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