Homework 1

Statement    Code Resolutions    Report

How to run

question 1

Follow this commands to run the desired model:

logistic regression:

python hw1-perceptron.py --model logistic_regression --save-path ./model.pkl

perceptron:

python hw1-perceptron.py [ --model perceptron ] --save-path ./model.pkl

mlp:

python hw1-mlp.py --save-path ./model.pkl

question 2

Question two is divided in three python files, namely hw1-ffn.py hw1-ffn-23a.py and hw1-ffn-23b.py, each corresponding to topics 2, 3 (a) and (b) of the main question, respectively. Write the command you would usually use to run any python file for either of them.

Homework 2

For this homework, if you can only access CPU on you machine, we strongly advise you to take the necessary files from this repository and run them on a online notebook or codespace due to their high computational cost and consequent extensive running time.

Statement    Code Resolutions    Report

question 1

Each of the developed models possess their own python files. To run each one, open the directory skeleton_hw2_q1, chose the desired statment topic (question 1.1 or question 1.2) and run:

python name_of_file_to_run.py --[no_softmax]

activate the --no_softmax flag if you wish to run the model without that output layer.

question 2

Write the command you would normally use to run a Python file to execute the topics in this question. All the files are named according to their item number and corresponding architecture.