Stochastic-Gradient-Descent-and-GDA

Assignment 1, COL774 Machine Learning, Sem I, 2021-22

This assignment has 4 parts:

1. Linear Regression
2. Sampling and Stochastic Gradient
3. Logistic Regression
4. Gaussian Discriminant Analysis

Running

Code files for questions 1, 2, 3 and 4 are present in folders Q1, Q2, Q3 and Q4 respectively.

To run any file, say question1.py, use this command in the terminal:

python question1.py

The following python packages and versions were used to test:

1. Python 3.8.10
2. pandas==1.3.2
3. numpy==1.21.2
4. matplotlib==3.4.3

Additionally, to save animation file, ensure ffmpeg is installed.