Statistical Pattern Recognition Course Project Codes Relies Here

Each folder contains a few projects for a week.
W1 :
Logistic Regression, Closed form and Gradient Descent implementation of Linear Regression

W2:
Logistic, Softmax Regression (Multiclass Classification), and Bayesian Classification

W3:
Bayesian Classification, Naïve Bayes Classification

W4:
Non-Parametric Density Estimation
a) Histogram
b) Parzen Window
c) Gaussian kernel
d) KNN Estimator

and PCA