Neural Networks Lab Assignments

This repository contains 3 programming assignments in Python for the ECE NTUA Course on Neural Networks.

• Lab1 ~ Supervised Learning on UCI Machine Learning Datasets, Comparison of different scikit-learn classifiers

• Lab2 ~ Unsupervised Learning on Carnegie Mellon Movie Summary Corpus using Self-organizing Maps (SOM) and TF-IDF numerical statistic for a movie-recommendation system.

• Lab3 ~ Deep Learning using TensorFlow2 on CIFAR-100. Convolutional Neural Networks and Transfer Learning.

accompanied by Agelos Kratimenos & Konstantinos Panidis