100 个最热门的 Python 项目
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow. http://keras.io/
Command-line program to download videos from YouTube.com and other video sites http://rg3.github.io/youtube-dl/
Learn how to design large-scale systems. Prep for the system design interview.
scikit-learn: machine learning in Python http://scikit-learn.org
A microframework based on Werkzeug, Jinja2 and good intentions http://flask.pocoo.org/
The Web framework for perfectionists with deadlines. https://www.djangoproject.com/
A complete and graceful API for Wechat. 微信个人号接口、微信机器人及命令行微信，三十行即可自定义个人号机器人。 http://itchat.readthedocs.io
Magnificent app which corrects your previous console command.
Based on a true story
Caffe: a fast open framework for deep learning. http://caffe.berkeleyvision.org/
No description, website, or topics provided.
Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy. Avoid writing scripts or custom code to deploy and update your applications— automate in a language that approaches plain English, using SSH, with no agents to install on remote systems. http://ansible.com/
Scrapy, a fast high-level web crawling & scraping framework for Python. https://scrapy.org
Elegant transition library for iOS & tvOS
⏬ Dumb downloader that scrapes the web https://you-get.org/
Modern command line HTTP client – user-friendly curl alternative with intuitive UI, JSON support, syntax highlighting, wget-like downloads, extensions, etc. https://httpie.org https://twitter.com/clihttp
get things from one computer to another, safely
Magenta: Music and Art Generation with Machine Intelligence
Tensors and Dynamic neural networks in Python with strong GPU acceleration http://pytorch.org
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more http://pandas.pydata.org
A Powerful Spider(Web Crawler) System in Python. http://docs.pyspider.org/
TensorFlow - A curated list of dedicated resources http://tensorflow.org
500 Lines or Less
Sentry is a cross-platform crash reporting and aggregation platform. https://sentry.io
Continually updated 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.
ChatterBot is a machine learning, conversational dialog engine for creating chat bots. http://chatterbot.readthedocs.io/
A collection of design patterns/idioms in Python
A toolkit for developing and comparing reinforcement learning algorithms. https://gym.openai.com/
Certbot, previously the Let's Encrypt Client, 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.
Apache Airflow (Incubating)
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;) http://camdavidsonpilon.github.io/Pro…
Face recognition with deep neural networks. http://cmusatyalab.github.io/openface/
Define and run multi-container applications with Docker https://docs.docker.com/compose/
PyTorch Tutorial for Deep Learning Researchers
Distributed Task Queue (development branch) http://celeryproject.org
Caffe2 is a lightweight, modular, and scalable deep learning framework. https://caffe2.ai
Interactive Web Plotting for Python http://bokeh.pydata.org/en/latest/
Python best practices guidebook, written for Humans. http://docs.python-guide.org
Python + Scrapy + MongoDB . 5 million data per day !!!
Code samples for my book "Neural Networks and Deep Learning"
Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation. http://www.deeplearning.net/software/…
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.
the code that powers reddit.com https://www.reddit.com/r/redditdev
A code-completion engine for Vim http://valloric.github.io/YouCompleteMe/
Topic Modelling for Humans http://radimrehurek.com/gensim/
Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. http://www.tornadoweb.org/
artistic QR Code in Python （Animated GIF qr code）- Python 艺术二维码生成器 （GIF动态二维码、图片二维码）
All Algorithms implemented in Python
Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. https://powerline.readthedocs.org/en/…
QQBot: A conversation robot base on Tencent's SmartQQ
The Big List of Naughty Strings is a list of strings which have a high probability of causing issues when used as user-input data.
NLTK Source http://nltk.org/
A practical guide to securing macOS.
Simple, Pythonic remote execution and deployment. http://fabfile.org
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
Silky smooth profiling for Django
Python job scheduling for humans. https://schedule.readthedocs.io/
A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. http://mycli.net
Superset is a data exploration platform designed to be visual, intuitive, and interactive
Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
Postgres CLI with autocompletion and syntax highlighting http://pgcli.com
Async http client/server framework (asyncio) http://aiohttp.readthedocs.io
Python composable command line utility http://click.pocoo.org/
Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS https://kivy.org
gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications. http://www.gunicorn.org
My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot
Universal Command Line Interface for Amazon Web Services
Project documentation with Markdown. http://www.mkdocs.org
The friendly PIL fork (Python Imaging Library) http://python-pillow.org
Redis Python Client
A cross-platform process and system utilities module for Python
Faker is a Python package that generates fake data for you. http://faker.rtfd.org
Python library for processing Chinese text
A Django content management system focused on flexibility and user experience http://wagtail.io
Chisel is a collection of LLDB commands to assist debugging iOS apps.
The Jinja2 template engine http://jinja.pocoo.org/
Visual scraping for Scrapy
Static site generator that supports Markdown and reST syntax. Powered by Python. http://getpelican.com/
Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here: https://repo.saltstack.com/
a small, expressive orm -- supports postgresql, mysql and sqlite http://docs.peewee-orm.com/
The leading native Python SSHv2 protocol library. http://paramiko.org
A flexible WSGI implementation and toolkit http://werkzeug.pocoo.org/
Official NetworkX source code repository. http://networkx.github.io
REST API framework designed for human beings http://python-eve.org
Python client for Baidu Yun (Personal Cloud Storage) 百度云/百度网盘Python客户端
Mail-in-a-Box helps individuals take back control of their email by defining a one-click, easy-to-deploy SMTP+everything else server: a mail server in a box. https://mailinabox.email/
music library manager and MusicBrainz tagger http://beets.io/
Fuzzy String Matching in Python http://chairnerd.seatgeek.com/fuzzywu…
Pythonic command line arguments parser, that will make you smile http://docopt.org
Twitter for Python! http://tweepy.org
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. http://ipython.org
Library for building powerful interactive command lines in Python