Statistical-Pattern-Recognition-and-Learning

This repository contains the codes I written as assignments of SPRL course

It has following algorithms

1. Bernoulli Classification
2. Gaussian Classification
3. Non-Parameteric Classification 3.1. Gaussian Naive Classification
4. K Nearest Neighbor Classification
5. Dimensionality 5.1. MDS 5.2. LDA 5.3. Local Linear Embedding (LLE)
6. Self Organizing Map (SOM)
7. Regression