https://github.com/geekan/one-python

We don't need a lot of libraries. We just need the best ones. | Unofficial recommended first choice.
https://github.com/geekan/one-python

Last synced: 4 days ago
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We don't need a lot of libraries. We just need the best ones. | Unofficial recommended first choice.

• Host: GitHub
• URL: https://github.com/geekan/one-python
• Owner: geekan
• Created: 2015-06-25T07:29:55.000Z (over 9 years ago)
• Default Branch: master
• Last Pushed: 2020-10-06T11:19:55.000Z (about 4 years ago)
• Last Synced: 2024-08-01T19:43:34.615Z (3 months ago)
• Homepage:
• Size: 15.6 KB
• Stars: 729
• Watchers: 32
• Forks: 108
• Open Issues: 18
• Metadata Files:
  • Readme: README.md

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README

        
# one-python

We don't need [a lot of libraries](https://github.com/vinta/awesome-python). We just need the best ones.

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## Libraries

#### General Machine Learning

* [scikit-learn](http://scikit-learn.org/) - Simple and efficient tools for data mining and data analysis.

#### Machine Learning > Deep Learning

* [TensorFlow](https://www.tensorflow.org/) - Low-level (configurations over conventions) library for building deep learning data flow graphs.

#### Machine Learning > Deep Learning + Computer Vision

* [caffe](http://caffe.berkeleyvision.org/) - Deep learning framework made with expression, speed, and modularity in mind.

#### Optical Character Recognition (OCR)

* [pytesseract](https://github.com/madmaze/pytesseract) - A wrapper for Google Tesseract OCR.

#### Chinese Word Segmentation

* [jieba](https://github.com/fxsjy/jieba) - Chinese Words Segmentation Utilities.

#### Concurrency and Networking

* [gevent](http://www.gevent.org/) - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet).

#### HTTP Request

* [requests](https://github.com/kennethreitz/requests) - Python HTTP requests for humans.

#### Web Crawling

* [Scrapy](http://scrapy.org/) - A fast high-level screen scraping and web crawling framework.

#### Web Content Extracting

* [newspaper](https://github.com/codelucas/newspaper) - News extraction, article extraction and content curation in Python.

#### Scientific Computing

* [scipy](https://github.com/scipy/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](http://www.nltk.org/) - A suite of libraries and programs for symbolic and statistical natural language processing.

#### Markdown

* [mistune](https://github.com/lepture/mistune) - The fastest markdown parser in pure Python with renderer features, inspired by marked.

#### Data Analysis

* [pandas](http://pandas.pydata.org/) - A software library for data manipulation and analysis. In particular, it offers data structures and operations for manipulating numerical tables and time series.

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## Frameworks

* [Django](https://www.djangoproject.com/) - The most popular full featured web framework in Python.

    * [djangopackages](https://www.djangopackages.com/) - Excellent 3rd party django package collections.

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## Utilities

#### Interactive Interpreter

* [IPython](https://github.com/ipython/ipython) - A rich toolkit to help you make the most out of using Python interactively.

#### Environment

* [virtualenv](https://pypi.python.org/pypi/virtualenv) - A tool to create isolated Python environments.

    * [virtualenvwrapper](https://pypi.python.org/pypi/virtualenvwrapper) - A set of extensions to virtualenv.

#### IDE

* [PyCharm](https://www.jetbrains.com/pycharm/) - Commercial Python IDE based on the IntelliJ platform by JetBrains. Free community edition available.