https://github.com/morvanzhou/tutorials

机器学习相关教程
https://github.com/morvanzhou/tutorials

machine-learning multiprocessing neural-network numpy python sklearn tensorflow theano threading

Last synced: 5 days ago
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机器学习相关教程

• Host: GitHub
• URL: https://github.com/morvanzhou/tutorials
• Owner: MorvanZhou
• License: mit
• Created: 2016-05-29T13:29:44.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2020-12-22T22:02:58.000Z (almost 4 years ago)
• Last Synced: 2024-12-17T14:05:46.945Z (5 days ago)
• Topics: machine-learning, multiprocessing, neural-network, numpy, python, sklearn, tensorflow, theano, threading
• Language: Python
• Homepage: https://morvanzhou.github.io/tutorials
• Size: 59.7 MB
• Stars: 11,942
• Watchers: 665
• Forks: 5,708
• Open Issues: 14
• Metadata Files:
  • Readme: README.md

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我是 周沫凡, [莫烦Python](https://mofanpy.com/) 只是谐音, 我喜欢制作,

分享所学的东西, 所以你能在这里找到很多有用的东西, 少走弯路. 你能在[这里](https://mofanpy.com/about/)找到关于我的所有东西.

## 这个 Python tutorial 的一些内容:

* [Python 基础](https://mofanpy.com/tutorials/python-basic/)

  * [基础](https://mofanpy.com/tutorials/python-basic/basic/)

  * [多线程 threading](https://mofanpy.com/tutorials/python-basic/threading/)

  * [多进程 multiprocessing](https://mofanpy.com/tutorials/python-basic/multiprocessing/)

  * [简单窗口 tkinter](https://mofanpy.com/tutorials/python-basic/tkinter/)

* [机器学习](https://mofanpy.com/tutorials/machine-learning/)

  * [有趣的机器学习](https://mofanpy.com/tutorials/machine-learning/ML-intro/)

  * [强化学习 (Reinforcement Learning)](https://mofanpy.com/tutorials/machine-learning/reinforcement-learning/)

  * [进化算法 (Evolutionary Algorithm) 如遗传算法等](https://mofanpy.com/tutorials/machine-learning/evolutionary-algorithm/)

  * [Tensorflow (神经网络)](https://mofanpy.com/tutorials/machine-learning/tensorflow/)

  * [PyTorch (神经网络)](https://mofanpy.com/tutorials/machine-learning/torch/)

  * [Theano (神经网络)](https://mofanpy.com/tutorials/machine-learning/theano/)

  * [Keras (快速神经网络)](https://mofanpy.com/tutorials/machine-learning/keras/)

  * [Scikit-Learn (机器学习)](https://mofanpy.com/tutorials/machine-learning/sklearn/)

  * [机器学习实战](https://mofanpy.com/tutorials/machine-learning/ML-practice/)

* [数据处理](https://mofanpy.com/tutorials/data-manipulation/)

  * [Numpy & Pandas (处理数据)](https://mofanpy.com/tutorials/data-manipulation/np-pd/)

  * [Matplotlib (绘图)](https://mofanpy.com/tutorials/data-manipulation/plt/)

  * [爬虫](https://mofanpy.com/tutorials/data-manipulation/scraping/)

* [其他](https://mofanpy.com/tutorials/others/)

  * [Git (版本管理)](https://mofanpy.com/tutorials/others/git/)

  * [Linux 简易教学](https://mofanpy.com/tutorials/others/linux-basic/)

## 赞助和支持

这些 tutorial 都是我用业余时间写出来, 录成视频, 如果你觉得它对你很有帮助, 请你也分享给需要学习的朋友们.

如果你看好我的经验分享, 也请考虑适当的 [赞助打赏](https://mofanpy.com/support/), 让我能继续分享更好的内容给大家.