ML-Lab

Introduction

The repository contains code and reports for Machine Learning course in SYSU, 2025.

The course has 4 assignments. My code and reports of each assignment are in the corresponding folders. Specially, the code of Assignment 4 is in another repository, you can find here.

Assignment Content

• Lab1: SVM and linear classifier
• Lab2: MLP and CNN
• Lab3: KMeans and GMM (using EM to train)
• Lab4: Be chosen by yourself. I chose diffusion model.

For more details, please see the pdf in the corresponding folders.