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patML.js

A Set of Machine Learning Algorithms

All Algorithms are Implemented from Scratch using patNum.js

Regression

  • Linear Regression with Ordinary Least Squares Method
  • Linear Regression with Gradient Descent
  • Multivariate Linear Regression (Under Construction)

Classifiers

  • Perceptron
  • Naive Bayes
  • k - Nearest Neighbors(kNN)
  • Learning Vector Quantization(LVQ)
  • Logistic Regression

Deep Learning

  • Artificial Neural Network(ANN)

Documentation

Underconstruction! 👷

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