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A collection of machine learning methods implemented in Javascript

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A collection of machine learning methods implemented in Javascript

I implemented a whole collection of machine learning methods in Javascript, visualised in D3.js. These include:

  • linear regression
  • linear regression with stochastic gradient descent
  • logistic regression with stochastic gradient descent
  • linear discriminant analysis
  • CART
  • naive bayes
  • KNN classifier
  • support vector machine
  • bagging
  • boosting

About

A collection of machine learning methods implemented in Javascript

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