README

Content locked

The catalog is public. Reading this content requires approved access.

hw5

Linear Regression on Lake Mendota Ice with PyTorch

Overview

1. Setting up Python Virtual Environment

2. Dataset: Lake Mendota Ice Coverage

3. Program Specification

4. Implementation Tasks

Question 1: Data Visualization [Points TBD]

Question 2: Data Normalization [Points TBD]

Question 3: Closed-Form Solution [Points TBD]

Question 4: Gradient Descent with PyTorch [Points TBD]

Question 5: Prediction [Points TBD]

Question 6: Model Interpretation [Points TBD]

Question 7: Model Limitations [Points TBD]

5. Example Output

6. Deliverables