graemeglass / one-python

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

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 (CV)

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

Optical Character Recognition (OCR)

pytesseract - A wrapper for Google Tesseract OCR.

Image processing

scikit-image - A collection of algorithms for image processing

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.

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.
- djangopackages - Excellent 3rd party django package collections.
Flask - A microframework for Python.

Utilities

Interactive Interpreter

IPython - A rich toolkit to help you make the most out of using Python interactively.
[jupyter notebook] (http://jupyter.org/) - A web application that allows you to create and share documents that contain live code.
[bpython] (http://www.bpython-interpreter.org) - A fancy interface to the Python interpreter for Linux, BSD, OS X and Windows.

Environment

virtualenv - A tool to create isolated Python environments.
- virtualenvwrapper - A set of extensions to virtualenv.

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

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