5x12 / ml-cookbook

Toolbox with machine learning algorithms and methods.

This repository contains templates for supervised learning algorithms - for both regression and classification problems.

List of Algorithms

Classification

1. Decision Trees
2. Random Forests
3. Logistic Regression
4. Naive Bayes Classifiers
5. Neural Network Classifier
6. Support Vector Machines

Regression

1. Linear Regression
2. Ridge Regression
3. Lasso Regression
4. Polynomial Regression
5. Neural Network Regressor