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BRIIM - JavaScript in Machine Learning

The repository gives you an overview of all the resources for BRIIM - JavaScript in Machine Learning. You can contribute content to the official website too.

Intro

  • A Guide to Machine Learning in JavaScript

Shallow Algorithms

  • Linear Regression with Gradient Descent
  • Univariate Linear Regression with Gradient Descent (Vectorized)
  • Multivariate Linear Regression with Gradient Descent
  • Multivariate Linear Regression with Normal Equation
  • Logistic Regression with Gradient Descent in JavaScript
  • Multi-Class Classification Logistic Regression with Gradient Descent in JavaScript

Neural Networks

  • Neural Network in JavaScript with Deeplearn.js
  • MNIST Digit Recognition Neural Network in JavaScript with Deeplearn.js

Domain Specific

  • Recommendation System in JavaScript with MovieLens Database
  • Spam Classifier with SVM in JavaScript

Linear Algebra, Calculus, Statistics

  • Matrix Operations in JavaScript

Utility Libraries

  • Math.js Util
  • CSV to Matrix

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👇 Overview of all the resources of BRIIM: JavaScript in Machine Learning

bri.im

Topics

javascriptmachine-learning

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