/one-python

We don't need a lot of libraries. We just need the best ones. | Unofficial recommended first choice.

one-python

We don't need a lot of libraries. We just need the best ones.

Libraries

General Machine Learning

  • scikit-learn - Simple and efficient tools for data mining and data analysis.

Machine Learning > Deep Learning

  • TensorFlow - Low-level (configurations over conventions) library for building deep learning data flow graphs.

Machine Learning > Deep Learning + Computer Vision

  • caffe - Deep learning framework made with expression, speed, and modularity in mind.

Optical Character Recognition (OCR)

Chinese Word Segmentation

  • jieba - Chinese Words Segmentation Utilities.

Concurrency and Networking

  • gevent - A coroutine-based Python networking library that uses greenlet.

HTTP Request

  • requests - Python HTTP requests for humans.

Web Crawling

  • Scrapy - A fast high-level screen scraping and web crawling framework.

Web Content Extracting

  • newspaper - News extraction, article extraction and content curation in Python.

Scientific Computing

  • scipy - An open-source software for mathematics, science, and engineering. statistics, optimization, integration, linear algebra, Fourier transforms, signal and image processing, ODE solvers, and more.

Natural Language

  • nltk - A suite of libraries and programs for symbolic and statistical natural language processing.

Markdown

  • mistune - The fastest markdown parser in pure Python with renderer features, inspired by marked.

Data Analysis

  • pandas - A software library for data manipulation and analysis. In particular, it offers data structures and operations for manipulating numerical tables and time series.

Frameworks

  • Django - The most popular full featured web framework in Python.

Utilities

Interactive Interpreter

  • IPython - A rich toolkit to help you make the most out of using Python interactively.

Environment

IDE

  • PyCharm - Commercial Python IDE based on the IntelliJ platform by JetBrains. Free community edition available.

HTTP Client

  • httpie - A CLI, cURL-like tool for humans

Resource Downloader for Chinese Sites

  • iScript - Downloader for xiami.com, pan.baidu.com, 115.com, music.163.com, music.baidu.com, yunpan.cn, flvxz.com, bt torrent ↔ magnet, ed2k search, tumblr, unzip

Media contents downloader

  • You-Get - You-Get is a tiny command-line utility to download media contents (videos, audios, images) from the Web, in case there is no other handy way to do it.