library for Google Maps API Web Services
- gitpython-developers/GitPython - GitPython is a python library used to interact with Git repositories.
- IDSIA/sacred - Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
- geopy/geopy - Geocoding library for Python.
- pallets-eco/flask-sqlalchemy - Adds SQLAlchemy support to Flask
- elastic/elasticsearch-py - Official Python client for Elasticsearch
- pythonprofilers/memory_profiler - Monitor Memory usage of Python code
- shobrook/rebound - Command-line tool that instantly fetches Stack Overflow results when an exception is thrown
- zedr/clean-code-python - 🛁 Clean Code concepts adapted for Python
- bigchaindb/bigchaindb - Meet BigchainDB. The blockchain database.
- RayVentura/ShortGPT - 🚀🎬 ShortGPT - Experimental AI framework for automated short/video content creation.
- PokemonGoF/PokemonGo-Bot - The Pokemon Go Bot, baking with community.
- python-openxml/python-docx - Create and modify Word documents with Python
- imWildCat/scylla - Intelligent proxy pool for Humans™
- python/typeshed - Collection of library stubs for Python, with static types
- biopython/biopython - Official git repository for Biopython (originally converted from CVS)
- dabeaz/python-cookbook - Code samples from the "Python Cookbook, 3rd Edition", published by O'Reilly & Associates, May, 2013.
- hunkim/PyTorchZeroToAll - Simple PyTorch Tutorials Zero to ALL!
- pyrogram/pyrogram - Elegant, modern and asynchronous Telegram MTProto API framework in Python for users and bots
- mouredev/retos-programacion-2023 - Ejercicios de código semanales en 2023 de la comunidad MoureDev para practicar lógica en cualquier lenguaje de programación.
- PyJun/Mooc_Downloader - 学无止下载器,慕课下载器,Mooc网课下载,慕课网,中国大学,网易云课堂,有道精品课,腾讯课堂,中公网校,学浪,抖音课堂,小鹅通,千聊,超星学习通,学银在线,智慧职教,智慧树,学堂在线,爱课程,B站下载;支持视频,课件同时下载
- davidteather/TikTok-Api - The Unofficial TikTok API Wrapper In Python
- pythonguis/15-minute-apps - 15 minute (small) desktop apps built with PyQt
- elastic/elasticsearch-dsl-py - High level Python client for Elasticsearch
- kenshohara/3D-ResNets-PyTorch - 3D ResNets for Action Recognition (CVPR 2018)
- blackboxo/CleanMyWechat - 自动删除 PC 端微信缓存数据,包括从所有聊天中自动下载的大量文件、视频、图片等数据内容,解放你的空间。
- ansible/molecule - Molecule aids in the development and testing of Ansible content: collections, playbooks and roles
- h2oai/wave - Realtime Web Apps and Dashboards for Python and R
- facebookresearch/nevergrad - A Python toolbox for performing gradient-free optimization
- AzeemIdrisi/PhoneSploit-Pro - An all-in-one hacking tool to remotely exploit Android devices using ADB and Metasploit-Framework to get a Meterpreter session.
- ResidentMario/missingno - Missing data visualization module for Python.
- yhat/ggpy - ggplot port for python
- mherrmann/fbs - Create Python GUIs with Qt in minutes
- bisguzar/twitter-scraper - Scrape the Twitter Frontend API without authentication.
- spack/spack - A flexible package manager that supports multiple versions, configurations, platforms, and compilers.
- TheSpeedX/TBomb - This is a SMS And Call Bomber For Linux And Termux
- fo40225/tensorflow-windows-wheel - Tensorflow prebuilt binary for Windows
- seleniumbase/SeleniumBase - 📊 Python's best framework for browser automation and testing.
- OpenShot/openshot-qt - OpenShot Video Editor is an award-winning free and open-source video editor for Linux, Mac, and Windows, and is dedicated to delivering high quality video editing and animation solutions to the world.
- rkern/line_profiler - (OLD REPO) Line-by-line profiling for Python - Current repo ->
- colesbury/nogil - Multithreaded Python without the GIL
- Netflix/bless - Repository for BLESS, an SSH Certificate Authority that runs as a AWS Lambda function
- lxgr-linux/pokete - A terminal based Pokemon like game
- mobolic/facebook-sdk - Python SDK for Facebook's Graph API
- blockchain-etl/ethereum-etl - Python scripts for ETL (extract, transform and load) jobs for Ethereum blocks, transactions, ERC20 / ERC721 tokens, transfers, receipts, logs, contracts, internal transactions. Data is available in Google BigQuery https://goo.gl/oY5BCQ
- dahlia/awesome-sqlalchemy - A curated list of awesome tools for SQLAlchemy
- huggingface/knockknock - 🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code
- sherjilozair/char-rnn-tensorflow - Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow
- mars-project/mars - Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
- thonny/thonny - Python IDE for beginners
- microsoft/forecasting - Time Series Forecasting Best Practices & Examples
- cdhigh/KindleEar - A website application running in Google app engine, deliver rss news to your kindle. generate mobi using python, multilanguages supported.
- nickliqian/cnn_captcha - use cnn recognize captcha by tensorflow. 本项目针对字符型图片验证码,使用tensorflow实现卷积神经网络,进行验证码识别。
- thp/urlwatch - Watch (parts of) webpages and get notified when something changes via e-mail, on your phone or via other means. Highly configurable.
- dabeaz/ply - Python Lex-Yacc
- nsidnev/fastapi-realworld-example-app - Backend logic implementation for https://github.com/gothinkster/realworld with awesome FastAPI
- wkunzhi/Python3-Spider - Python爬虫实战 - 模拟登陆各大网站 包含但不限于:滑块验证、拼多多、美团、百度、bilibili、大众点评、淘宝,如果喜欢请start ❤️
- bethgelab/foolbox - A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
- HBNetwork/python-decouple - Strict separation of config from code.
- argosopentech/argos-translate - Open-source offline translation library written in Python
- reloadware/reloadium - Hot Reloading, Profiling and AI debugging for Python
- dashingsoft/pyarmor - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
- dongrixinyu/JioNLP - 中文 NLP 预处理、解析工具包,准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com
- ading2210/poe-api - [UNMAINTAINED] A reverse engineered Python API wrapper for Quora's Poe, which provides free access to ChatGPT, GPT-4, and Claude.
- simon-weber/gmusicapi - An unofficial client library for Google Music.
- mikedh/trimesh - Python library for loading and using triangular meshes.
- prompt-toolkit/pyvim - Pure Python Vim clone.
- pgmpy/pgmpy - Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.
- getnikola/nikola - A static website and blog generator
- lxml/lxml - The lxml XML toolkit for Python
- jameslyons/python_speech_features - This library provides common speech features for ASR including MFCCs and filterbank energies.
- google/tangent - Source-to-Source Debuggable Derivatives in Pure Python
- trailofbits/graphtage - A semantic diff utility and library for tree-like files such as JSON, JSON5, XML, HTML, YAML, and CSV.
- not-kennethreitz/envoy - Python Subprocesses for Humans™.
- pytest-dev/pytest-testinfra - Testinfra test your infrastructures
- picklepete/pyicloud - A Python + iCloud wrapper to access iPhone and Calendar data.
- egrcc/zhihu-python - 获取知乎内容信息,包括问题,答案,用户,收藏夹信息
- gawel/pyquery - A jquery-like library for python
- pallets/quart - An async Python micro framework for building web applications.
- JacquesLucke/animation_nodes - Node based visual scripting system designed for motion graphics in Blender.
- r9y9/wavenet_vocoder - WaveNet vocoder
- Rayhane-mamah/Tacotron-2 - DeepMind's Tacotron-2 Tensorflow implementation
- DamnWidget/anaconda - Anaconda turns your Sublime Text 3 in a full featured Python development IDE including autocompletion, code linting, IDE features, autopep8 formating, McCabe complexity checker Vagrant and Docker support for Sublime Text 3 using Jedi, PyFlakes, pep8, MyPy, PyLint, pep257 and McCabe that will never freeze your Sublime Text 3
- nschloe/tikzplotlib - 📊 Save matplotlib figures as TikZ/PGFplots for smooth integration into LaTeX.
