Deep Learning Analysis in Python

Author: Kosmas Deligkaris

This repository contains some scripts for deep learning analysis in python.

I have taken ideas and some code from the book "Deep Learning with Python" [Manning] by Francois Chollet, and the examples have been further extended by me.

imdb classification

The script analyzes the effect of increasing layer size on the loss and accuracy values.

housing prices regression

The script conducts regression of housing prices.

mnist classification

Classification of the mnist dataset. The script further analyzes the effect of diferent training dataset sizes on the test dataset accuracy.