unipi assignments

Repository i use to store the assignments i do @Unipisa

repo outline

For now only the assignments for Intelligent Systems for Pattern Recognition, Continual Learning and SPM courses are available.

ISPR

The assignments are 3:

• An analysis on a time series regarding air quality data using cross-correlation.
• An implementation of a Restricted Bolzmann Machine with the CD-1 algorithm to learn and reconstruct digits from the MNIST dataset.
• An experiment done using three types of Autoencoders still on the MNIST dataset, this time i also used the gradient ascent algorithm to generate numbers starting from gaussian noise and test their dimension reduction capabilities.

CL

A series of exercises to try some of the concepts learned from the course.

SPM

This folder contains the assignments done for the Parallel & distributed systems course:

• implementation of the softmax function using AVX and autovectorization.