- CamDavidsonPilon/lifelines - Survival analysis in Python
- tryolabs/norfair - Lightweight Python library for adding real-time multi-object tracking to any detector.
- python-security/pyt - A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications
- git-cola/git-cola - git-cola: The highly caffeinated Git GUI
- luispedro/BuildingMachineLearningSystemsWithPython - Source Code for the book Building Machine Learning Systems with Python
- beeware/briefcase - Tools to support converting a Python project into a standalone native application.
- aliparlakci/bulk-downloader-for-reddit - Downloads and archives content from reddit
- realpython/python-scripts - because i'm tired of gists
- wrobstory/vincent - A Python to Vega translator
- ranaroussi/qtpylib - QTPyLib, Pythonic Algorithmic Trading
- YiVal/YiVal - Evaluate and Enhance. YiVal is a versatile platform and framework that streamlines the evaluation and enhancement of your Generative AI applications.
- danmacnish/cartoonify - python app to turn a photograph into a cartoon
- pypa/flit - Simplified packaging of Python modules
- approximatelabs/sketch - AI code-writing assistant that understands data content
- peerchemist/finta - Common financial technical indicators implemented in Pandas.
- chen3feng/blade-build - Blade is a powerful build system from Tencent, supports many mainstream programming languages, such as C/C++, java, scala, python, protobuf...
- vinta/awesome-python - A curated list of awesome Python frameworks, libraries, software and resources
- TheAlgorithms/Python - All Algorithms implemented in Python
- Significant-Gravitas/Auto-GPT - An experimental open-source attempt to make GPT-4 fully autonomous.
- huggingface/transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
- 521xueweihan/HelloGitHub -
分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub. - django/django - The Web framework for perfectionists with deadlines.
- pytorch/pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
- home-assistant/core - 🏡 Open source home automation that puts local control and privacy first.
- keras-team/keras - Deep Learning for humans
- fighting41love/funNLP - 中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报告、自然语言生成、NLU太难了系列、自动对联数据及机器人、用户名黑名单列表、罪名法务名词及分类模型、微信公众号语料、cs224n深度学习自然语言处理课程、中文手写汉字识别、中文自然语言处理 语料/数据集、变量命名神器、分词语料库+代码、任务型对话英文数据集、ASR 语音数据集 + 基于深度学习的中文语音识别系统、笑声检测器、Microsoft多语言数字/单位/如日期时间识别包、中华新华字典数据库及api(包括常用歇后语、成语、词语和汉字)、文档图谱自动生成、SpaCy 中文模型、Common Voice语音识别数据集新版、神经网络关系抽取、基于bert的命名实体识别、关键词(Keyphrase)抽取包pke、基于医疗领域知识图谱的问答系统、基于依存句法与语义角色标注的事件三元组抽取、依存句法分析4万句高质量标注数据、cnocr:用来做中文OCR的Python3包、中文人物关系知识图谱项目、中文nlp竞赛项目及代码汇总、中文字符数据、speech-aligner: 从“人声语音”及其“语言文本”产生音素级别时间对齐标注的工具、AmpliGraph: 知识图谱表示学习(Python)库:知识图谱概念链接预测、Scattertext 文本可视化(python)、语言/知识表示工具:BERT & ERNIE、中文对比英文自然语言处理NLP的区别综述、Synonyms中文近义词工具包、HarvestText领域自适应文本挖掘工具(新词发现-情感分析-实体链接等)、word2word:(Python)方便易用的多语言词-词对集:62种语言/3,564个多语言对、语音识别语料生成工具:从具有音频/字幕的在线视频创建自动语音识别(ASR)语料库、构建医疗实体识别的模型(包含词典和语料标注)、单文档非监督的关键词抽取、Kashgari中使用gpt-2语言模型、开源的金融投资数据提取工具、文本自动摘要库TextTeaser: 仅支持英文、人民日报语料处理工具集、一些关于自然语言的基本模型、基于14W歌曲知识库的问答尝试--功能包括歌词接龙and已知歌词找歌曲以及歌曲歌手歌词三角关系的问答、基于Siamese bilstm模型的相似句子判定模型并提供训练数据集和测试数据集、用Transformer编解码模型实现的根据Hacker News文章标题自动生成评论、用BERT进行序列标记和文本分类的模板代码、LitBank:NLP数据集——支持自然语言处理和计算人文学科任务的100部带标记英文小说语料、百度开源的基准信息抽取系统、虚假新闻数据集、Facebook: LAMA语言模型分析,提供Transformer-XL/BERT/ELMo/GPT预训练语言模型的统一访问接口、CommonsenseQA:面向常识的英文QA挑战、中文知识图谱资料、数据及工具、各大公司内部里大牛分享的技术文档 PDF 或者 PPT、自然语言生成SQL语句(英文)、中文NLP数据增强(EDA)工具、英文NLP数据增强工具 、基于医药知识图谱的智能问答系统、京东商品知识图谱、基于mongodb存储的军事领域知识图谱问答项目、基于远监督的中文关系抽取、语音情感分析、中文ULMFiT-情感分析-文本分类-语料及模型、一个拍照做题程序、世界各国大规模人名库、一个利用有趣中文语料库 qingyun 训练出来的中文聊天机器人、中文聊天机器人seqGAN、省市区镇行政区划数据带拼音标注、教育行业新闻语料库包含自动文摘功能、开放了对话机器人-知识图谱-语义理解-自然语言处理工具及数据、中文知识图谱:基于百度百科中文页面-抽取三元组信息-构建中文知识图谱、masr: 中文语音识别-提供预训练模型-高识别率、Python音频数据增广库、中文全词覆盖BERT及两份阅读理解数据、ConvLab:开源多域端到端对话系统平台、中文自然语言处理数据集、基于最新版本rasa搭建的对话系统、基于TensorFlow和BERT的管道式实体及关系抽取、一个小型的证券知识图谱/知识库、复盘所有NLP比赛的TOP方案、OpenCLaP:多领域开源中文预训练语言模型仓库、UER:基于不同语料+编码器+目标任务的中文预训练模型仓库、中文自然语言处理向量合集、基于金融-司法领域(兼有闲聊性质)的聊天机器人、g2pC:基于上下文的汉语读音自动标记模块、Zincbase 知识图谱构建工具包、诗歌质量评价/细粒度情感诗歌语料库、快速转化「中文数字」和「阿拉伯数字」、百度知道问答语料库、基于知识图谱的问答系统、jieba_fast 加速版的jieba、正则表达式教程、中文阅读理解数据集、基于BERT等最新语言模型的抽取式摘要提取、Python利用深度学习进行文本摘要的综合指南、知识图谱深度学习相关资料整理、维基大规模平行文本语料、StanfordNLP 0.2.0:纯Python版自然语言处理包、NeuralNLP-NeuralClassifier:腾讯开源深度学习文本分类工具、端到端的封闭域对话系统、中文命名实体识别:NeuroNER vs. BertNER、新闻事件线索抽取、2019年百度的三元组抽取比赛:“科学空间队”源码、基于依存句法的开放域文本知识三元组抽取和知识库构建、中文的GPT2训练代码、ML-NLP - 机器学习(Machine Learning)NLP面试中常考到的知识点和代码实现、nlp4han:中文自然语言处理工具集(断句/分词/词性标注/组块/句法分析/语义分析/NER/N元语法/HMM/代词消解/情感分析/拼写检查、XLM:Facebook的跨语言预训练语言模型、用基于BERT的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取、中文自然语言处理相关的开放任务-数据集-当前最佳结果、CoupletAI - 基于CNN+Bi-LSTM+Attention 的自动对对联系统、抽象知识图谱、MiningZhiDaoQACorpus - 580万百度知道问答数据挖掘项目、brat rapid annotation tool: 序列标注工具、大规模中文知识图谱数据:1.4亿实体、数据增强在机器翻译及其他nlp任务中的应用及效果、allennlp阅读理解:支持多种数据和模型、PDF表格数据提取工具 、 Graphbrain:AI开源软件库和科研工具,目的是促进自动意义提取和文本理解以及知识的探索和推断、简历自动筛选系统、基于命名实体识别的简历自动摘要、中文语言理解测评基准,包括代表性的数据集&基准模型&语料库&排行榜、树洞 OCR 文字识别 、从包含表格的扫描图片中识别表格和文字、语声迁移、Python口语自然语言处理工具集(英文)、 similarity:相似度计算工具包,java编写、海量中文预训练ALBERT模型 、Transformers 2.0 、基于大规模音频数据集Audioset的音频增强 、Poplar:网页版自然语言标注工具、图片文字去除,可用于漫画翻译 、186种语言的数字叫法库、Amazon发布基于知识的人-人开放领域对话数据集 、中文文本纠错模块代码、繁简体转换 、 Python实现的多种文本可读性评价指标、类似于人名/地名/组织机构名的命名体识别数据集 、东南大学《知识图谱》研究生课程(资料)、. 