Contains all the files for the semester exercises for the course "Machine Learning & Applications" of Harokopio University of Athens

Exercise 1

Contains a Python implementation of a linear regression model and comparisson with an lr model from sklearn

Exercise 2

Contains implementations of Convolutional Neural Networks with PyTorch. They are trained on a dermatology dataset to detect and classify skin abnormalities.

Exercise 3

Contains an implementation of a GPT2 light model from PyTorch to explore it's functionality.