Machine Learning Sessional

This repository contains assignments for the CSE 472: Machine Learning Sessional course offered by the CSE Department of BUET.

Contents

• Offline 1: Linear Algebra for Machine Learning
• Offline 2: Logistic Regression + Ensemble
• Offline 3: Gaussian Mixture Model with Expectation Maximization Algorithm
• Offline 4: Convolutional Neural Network From Scratch (using only Numpy)

Note

Please Visit this repo for the complete organized version of Offline 4: CNN From Scratch. This implementation was rearranged to fit submission guidelines in this version.