英文拼写检查库 、 wwsearch是企业微信后台自研的全文检索引擎、CHAMELEON:深度学习新闻推荐系统元架构 、 8篇论文梳理BERT相关模型进展与反思、DocSearch:免费文档搜索引擎、 LIDA:轻量交互式对话标注工具 、aili - the fastest in-memory index in the East 东半球最快并发索引 、知识图谱车音工作项目、自然语言生成资源大全 、中日韩分词库mecab的Python接口库、中文文本摘要/关键词提取、汉字字符特征提取器 (featurizer),提取汉字的特征(发音特征、字形特征)用做深度学习的特征、中文生成任务基准测评 、中文缩写数据集、中文任务基准测评 - 代表性的数据集-基准(预训练)模型-语料库-baseline-工具包-排行榜、PySS3:面向可解释AI的SS3文本分类器机器可视化工具 、中文NLP数据集列表、COPE - 格律诗编辑程序、doccano:基于网页的开源协同多语言文本标注工具 、PreNLP:自然语言预处理库、简单的简历解析器,用来从简历中提取关键信息、用于中文闲聊的GPT2模型:GPT2-chitchat、基于检索聊天机器人多轮响应选择相关资源列表(Leaderboards、Datasets、Papers)、(Colab)抽象文本摘要实现集锦(教程 、词语拼音数据、高效模糊搜索工具、NLP数据增广资源集、微软对话机器人框架 、 GitHub Typo Corpus:大规模GitHub多语言拼写错误/语法错误数据集、TextCluster:短文本聚类预处理模块 Short text cluster、面向语音识别的中文文本规范化、BLINK:最先进的实体链接库、BertPunc:基于BERT的最先进标点修复模型、Tokenizer:快速、可定制的文本词条化库、中文语言理解测评基准,包括代表性的数据集、基准(预训练)模型、语料库、排行榜、spaCy 医学文本挖掘与信息提取 、 NLP任务示例项目代码集、 python拼写检查库、chatbot-list - 行业内关于智能客服、聊天机器人的应用和架构、算法分享和介绍、语音质量评价指标(MOSNet, BSSEval, STOI, PESQ, SRMR)、 用138GB语料训练的法文RoBERTa预训练语言模型 、BERT-NER-Pytorch:三种不同模式的BERT中文NER实验、无道词典 - 有道词典的命令行版本,支持英汉互查和在线查询、2019年NLP亮点回顾、 Chinese medical dialogue data 中文医疗对话数据集 、最好的汉字数字(中文数字)-阿拉伯数字转换工具、 基于百科知识库的中文词语多词义/义项获取与特定句子词语语义消歧、awesome-nlp-sentiment-analysis - 情感分析、情绪原因识别、评价对象和评价词抽取、LineFlow:面向所有深度学习框架的NLP数据高效加载器、中文医学NLP公开资源整理 、MedQuAD:(英文)医学问答数据集、将自然语言数字串解析转换为整数和浮点数、Transfer Learning in Natural Language Processing (NLP) 、面向语音识别的中文/英文发音辞典、Tokenizers:注重性能与多功能性的最先进分词器、CLUENER 细粒度命名实体识别 Fine Grained Named Entity Recognition、 基于BERT的中文命名实体识别、中文谣言数据库、NLP数据集/基准任务大列表、nlp相关的一些论文及代码, 包括主题模型、词向量(Word Embedding)、命名实体识别(NER)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算等,涉及到各种与nlp相关的算法,基于keras和tensorflow 、Python文本挖掘/NLP实战示例、 Blackstone:面向非结构化法律文本的spaCy pipeline和NLP模型通过同义词替换实现文本“变脸” 、中文 预训练 ELECTREA 模型: 基于对抗学习 pretrain Chinese Model 、albert-chinese-ner - 用预训练语言模型ALBERT做中文NER 、基于GPT2的特定主题文本生成/文本增广、开源预训练语言模型合集、多语言句向量包、编码、标记和实现:一种可控高效的文本生成方法、 英文脏话大列表 、attnvis:GPT2、BERT等transformer语言模型注意力交互可视化、CoVoST:Facebook发布的多语种语音-文本翻译语料库,包括11种语言(法语、德语、荷兰语、俄语、西班牙语、意大利语、土耳其语、波斯语、瑞典语、蒙古语和中文)的语音、文字转录及英文译文、Jiagu自然语言处理工具 - 以BiLSTM等模型为基础,提供知识图谱关系抽取 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要 文本聚类等功能、用unet实现对文档表格的自动检测,表格重建、NLP事件提取文献资源列表 、 金融领域自然语言处理研究资源大列表、CLUEDatasetSearch - 中英文NLP数据集:搜索所有中文NLP数据集,附常用英文NLP数据集 、medical_NER - 中文医学知识图谱命名实体识别 、(哈佛)讲因果推理的免费书、知识图谱相关学习资料/数据集/工具资源大列表、Forte:灵活强大的自然语言处理pipeline工具集 、Python字符串相似性算法库、PyLaia:面向手写文档分析的深度学习工具包、TextFooler:针对文本分类/推理的对抗文本生成模块、Haystack:灵活、强大的可扩展问答(QA)框架、中文关键短语抽取工具
- scikit-learn/scikit-learn - scikit-learn: machine learning in Python
- psf/requests - A simple, yet elegant, HTTP library.
- ageitgey/face_recognition - The world's simplest facial recognition api for Python and the command line
- localstack/localstack - 💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
- xtekky/gpt4free - The official gpt4free repository | various collection of powerful language models
- Textualize/rich - Rich is a Python library for rich text and beautiful formatting in the terminal.
- faif/python-patterns - A collection of design patterns/idioms in Python
- LAION-AI/Open-Assistant - OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
- getsentry/sentry - Developer-first error tracking and performance monitoring
- satwikkansal/wtfpython - What the f*ck Python? 😱
- psf/black - The uncompromising Python code formatter
- gto76/python-cheatsheet - Comprehensive Python Cheatsheet
- apache/airflow - Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
- certbot/certbot - Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol.
- httpie/cli - 🥧 HTTPie CLI — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more.
- tornadoweb/tornado - Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
- kovidgoyal/kitty - Cross-platform, fast, feature-rich, GPU based terminal
- matplotlib/matplotlib - matplotlib: plotting with Python
- reddit-archive/reddit - historical code from reddit.com
- python/mypy - Optional static typing for Python
- joke2k/faker - Faker is a Python package that generates fake data for you.
- cool-RR/PySnooper - Never use print for debugging again
- ManimCommunity/manim - A community-maintained Python framework for creating mathematical animations.
- ipython/ipython - Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
- twintproject/twint - An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations.
- trekhleb/learn-python - 📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.
- plotly/plotly.py - The interactive graphing library for Python ✨ This project now includes Plotly Express!
- OpenEthan/SMSBoom - 短信轰炸/短信测压/ | 一个健壮免费的python短信轰炸程序,专门炸坏蛋蛋,百万接口,多线程全自动添加有效接口,支持异步协程百万并发,全免费的短信轰炸工具!!hongkonger开发全网首发!!
