Snake_game_with_GUI

a Visual Snake game with Turtle module in python

LDA_MNIST

This repository works on MNIST data and implement LDA from scratch on it. In the end we can see the plot of transformation of data on LDA1 and 2.

MNIST_NAiive_Bayes_Forward_Selection

In this repository we classified MNIST data with naiive bayes algorithm and reduce features with forward feature selection and reduce number of features from 784 to 24 with 0.65 accuracy.

Olivetti_face_PCA

This repository is about working with olivetti face dataset.In this repository I reduce dimentionality with pca and find the good number of principle components.At the end I find the eigen faces and test my model and draw confussion matrix for it.