theablemo / ml-assignments

This repository contains the practical assignments for the Machine Learning course taught by Dr.Mohsen Ansari in Spring semester of 2023 at Sharif University of Technology

Machine Learning Course Practical Assignments

This repository contains 9 practical assignments of the Machine Learning course taught by Dr. Abolfazl Motahari in Spring semester of 2023 at Sharif Unviersity of Technology.

Assignments

The topic for each assignment is as follows:

1. Linear Regression
2. Linear Discriminant Analysis (LDA) & Quadratic Discriminant Analysis (QDA)
3. Logistic Regression
4. Naive Bayes
5. Lasso & Ridge Regression
6. Polynomial Regression & Splines
7. Decision Trees & Ensembles
8. (&9) Support Vector Machine (with different kernel types) & Principal component analysis (PCA) & K-means & Neural Net