- Ciphey/Ciphey - ⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡
- aio-libs/aiohttp - Asynchronous HTTP client/server framework for asyncio and Python
- pyecharts/pyecharts - 🎨 Python Echarts Plotting Library
- Yorko/mlcourse.ai - Open Machine Learning Course
- seatgeek/fuzzywuzzy - Fuzzy String Matching in Python
- pypa/pip - The Python package installer
- OpenMined/PySyft - Perform data science on data that remains in someone else's server
- statsmodels/statsmodels - Statsmodels: statistical modeling and econometrics in Python
- 30-seconds/30-seconds-of-python - Short Python code snippets for all your development needs
- httpie/http-prompt - An interactive command-line HTTP and API testing client built on top of HTTPie featuring autocomplete, syntax highlighting, and more. https://twitter.com/httpie
- kkroening/ffmpeg-python - Python bindings for FFmpeg - with complex filtering support
- sloria/TextBlob - Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
- injetlee/Python - Python脚本。模拟登录知乎, 爬虫,操作excel,微信公众号,远程开机
- encode/starlette - The little ASGI framework that shines. 🌟
- optuna/optuna - A hyperparameter optimization framework
- caronc/apprise - Apprise - Push Notifications that work with just about every platform!
- asweigart/pyautogui - A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.
- fail2ban/fail2ban - Daemon to ban hosts that cause multiple authentication errors
- prowler-cloud/prowler - Prowler is an Open Source Security tool for AWS, Azure and GCP to perform Cloud Security best practices assessments, audits, incident response, compliance, continuous monitoring, hardening and forensics readiness. Includes CIS, NIST 800, NIST CSF, CISA, FedRAMP, PCI-DSS, GDPR, HIPAA, FFIEC, SOC2, GXP, Well-Architected Security, ENS and more.
- kornia/kornia - Computer Vision and Robotics Library for AI
- prompt-toolkit/python-prompt-toolkit - Library for building powerful interactive command line applications in Python
- clips/pattern - Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
- gventuri/pandas-ai - PandasAI is the Python library that integrates Gen AI into pandas, making data analysis conversational
- dagster-io/dagster - An orchestration platform for the development, production, and observation of data assets.
- altair-viz/altair - Declarative statistical visualization library for Python
- langgenius/dify - One API for plugins and datasets, one interface for prompt engineering and visual operation, all for creating powerful AI applications.
- TomSchimansky/CustomTkinter - A modern and customizable python UI-library based on Tkinter
- hardikvasa/google-images-download - Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!
- cython/cython - The most widely used Python to C compiler
- robotframework/robotframework - Generic automation framework for acceptance testing and RPA
- boto/boto3 - AWS SDK for Python
- pennersr/django-allauth - Integrated set of Django applications addressing authentication, registration, account management as well as 3rd party (social) account authentication.
- doccano/doccano - Open source annotation tool for machine learning practitioners.
- MorvanZhou/Reinforcement-learning-with-tensorflow - Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
- miguelgrinberg/flasky - Companion code to my O'Reilly book "Flask Web Development", second edition.
- LonamiWebs/Telethon - Pure Python 3 MTProto API Telegram client library, for bots too!
- pyro-ppl/pyro - Deep universal probabilistic programming with Python and PyTorch
- bottlepy/bottle - bottle.py is a fast and simple micro-framework for python web-applications.
- rbgirshick/py-faster-rcnn - Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
- docopt/docopt - Pythonic command line arguments parser, that will make you smile
- n1nj4sec/pupy - Pupy is an opensource, cross-platform (Windows, Linux, OSX, Android) C2 and post-exploitation framework written in python and C
- benbusby/whoogle-search - A self-hosted, ad-free, privacy-respecting metasearch engine
- Jack-Cherish/Machine-Learning - ⚡机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归
- gelstudios/gitfiti - abusing github commit history for the lulz
- Jack-Cherish/PythonPark - Python 开源项目之「自学编程之路」,保姆级教程:AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。
- graphql-python/graphene - GraphQL framework for Python
- pymc-devs/pymc - Bayesian Modeling in Python
- sqlalchemy/sqlalchemy - The Database Toolkit for Python
- crazyguitar/pysheeet - Python Cheat Sheet
- readthedocs/readthedocs.org - The source code that powers readthedocs.org
- jofpin/trape - People tracker on the Internet: OSINT analysis and research tool by Jose Pino
- lazyprogrammer/machine_learning_examples - A collection of machine learning examples and tutorials.
- Porchetta-Industries/CrackMapExec - A swiss army knife for pentesting networks
- samshadwell/TrumpScript - Make Python great again
- jupyterhub/jupyterhub - Multi-user server for Jupyter notebooks
- brycedrennan/imaginAIry - AI imagined images. Pythonic generation of images.
- xonsh/xonsh - 🐚 Python-powered, cross-platform, Unix-gazing shell.
- lbryio/lbry-sdk - The LBRY SDK for building decentralized, censorship resistant, monetized, digital content apps.
- ajenti/ajenti - Ajenti Core and stock plugins
- kennethreitz/records - SQL for Humans™
- encode/uvicorn - An ASGI web server, for Python. 🦄
- Netflix/metaflow - 🚀 Build and manage real-life data science projects with ease!
- activeloopai/deeplake - Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
- hyperopt/hyperopt - Distributed Asynchronous Hyperparameter Optimization in Python
- lutris/lutris - Lutris desktop client in Python / PyGObject
- pyeve/eve - REST API framework designed for human beings
- pallets/werkzeug - The comprehensive WSGI web application library.
- lining0806/PythonSpiderNotes - Python入门网络爬虫之精华版
- pythonstock/stock - stock,股票系统。使用python进行开发。
- 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.
- MagicStack/asyncpg - A fast PostgreSQL Database Client Library for Python/asyncio.
- worldveil/dejavu - Audio fingerprinting and recognition in Python
- b-ryan/powerline-shell - A beautiful and useful prompt for your shell
- reorx/httpstat - curl statistics made simple
- sammchardy/python-binance - Binance Exchange API python implementation for automated trading
- openatx/uiautomator2 - Android Uiautomator2 Python Wrapper
- tyiannak/pyAudioAnalysis - Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
- cchen156/Learning-to-See-in-the-Dark - Learning to See in the Dark. CVPR 2018
- karpathy/neuraltalk - NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.
- stamparm/maltrail - Malicious traffic detection system
- zauberzeug/nicegui - Create web-based user interfaces with Python. The nice way.
- dpkp/kafka-python - Python client for Apache Kafka
- DEAP/deap - Distributed Evolutionary Algorithms in Python
- aidlearning/AidLearning-FrameWork - 🔥🔥🔥AidLearning is a powerful AIOT development platform, AidLearning builds a linux env supporting GUI, deep learning and visual IDE on Android...Now Aid supports CPU+GPU+NPU for inference with high performance acceleration...Linux on Android or HarmonyOS
- bottlesdevs/Bottles - Run Windows software and games on Linux
- roboflow/supervision - We write your reusable computer vision tools. 💜
- martinblech/xmltodict - Python module that makes working with XML feel like you are working with JSON
- jd/tenacity - Retrying library for Python
- Ultimaker/Cura - 3D printer / slicing GUI built on top of the Uranium framework
- pdm-project/pdm - A modern Python package and dependency manager supporting the latest PEP standards
- twisted/twisted - Event-driven networking engine written in Python.
- donnemartin/saws - A supercharged AWS command line interface (CLI).
- oppia/oppia - A free, online learning platform to make quality education accessible for all.
- miguelgrinberg/Flask-SocketIO - Socket.IO integration for Flask applications.
- euske/pdfminer - Python PDF Parser (Not actively maintained). Check out pdfminer.six.
- madmaze/pytesseract - A Python wrapper for Google Tesseract
- buildbot/buildbot - Python-based continuous integration testing framework; your pull requests are more than welcome!
- fogleman/Minecraft - Simple Minecraft-inspired program using Python and Pyglet
- neuml/txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
- Tautulli/Tautulli - A Python based monitoring and tracking tool for Plex Media Server.
- pytransitions/transitions - A lightweight, object-oriented finite state machine implementation in Python with many extensions
- ricequant/rqalpha - A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities
- nadermx/backgroundremover - Background Remover lets you Remove Background from images and video using AI with a simple command line interface that is free and open source.
- mdbloice/Augmentor - Image augmentation library in Python for machine learning.
- ujjwalkarn/DataSciencePython - common data analysis and machine learning tasks using python
- minimaxir/textgenrnn - Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.
