gavalle94

LTD-Opt

Solve the Logical Topology Design problem following a Greedy approach (optimizing the number of edges that need to be created)

P2P-Sim

Simulate a P2P file exchange Cloud environment in Python, using the simpy library

PacMan-Project

This is a version of the PacMan videogame, entirely realized in VHDL as a final project for the course of Computer Architecture (Politecnico of Turin, a.y. 2014-2015)

pyQueue

A (multi-)queue system simulator, realized in Python using the simpy library

Songs-Recommender

Recommendation System written in Python, using the pySpark framework and other Data Science libraries

Apartments_SalePrices

This Python Notebook was developed for a challenge: whose model is the most performant in predicting apartments' sale prices?

checkers

Flights-dataset

Analysis of a dataset of flights, using the SparkSQL framework and extra web scraping techniques

Machine-Learning-Demos

Two Python notebooks in which Stochastic Gradient Descent and K-means algorithms are run over the Spark framework

Naive-Bayes

Implementing the Naive Bayes to perform classification over MNIST and CIFAR-10 datasets. Results are compared with Bayesian Linear regression and LeNet5 architecture

NN-demo

A simple demo in which a Neural Network is trained to recognize hand-written digits

Stocks-Risk-Analysis

Perform the financial risk analysis on a stocks portfolio, through Monte Carlo Simulation