Python ecosystem

Python 生态系统

Awesome

Awesome Python

Awesome Jupyter

Awesome Django

Awesome Pyramid

Awesome Flask

实现/编译器

• CPython
• Cython
• IronPython
• Jython
• PyPy
• Python.NET
• grumpy Go running Python, Google出品
• Pyston
• Numba
• Pyjion - A JIT for Python based upon CoreCLR
• MicroPython
• Stackless Python
• PeachPy - x86-64 assembler embedded in Python
• VOC A transpiler that converts Python code into Java bytecode

Web server

• Tornado
• gunicorn
• Werkzeug
• uWSGI
• gevent Coroutine-based concurrency library for Python

Web框架

Django vs Flask vs Pyramid: Choosing a Python Web Framework

• Django
• Flask
• Frappe
• Zope
• Pylons

包/扩展

• Python Package Index (PyPI)
• Python Packaging Authority (PyPA)
• PyPA @ GitHub

生产力工具

• PyCharm
• Spinnaker
• Virtualenv
• Weblate 本地化翻译支持

数据库存储

• BigchainDB
• Django and NoSQL
• FreeNAS 和 TrueNAS CORE/Enterprise/SCALE

GPU/FPGA/TPU

• PYNQ - Python productivity for Zynq
• Gunicorn

机器学习

• PyTorch
• TensorFlow Models
• Scikit-learn
• Theano
• Apache Airflow
• gensim Topic Modelling for Humans

数据科学

Top Python Libraries for Data Science, Data Visualization & Machine Learning 这里列举了 GitHub 上38个面向数据科学、数据可视化、机器学习的流行 Python 软件包。

• Anaconda python
• jupyter
• Pandas
• VisiData
• Open Mining
• Orange
• Apache Superset BI

数学

• SageMath
• NumPy

金融交易

• PyThalesians: Python Open Source Financial Library

监控

• Sentry application monitoring

企业应用

• odoo
• ERPNext
• Frepple
• Viewflow workflow library for Django
• Spiff Workflow

内容管理

• Plone
• Mezzanine
• wagtail
• Django CMS
• Shakal CMS

Admin/Dashboard

• Ajenti
• Xadmin
• Flask-Admin

物联网

• Python 物联网全栈开发经验教训共享
• MicroPython

互联网

• ZeroNet
• hopper.pw Free and open source dynamic DNS

数据中心

• OpenStack
• Ansible
• SaltStack
• Mist
• Python 基础架构团队

安全加密

• pyca/cryptography
• Paramiko SSHv2 协议纯 Python 实现

iOS/Android

• BeeWare Write once. Deploy everywhere.

REST API

• Django REST framework
• Eve

邮件

• Mailman

桌面GUI

• PyGTK
• Toga A Python native, OS native GUI toolkit.
• PyQt

游戏

• Ren'Py

天文学

• Astropy

图集

• 

  pyecharts