- ijl/orjson - Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
- mininet/mininet - Emulator for rapid prototyping of Software Defined Networks
- PyCQA/pycodestyle - Simple Python style checker in one Python file
- python-attrs/attrs - Python Classes Without Boilerplate
- qiyuangong/leetcode - Python & JAVA Solutions for Leetcode
- prompt-toolkit/ptpython - A better Python REPL
- jesse-ai/jesse - An advanced crypto trading bot written in Python
- lukas-blecher/LaTeX-OCR - pix2tex: Using a ViT to convert images of equations into LaTeX code.
- pdfminer/pdfminer.six - Community maintained fork of pdfminer - we fathom PDF
- 0x5e/wechat-deleted-friends - 查看被删的微信好友
- gregmalcolm/python_koans - Python Koans - Learn Python through TDD
- lux-org/lux - Automatically visualize your pandas dataframe via a single print! 📊 💡
- 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:
- idealo/imagededup - 😎 Finding duplicate images made easy!
- rsalmei/alive-progress - A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
- coleifer/huey - a little task queue for python
- nameko/nameko - Python framework for building microservices
- pypa/virtualenv - Virtual Python Environment builder
- dsdanielpark/Bard-API - The unofficial python package that returns response of Google Bard through cookie value.
- audreyfeldroy/cookiecutter-pypackage - Cookiecutter template for a Python package.
- lepture/authlib - The ultimate Python library in building OAuth, OpenID Connect clients and servers. JWS,JWE,JWK,JWA,JWT included.
- nvdv/vprof - Visual profiler for Python
- astropy/astropy - Astronomy and astrophysics core library
- lincolnloop/python-qrcode - Python QR Code image generator
- aaPanel/BaoTa - 宝塔Linux面板 - 简单好用的服务器运维面板
- tmux-python/tmuxp - 🖥️ tmux session manager. built on libtmux
- r0x0r/pywebview - Build GUI for your Python program with JavaScript, HTML, and CSS
- Bogdanp/dramatiq - A fast and reliable background task processing library for Python 3.
- Johnserf-Seed/TikTokDownload - 抖音去水印批量下载用户主页作品、喜欢、收藏、图文、音频
- gaogaotiantian/viztracer - VizTracer is a low-overhead logging/debugging/profiling tool that can trace and visualize your python code execution.
- 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).
- taoufik07/responder - A familiar HTTP Service Framework for Python.
- wookayin/gpustat - 📊 A simple command-line utility for querying and monitoring GPU status
- ssut/py-googletrans - (unofficial) Googletrans: Free and Unlimited Google translate API for Python. Translates totally free of charge.
- gaubert/gmvault - gmail backup software
- motioneye-project/motioneye - A web frontend for the motion daemon.
- miguelgrinberg/python-socketio - Python Socket.IO server and client
- TarrySingh/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials - A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
- mherrmann/selenium-python-helium - Selenium-python but lighter: Helium is the best Python library for web automation.
- coala/coala - coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming languages you use.
- boppreh/keyboard - Hook and simulate global keyboard events on Windows and Linux.
- oauthlib/oauthlib - A generic, spec-compliant, thorough implementation of the OAuth request-signing logic
- sc0tfree/updog - Updog is a replacement for Python's SimpleHTTPServer. It allows uploading and downloading via HTTP/S, can set ad hoc SSL certificates and use http basic auth.
- python-gino/gino - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core.
- fbdesignpro/sweetviz - Visualize and compare datasets, target values and associations, with one line of code.
- tslearn-team/tslearn - A machine learning toolkit dedicated to time-series data
- PegasusWang/python_data_structures_and_algorithms - Python 中文数据结构和算法教程
- eth-brownie/brownie - A Python-based development and testing framework for smart contracts targeting the Ethereum Virtual Machine.
- jschneier/django-storages - https://django-storages.readthedocs.io/
- lightly-ai/lightly - A python library for self-supervised learning on images.
- cobbler/cobbler - Cobbler is a versatile Linux deployment server
- justinzm/gopup - 数据接口:百度、谷歌、头条、微博指数,宏观数据,利率数据,货币汇率,千里马、独角兽公司,新闻联播文字稿,影视票房数据,高校名单,疫情数据…
- pdfarranger/pdfarranger - Small python-gtk application, which helps the user to merge or split PDF documents and rotate, crop and rearrange their pages using an interactive and intuitive graphical interface.
- crossbario/autobahn-python - WebSocket and WAMP in Python for Twisted and asyncio
- laike9m/Cyberbrain - Python debugging, redefined.
- pycrypto/pycrypto - The Python Cryptography Toolkit
- CadQuery/cadquery - A python parametric CAD scripting framework based on OCCT
- Fizzadar/pyinfra - pyinfra automates infrastructure super fast at massive scale. It can be used for ad-hoc command execution, service deployment, configuration management and more.
- mewwts/addict - The Python Dict that's better than heroin.
- presslabs/gitfs - Version controlled file system
- pantsbuild/pex - A tool for generating .pex (Python EXecutable) files, lock files and venvs.
- asyml/texar - Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/
- sunscrapers/djoser - REST implementation of Django authentication system.
- dcos/dcos - DC/OS - The Datacenter Operating System
- ccxt/ccxt - A JavaScript / TypeScript / Python / C# / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges
- sqlmapproject/sqlmap - Automatic SQL injection and database takeover tool
- wting/autojump - A cd command that learns - easily navigate directories from the command line
- microsoft/nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
- searx/searx - Privacy-respecting metasearch engine
- networkx/networkx - Network Analysis in Python
- Python-World/python-mini-projects - A collection of simple python mini projects to enhance your python skills
- netbox-community/netbox - The premier source of truth powering network automation. Open source under Apache 2. Public demo: https://demo.netbox.dev
- sivel/speedtest-cli - Command line interface for testing internet bandwidth using speedtest.net
- tiangolo/full-stack-fastapi-postgresql - Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more.
- PrefectHQ/prefect - Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines
- ShangtongZhang/reinforcement-learning-an-introduction - Python Implementation of Reinforcement Learning: An Introduction
- spotDL/spotify-downloader - Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found).
- albumentations-team/albumentations - Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
- shengqiangzhang/examples-of-web-crawlers - 一些非常有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、微信读书、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are friendly to beginners. )
- waditu/tushare - TuShare is a utility for crawling historical data of China stocks
- wifiphisher/wifiphisher - The Rogue Access Point Framework
- beetbox/beets - music library manager and MusicBrainz tagger
- dbcli/pgcli - Postgres CLI with autocompletion and syntax highlighting
- sympy/sympy - A computer algebra system written in pure Python
- dbader/schedule - Python job scheduling for humans.
- encode/httpx - A next generation HTTP client for Python. 🦋
- pre-commit/pre-commit - A framework for managing and maintaining multi-language pre-commit hooks.
- openai/openai-python - The OpenAI Python library provides convenient access to the OpenAI API from applications written in the Python language.
- sfyc23/EverydayWechat - 微信助手:1.每日定时给好友(女友)发送定制消息。2.机器人自动回复好友。3.群助手功能(例如:查询垃圾分类、天气、日历、电影实时票房、快递物流、PM2.5等)
- Nuitka/Nuitka - Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.4, 3.5, 3.6, 3.7, 3.8, 3.9, 3.10, and 3.11. You feed it your Python app, it does a lot of clever things, and spits out an executable or extension module.
- rushter/MLAlgorithms - Minimal and clean examples of machine learning algorithms implementations
- falconry/falcon - The no-magic web data plane API and microservices framework for Python developers, with a focus on reliability, correctness, and performance at scale.
- microsoft/playwright-python - Python version of the Playwright testing and automation library.
- EpistasisLab/tpot - A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
- ludwig-ai/ludwig - Low-code framework for building custom LLMs, neural networks, and other AI models
- pytube/pytube - A lightweight, dependency-free Python library (and command-line utility) for downloading YouTube Videos.
- secdev/scapy - Scapy: the Python-based interactive packet manipulation program & library. Supports Python 2 & Python 3.
- streamlink/streamlink - Streamlink is a CLI utility which pipes video streams from various services into a video player
- keras-team/autokeras - AutoML library for deep learning
- numba/numba - NumPy aware dynamic Python compiler using LLVM
- kedro-org/kedro - Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
- paramiko/paramiko - The leading native Python SSHv2 protocol library.
