https://github.com/carefree0910/machinelearning

Machine learning algorithms implemented by pure numpy
https://github.com/carefree0910/machinelearning

deep-learning machine-learning numpy pytorch tensorflow visualization

Last synced: 14 days ago
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Machine learning algorithms implemented by pure numpy

• Host: GitHub
• URL: https://github.com/carefree0910/machinelearning
• Owner: carefree0910
• License: mit
• Created: 2016-09-18T09:37:01.000Z (about 8 years ago)
• Default Branch: master
• Last Pushed: 2023-04-17T11:59:48.000Z (over 1 year ago)
• Last Synced: 2024-10-15T17:41:08.704Z (28 days ago)
• Topics: deep-learning, machine-learning, numpy, pytorch, tensorflow, visualization
• Language: Jupyter Notebook
• Homepage: https://mlblog.carefree0910.me
• Size: 52.3 MB
• Stars: 1,065
• Watchers: 61
• Forks: 725
• Open Issues: 9
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# MachineLearning

#### Update! (2020.05.31)

A simplified (and more elegant) version: [carefree-ml](https://github.com/carefree0910/carefree-ml)

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A Python ML package mainly for educational use.

Implemented with `Numpy`

Implemented `Tensorflow` & `PyTorch` backend for [NN](https://github.com/carefree0910/MachineLearning/tree/master/NN) & [SVM](https://github.com/carefree0910/MachineLearning/tree/master/e_SVM)

“文档”可以参见[知乎专栏](https://zhuanlan.zhihu.com/carefree0910-pyml)或[博客](https://mlblog.carefree0910.me)