https://github.com/guanhuawang/machinelearning

Some simple machine learning functions are implemented
https://github.com/guanhuawang/machinelearning

Last synced: 18 days ago
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Some simple machine learning functions are implemented

• Host: GitHub
• URL: https://github.com/guanhuawang/machinelearning
• Owner: GuanhuaWang
• License: apache-2.0
• Created: 2016-11-02T16:54:13.000Z (about 8 years ago)
• Default Branch: master
• Last Pushed: 2017-01-22T04:30:34.000Z (almost 8 years ago)
• Last Synced: 2024-10-28T06:11:36.941Z (2 months ago)
• Language: Python
• Size: 34.2 KB
• Stars: 0
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Machine Learning

Some simple machine learning functions are implemented

## DataSet

The dataset we use is MNIST and also classic Spam dataset

## Functions that we implemented

* Linear Regression

* Logistic Regression

* Back Propagation Neural Network

* Ridge Regression

* Linear & Logistic Regression with Newton method

* Least Square Classification

* Support Vector Machine (SVM)

* Decision Tree & Random Forest

* Kernel Tricks (Gaussian and Polynomial)

* Kmeans (Lloyd's algorithm)

* Priciple Component analysis (PCA) with Latent Factor Model

* MSE for joker recommendation