- arrow-py/arrow - 🏹 Better dates & times for Python
- OlafenwaMoses/ImageAI - A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
- kivy/python-for-android - Turn your Python application into an Android APK
- jackzhenguo/python-small-examples - 告别枯燥,致力于打造 Python 实用小例子,更多Python良心教程见 Python中文网 http://www.zglg.work
- Uberi/speech_recognition - Speech recognition module for Python, supporting several engines and APIs, online and offline.
- jupyter/docker-stacks - Ready-to-run Docker images containing Jupyter applications
- donnemartin/gitsome - A supercharged Git/GitHub command line interface (CLI). An official integration for GitHub and GitHub Enterprise: https://github.com/works-with/category/desktop-tools
- catboost/catboost - A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
- tensorlayer/TensorLayer - Deep Learning and Reinforcement Learning Library for Scientists and Engineers
- serengil/deepface - A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
- 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
- cupy/cupy - NumPy & SciPy for GPU
- dataabc/weiboSpider - 新浪微博爬虫,用python爬取新浪微博数据
- wandb/wandb - 🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
- jazzband/pip-tools - A set of tools to keep your pinned Python dependencies fresh.
- houtianze/bypy - Python client for Baidu Yun (Personal Cloud Storage) 百度云/百度网盘Python客户端
- kubernetes-client/python - Official Python client library for kubernetes
- NicolasHug/Surprise - A Python scikit for building and analyzing recommender systems
- Shougo/deoplete.nvim - 🌠 Dark powered asynchronous completion framework for neovim/Vim8
- sphinx-doc/sphinx - The Sphinx documentation generator
- mage-ai/mage-ai - 🧙 The modern replacement for Airflow. Build, run, and manage data pipelines for integrating and transforming data.
- nteract/papermill - 📚 Parameterize, execute, and analyze notebooks
- agronholm/apscheduler - Task scheduling library for Python
- navdeep-G/setup.py - 📦 A Human's Ultimate Guide to setup.py.
- nonebot/nonebot2 - 跨平台 Python 异步聊天机器人框架 / Asynchronous multi-platform chatbot framework written in Python
- GreyDGL/PentestGPT - A GPT-empowered penetration testing tool
- cloudtools/troposphere - troposphere - Python library to create AWS CloudFormation descriptions
- vitalik/django-ninja - 💨 Fast, Async-ready, Openapi, type hints based framework for building APIs
- serge-chat/serge - A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API.
- NullArray/AutoSploit - Automated Mass Exploiter
- ajalt/fuckitpy - The Python error steamroller.
- feast-dev/feast - Feature Store for Machine Learning
- jpadilla/pyjwt - JSON Web Token implementation in Python
- moranzcw/Computer-Networking-A-Top-Down-Approach-NOTES - 《计算机网络-自顶向下方法(原书第6版)》编程作业,Wireshark实验文档的翻译和解答。
- vyperlang/vyper - Pythonic Smart Contract Language for the EVM
- michael-lazar/rtv - Browse Reddit from your terminal
- pudo/dataset - Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.
- hylang/hy - A dialect of Lisp that's embedded in Python
- careercup/CtCI-6th-Edition-Python - Cracking the Coding Interview 6th Ed. Python Solutions
- CharlesPikachu/Games - Games: Create interesting games in pure python.
- cookiecutter-flask/cookiecutter-flask - A flask template with Bootstrap, asset bundling+minification with webpack, starter templates, and registration/authentication. For use with cookiecutter.
- Netflix/security_monkey - Security Monkey monitors AWS, GCP, OpenStack, and GitHub orgs for assets and their changes over time.
- taojy123/KeymouseGo - 类似按键精灵的鼠标键盘录制和自动化操作 模拟点击和键入 | automate mouse clicks and keyboard input
- MorvanZhou/Tensorflow-Tutorial - Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
- jazzband/tablib - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.
- pre-commit/pre-commit-hooks - Some out-of-the-box hooks for pre-commit
- python-jsonschema/jsonschema - An implementation of the JSON Schema specification for Python
- EvanLi/Github-Ranking - ⭐Github Ranking⭐ Github stars and forks ranking list. Github Top100 stars list of different languages. Automatically update daily. | Github仓库排名,每日自动更新
- facebookincubator/AITemplate - AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.
- graphql-python/graphene-django - Build powerful, efficient, and flexible GraphQL APIs with seamless Django integration.
- Kr1s77/Python-crawler-tutorial-starts-from-zero - python爬虫教程,带你从零到一,包含js逆向,selenium, tesseract OCR识别,mongodb的使用,以及scrapy框架
- DistrictDataLabs/yellowbrick - Visual analysis and diagnostic tools to facilitate machine learning model selection.
- jamalex/notion-py - Unofficial Python API client for Notion.so
- pyinvoke/invoke - Pythonic task management & command execution.
- MongoEngine/mongoengine - A Python Object-Document-Mapper for working with MongoDB
- lk-geimfari/mimesis - Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.
- EstrellaXD/Auto_Bangumi - AutoBangumi - 全自动追番工具
- lark-parser/lark - Lark is a parsing toolkit for Python, built with a focus on ergonomics, performance and modularity.
- RomelTorres/alpha_vantage - A python wrapper for Alpha Vantage API for financial data.
- google/tf-quant-finance - High-performance TensorFlow library for quantitative finance.
- python/cpython - The Python programming language
- 3b1b/manim - Animation engine for explanatory math videos
- sherlock-project/sherlock - 🔎 Hunt down social media accounts by username across social networks
- httpie/httpie - 🥧 HTTPie for Terminal — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more.
- donnemartin/interactive-coding-challenges - 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
- facebookresearch/fairseq - Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
- python-poetry/poetry - Python packaging and dependency management made easy
- donnemartin/data-science-ipython-notebooks - Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
- google/jax - Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
- pypa/pipenv - Python Development Workflow for Humans.
- deezer/spleeter - Deezer source separation library including pretrained models.
- cookiecutter/cookiecutter - A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
- codelucas/newspaper - News, full-text, and article metadata extraction in Python 3. Advanced docs:
- ansible/awx - AWX provides a web-based user interface, REST API, and task engine built on top of Ansible. It is one of the upstream projects for Red Hat Ansible Automation Platform.
- wangshub/Douyin-Bot - 😍 Python 抖音机器人,论如何在抖音上找到漂亮小姐姐?
- qutebrowser/qutebrowser - A keyboard-driven, vim-like browser based on Python and Qt.
- Manisso/fsociety - fsociety Hacking Tools Pack – A Penetration Testing Framework
- simonw/datasette - An open source multi-tool for exploring and publishing data
- vaexio/vaex - Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
- seemoo-lab/opendrop - An open Apple AirDrop implementation written in Python
- matplotlib/cheatsheets - Official Matplotlib cheat sheets
- ParthJadhav/Tkinter-Designer - An easy and fast way to create a Python GUI 🐍
- bayesian-optimization/BayesianOptimization - A Python implementation of global optimization with gaussian processes.
- EZFNDEV/EZFN-Lobbybot - With EasyFNBot you can easily create you own Fortnite Lobby Bot in less than 5 minutes which will be online forever!
- gruns/icecream - 🍦 Never use print() to debug again.
- HypothesisWorks/hypothesis - Hypothesis is a powerful, flexible, and easy to use library for property-based testing.
- hugapi/hug - Embrace the APIs of the future. Hug aims to make developing APIs as simple as possible, but no simpler.
- saulpw/visidata - A terminal spreadsheet multitool for discovering and arranging data
- amoffat/sh - Python process launching
- robinhood/faust - Python Stream Processing
- domlysz/BlenderGIS - Blender addons to make the bridge between Blender and geographic data
- 1adrianb/face-alignment - 🔥 2D and 3D Face alignment library build using pytorch
- healthchecks/healthchecks - Open-source cron job and background task monitoring service, written in Python & Django
- wbt5/real-url - 获取斗鱼&虎牙&哔哩哔哩&抖音&快手等 58 个直播平台的真实流媒体地址(直播源)和弹幕,直播源可在 PotPlayer、flv.js 等播放器中播放。
- aws/aws-sam-cli - CLI tool to build, test, debug, and deploy Serverless applications using AWS SAM
- arc53/DocsGPT - GPT-powered chat for documentation, chat with your documents
- pyca/cryptography - cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.
