Stochastic-Gradient-Descent-and-GDA

Assignment 3, COL774 Machine Learning, Sem I, 2021-22

This assignment has 2 parts:

1. Decision Trees and Random Forests
2. Neural Networks

Running

The bash script code/run.sh can be used to run the code files. The first input argument is always the question number, the second argument is the relative or absolute path of the train file, the third argument is the absolute or relative path of test file and further arguments, if any, depend on the question.

Arguments for different questions:

Question 1

./run.sh 1 <path_of_train_data> <path_of_test_data> <path_of_validation_data> <part_num>

Here, 'part_num' can be a-d.

Question 2

./run.sh 2 <path_of_train_data> <path_of_test_data> <part_num>

Here, 'part_num' can be a-f.

Package Versions Used:

1. Python 3.8.10
2. matplotlib==3.4.3
3. matplotlib-inline==0.1.2
4. numpy==1.21.2
5. pandas==1.3.2
6. scikit-learn==1.0.1
7. sklearn==0.0