CSCI 362: Introduction to Machine Learning

This repository contains the completed assignments for the Introduction to Machine Learning course at Drury University.

Course Code	Course Name	University	Professor	Term
CSCI 362	Introduction to Machine Learning	Drury University	Scott Simmons	Fall 2023

Assignments

1. Tensor Basics
2. Linear Algebra
3. Linear Neural Network
4. PyTorch Module
5. Momentum
6. Nonlinear Neural Network
7. Explained Variation
8. Graphing with DUlib
9. Handwritten Digits Dataset
10. Hidden Layers
11. Convolutional Neural Network

Experiments

Experiments that are related to the class, but not part of it:

• Loss Graphing in 3D
• PyTorch Tutorial

Libraries

• PyTorch
• DUlib