- scikit-image/scikit-image - Image processing in Python
- QingdaoU/OnlineJudge - open source online judge based on Vue, Django and Docker. | 青岛大学开源 Online Judge | QQ群 496710125 | [email protected]
- davidhalter/jedi - Awesome autocompletion, static analysis and refactoring library for python
- fluentpython/example-code - Example code for the book Fluent Python, 1st Edition (O'Reilly, 2015)
- python-websockets/websockets - Library for building WebSocket servers and clients in Python
- spotipy-dev/spotipy - A light weight Python library for the Spotify Web API
- ReactiveX/RxPY - ReactiveX for Python
- huangsam/ultimate-python - Ultimate Python study guide for newcomers and professionals alike. 🐍 🐍 🐍
- MechanicalSoup/MechanicalSoup - A Python library for automating interaction with websites.
- Qix-/better-exceptions - Pretty and useful exceptions in Python, automatically.
- mozillazg/python-pinyin - 汉字转拼音(pypinyin)
- voxel51/fiftyone - The open-source tool for building high-quality datasets and computer vision models
- emre/storm - Manage your SSH like a boss.
- erikbern/ann-benchmarks - Benchmarks of approximate nearest neighbor libraries in Python
- mongodb/mongo-python-driver - PyMongo - the Official MongoDB Python driver
- ckan/ckan - CKAN is an open-source DMS (data management system) for powering data hubs and data portals. CKAN makes it easy to publish, share and use data. It powers catalog.data.gov, open.canada.ca/data, data.humdata.org among many other sites.
- donnemartin/haxor-news - Browse Hacker News like a haxor: A Hacker News command line interface (CLI).
- NervanaSystems/neon - Intel® Nervana™ reference deep learning framework committed to best performance on all hardware
- yahoo/TensorFlowOnSpark - TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.
- Lasagne/Lasagne - Lightweight library to build and train neural networks in Theano
- quantumlib/Cirq - A python framework for creating, editing, and invoking Noisy Intermediate Scale Quantum (NISQ) circuits.
- snipsco/snips-nlu - Snips Python library to extract meaning from text
- Sentdex/pygta5 - Explorations of Using Python to play Grand Theft Auto 5.
- dedupeio/dedupe - 🆔 A python library for accurate and scalable fuzzy matching, record deduplication and entity-resolution.
- spulec/freezegun - Let your Python tests travel through time
- aiogram/aiogram - aiogram is a modern and fully asynchronous framework for Telegram Bot API written in Python using asyncio
- microsoft/recommenders - Best Practices on Recommendation Systems
- SFTtech/openage - Free (as in freedom) open source clone of the Age of Empires II engine 🚀
- postmanlabs/httpbin - HTTP Request & Response Service, written in Python + Flask.
- meolu/walle-web - walle - 瓦力 Devops开源项目代码部署平台
- tiangolo/typer - Typer, build great CLIs. Easy to code. Based on Python type hints.
- allenai/allennlp - An open-source NLP research library, built on PyTorch.
- scipy/scipy - SciPy library main repository
- threat9/routersploit - Exploitation Framework for Embedded Devices
- airbytehq/airbyte - Data integration platform for ELT pipelines from APIs, databases & files to warehouses & lakes.
- matrix-org/synapse - Synapse: Matrix homeserver written in Python/Twisted.
- mwaskom/seaborn - Statistical data visualization in Python
- ydataai/ydata-profiling - 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
- cookiecutter/cookiecutter-django - Cookiecutter Django is a framework for jumpstarting production-ready Django projects quickly.
- TransformerOptimus/SuperAGI - <⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.
- deepset-ai/haystack - 🔍 Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-4, ChatGPT and alike). Haystack offers production-ready tools to quickly build complex question answering, semantic search, text generation applications, and more.
- pynecone-io/pynecone - 🕸 Web apps in pure Python 🐍
- dabeaz-course/practical-python - Practical Python Programming (course by @dabeaz)
- mopidy/mopidy - Mopidy is an extensible music server written in Python
- OctoPrint/OctoPrint - OctoPrint is the snappy web interface for your 3D printer!
- a1studmuffin/SpaceshipGenerator - A Blender script to procedurally generate 3D spaceships
- PyMySQL/PyMySQL - MySQL client library for Python
- lancopku/pkuseg-python - pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation
- theskumar/python-dotenv - Reads key-value pairs from a .env file and can set them as environment variables. It helps in developing applications following the 12-factor principles.
- isnowfy/snownlp - Python library for processing Chinese text
- brython-dev/brython - Brython (Browser Python) is an implementation of Python 3 running in the browser
- pwndbg/pwndbg - Exploit Development and Reverse Engineering with GDB Made Easy
- hugsy/gef - GEF (GDB Enhanced Features) - a modern experience for GDB with advanced debugging capabilities for exploit devs & reverse engineers on Linux
- nuno-faria/tiler - 👷 Build images with images
- onionshare/onionshare - Securely and anonymously share files, host websites, and chat with friends using the Tor network
- snorkel-team/snorkel - A system for quickly generating training data with weak supervision
- PyQt5/PyQt - PyQt Examples(PyQt各种测试和例子) PyQt4 PyQt5
- python-trio/trio - Trio – a friendly Python library for async concurrency and I/O
- OmkarPathak/pygorithm - A Python module for learning all major algorithms
- pytorch/ignite - High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
- googleapis/google-cloud-python - Google Cloud Client Library for Python
- gboeing/osmnx - Python for street networks. Download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.
- Baekalfen/PyBoy - Game Boy emulator written in Python
- twopirllc/pandas-ta - Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 130+ Indicators
- hacs/integration - HACS gives you a powerful UI to handle downloads of all your custom needs.
- fonttools/fonttools - A library to manipulate font files from Python.
- drathier/stack-overflow-import - Import arbitrary code from Stack Overflow as Python modules.
- WeblateOrg/weblate - Web based localization tool with tight version control integration.
- tortoise/tortoise-orm - Familiar asyncio ORM for python, built with relations in mind
- ansible-community/molecule - Molecule aids in the development and testing of Ansible content: collections, playbooks and roles
- kivy/kivy - Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS
- spyder-ide/spyder - Official repository for Spyder - The Scientific Python Development Environment
- luyishisi/Anti-Anti-Spider - 越来越多的网站具有反爬虫特性,有的用图片隐藏关键数据,有的使用反人类的验证码,建立反反爬虫的代码仓库,通过与不同特性的网站做斗争(无恶意)提高技术。(欢迎提交难以采集的网站)(因工作原因,项目暂停)
- eternnoir/pyTelegramBotAPI - Python Telegram bot api.
- e2b-dev/e2b - Developer-first AgentOps platform - deploy, test, and monitor AI agents
- r0oth3x49/udemy-dl - A cross-platform python based utility to download courses from udemy for personal offline use.
- slackapi/python-slack-sdk - Slack Developer Kit for Python
- Qiskit/qiskit-terra - Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and algorithms.
- awslabs/gluonts - Probabilistic time series modeling in Python
- JustAnotherArchivist/snscrape - A social networking service scraper in Python
- wechatpy/wechatpy - WeChat SDK for Python
- has2k1/plotnine - A grammar of graphics for Python
- trailofbits/manticore - Symbolic execution tool
- byt3bl33d3r/MITMf - Framework for Man-In-The-Middle attacks
- eudicots/Cactus - Static site generator for designers. Uses Python and Django templates.
- RhinoSecurityLabs/pacu - The AWS exploitation framework, designed for testing the security of Amazon Web Services environments.
- cleardusk/3DDFA - The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.
- encode/databases - Async database support for Python. 🗄
- binary-husky/gpt_academic - 为GPT/GLM提供图形交互界面,特别优化论文阅读润色体验,模块化设计支持自定义快捷按钮&函数插件,支持代码块表格显示,Tex公式双显示,新增Python和C++项目剖析&自译解功能,PDF/LaTex论文翻译&总结功能,支持并行问询多种LLM模型,支持清华chatglm等本地模型。兼容复旦MOSS, llama, rwkv, 盘古等。
- rougier/numpy-100 - 100 numpy exercises (with solutions)
- pyinstaller/pyinstaller - Freeze (package) Python programs into stand-alone executables
- coleifer/peewee - a small, expressive orm -- supports postgresql, mysql and sqlite
- tiangolo/sqlmodel - SQL databases in Python, designed for simplicity, compatibility, and robustness.
