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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