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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.

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

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