- NAStool/nas-tools - NAS媒体库管理工具
- fmfn/BayesianOptimization - A Python implementation of global optimization with gaussian processes.
- PyGithub/PyGithub - Typed interactions with the GitHub API v3
- mwouts/jupytext - Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts
- bee-san/pyWhat - 🐸 Identify anything. pyWhat easily lets you identify emails, IP addresses, and more. Feed it a .pcap file or some text and it'll tell you what it is! 🧙♀️
- msiemens/tinydb - TinyDB is a lightweight document oriented database optimized for your happiness :)
- Kozea/WeasyPrint - The awesome document factory
- python-kasa/python-kasa - 🏠🤖 Python API for TP-Link Kasa Smarthome products
- breuleux/jurigged - Hot reloading for Python
- ValvePython/steam - ☁️ Python package for interacting with Steam
- toastdriven/restless - A lightweight REST miniframework for Python.
- GradienceTeam/Gradience - Change the look of Adwaita, with ease
- tlsfuzzer/python-ecdsa - pure-python ECDSA signature/verification and ECDH key agreement
- tensorlayer/seq2seq-chatbot - Chatbot in 200 lines of code using TensorLayer
- bilelmoussaoui/Hardcode-Tray - Fixes Hardcoded tray icons in Linux
- nongiach/arm_now - arm_now is a qemu powered tool that allows instant setup of virtual machines on arm cpu, mips, powerpc, nios2, x86 and more, for reverse, exploit, fuzzing and programming purpose.
- vizzuhq/ipyvizzu - Build animated charts in Jupyter Notebook and similar environments with a simple Python syntax.
- eliasdabbas/advertools - advertools - online marketing productivity and analysis tools
- ergonomica/ergonomica - 🖥️ a cross-platform modern shell.
- vpj/python_autocomplete - A simple neural network for python autocompletion
- duydao/Text-Pastry - Extend the power of multiple selections in Sublime Text. Modify selections, insert numeric sequences, incremental numbers, generate uuids, date ranges, insert continuously from a word list and more.
- pyca/pyopenssl - A Python wrapper around the OpenSSL library
- iawia002/Lulu - [Unmaintained] A simple and clean video/music/image downloader 👾
- ITCoders/Human-detection-and-Tracking - Human-detection-and-Tracking
- couler-proj/couler - Unified Interface for Constructing and Managing Workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Apache Airflow.
- openstates/openstates-scrapers - source for Open States scrapers
- ShieldMnt/invisible-watermark - python library for invisible image watermark (blind image watermark)
- DMOJ/judge-server - Judging backend server for the DMOJ online judge.
- xnl-h4ck3r/xnLinkFinder - A python tool used to discover endpoints (and potential parameters) for a given target
- anthonynsimon/timeflake - Timeflake is a 128-bit, roughly-ordered, URL-safe UUID.
- yoavaviram/python-amazon-simple-product-api - A simple Python wrapper for the Amazon.com Product Advertising API ⛺
- googleapis/oauth2client - This is a Python library for accessing resources protected by OAuth 2.0.
- needleworm/bhban_rpa - <6개월 치 업무를 하루 만에 끝내는 업무 자동화(생능출판사, 2020)>의 예제 코드입니다. 파이썬을 한 번도 배워본 적 없는 분들을 위한 예제이며, 엑셀부터 디자인, 매크로, 크롤링까지 업무 자동화와 관련된 다양한 분야 예제가 제공됩니다.
- koenrh/delete-tweets - Delete tweets from your timeline.
- SlapBot/stephanie-va - Stephanie is an open-source platform built specifically for voice-controlled applications as well as to automate daily tasks imitating much of an virtual assistant's work.
- GamehunterKaan/AutoPWN-Suite - AutoPWN Suite is a project for scanning vulnerabilities and exploiting systems automatically.
- benelot/pybullet-gym - Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.
- tweepy/tweepy - Twitter for Python!
- darknessomi/musicbox - 网易云音乐命令行版本
- cyrus-and/gdb-dashboard - Modular visual interface for GDB in Python
- jerry-git/learn-python3 - Jupyter notebooks for teaching/learning Python 3
- openreplay/openreplay - 📺 OpenReplay is developer-friendly, open-source session replay.
- yzhao062/pyod - A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
- k4yt3x/video2x - A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley 2, 2018.
- Datalux/Osintgram - Osintgram is a OSINT tool on Instagram. It offers an interactive shell to perform analysis on Instagram account of any users by its nickname
- facebook/pyre-check - Performant type-checking for python.
- liuwons/wxBot - Python网页微信API
- ab77/netflix-proxy - Smart DNS proxy to watch Netflix
- Trusted-AI/adversarial-robustness-toolbox - Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
- podgorskiy/ALAE - [CVPR2020] Adversarial Latent Autoencoders
- bear/python-twitter - A Python wrapper around the Twitter API.
- wal-e/wal-e - Continuous Archiving for Postgres
- gaojiuli/toapi - Every web site provides APIs.
- urllib3/urllib3 - Python HTTP library with thread-safe connection pooling, file post support, user friendly, and more.
- rocky/python-uncompyle6 - A cross-version Python bytecode decompiler
- vispy/vispy - Main repository for Vispy
- brennerm/PyTricks - Collection of less popular features and tricks for the Python programming language
- nyaadevs/nyaa - Bittorrent software for cats
- praw-dev/praw - PRAW, an acronym for "Python Reddit API Wrapper", is a python package that allows for simple access to Reddit's API.
- knownsec/pocsuite3 - pocsuite3 is an open-sourced remote vulnerability testing framework developed by the Knownsec 404 Team.
- Anorov/cloudflare-scrape - A Python module to bypass Cloudflare's anti-bot page.
- cea-sec/miasm - Reverse engineering framework in Python
- what-studio/profiling - Was an interactive continuous Python profiler.
- joestump/python-oauth2 - A fully tested, abstract interface to creating OAuth clients and servers.
- MTrajK/coding-problems - Solutions for various coding/algorithmic problems and many useful resources for learning algorithms and data structures
- facebookarchive/python-instagram - Python Client for Instagram API
- golemfactory/clay - Golem is creating a global market for computing power.
- pyeve/cerberus - Lightweight, extensible data validation library for Python
- python-twitter-tools/twitter - Python Twitter API
- scipy-lectures/scipy-lecture-notes - Tutorial material on the scientific Python ecosystem
- jorisschellekens/borb - borb is a library for reading, creating and manipulating PDF files in python.
- prakhar1989/Algorithms - 💻 Data Structures and Algorithms in Python
- iswbm/magic-python - Python 黑魔法手册
- nalepae/pandarallel - A simple and efficient tool to parallelize Pandas operations on all available CPUs
- grantjenks/python-sortedcontainers - Python Sorted Container Types: Sorted List, Sorted Dict, and Sorted Set
- GerbenJavado/LinkFinder - A python script that finds endpoints in JavaScript files
- pydata/xarray - N-D labeled arrays and datasets in Python
- nabla-c0d3/sslyze - Fast and powerful SSL/TLS scanning library.
- rougier/matplotlib-cheatsheet - Matplotlib 3.1 cheat sheet.
- intoli/exodus - Painless relocation of Linux binaries–and all of their dependencies–without containers.
- aaugustin/websockets - Library for building WebSocket servers and clients in Python
- getsentry/responses - A utility for mocking out the Python Requests library.
- orchest/orchest - Build data pipelines, the easy way 🛠️
- je-suis-tm/quant-trading - Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Trading, RSI, Bollinger Bands, Parabolic SAR, Dual Thrust, Awesome, MACD
- evhub/coconut - Simple, elegant, Pythonic functional programming.
- Jack-Lee-Hiter/AlgorithmsByPython - 算法/数据结构/Python/剑指offer/机器学习/leetcode
- commixproject/commix - Automated All-in-One OS Command Injection Exploitation Tool.
- SecureAuthCorp/impacket - Impacket is a collection of Python classes for working with network protocols.
- py-pdf/PyPDF2 - A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files