Andrea.ross's repositories
MulticriteriaShortestPathsProblem
In this paper a pathfinding problem is analyzed starting from a classical shortest path problem and then, after several optimization, going to resolve a graph that utilizes two static weights on its arcs, considering the most full satisfying set of solutions.
DB_Project
A database for a professional firm that allows a report on all the activities carried out by the firm towards clients, highlighting the type of activity, the time needed to carry out the service in all its phases, then from the start to the end of the service and, finally, its valorization both on the basis of the time spent by professionals, collaborators and employees and on the basis of the rates applicable to the type of professional service or services.
ECommerce_project
Creation of a website where you can register (as a customer or restaurant/fast food), choose and order food, from a supplier, at a given destination at a given time.
Evolutionary_MegaMan
Test of different evolutionary algorithms over the game framework 'Evoman' evolving the weights of a Neural Network that determine the behavior of the player. To carrying out the project I used EA framework DEAP in which all the useful methods necessary for the complete realization of the researches are developed.
Smart_Green_House
Create an embedded system that represents a simplified version of a smart greenhouse. The task of the smart greenhouse is the automated irrigation (of a certain soil or plant) by implementing a strategy that takes into account the perceived humidity, with the possibility to control and intervene manually via mobile app.
Unibopoli-OOP
A revisited version of the famous game "Monopoly" in a university Key. The project has been realized with the aim of using design patterns for object oriented programming.
Arduino_SmartCoffeeMachine
An embedded system implementing a smart coffee machine
BayesianNetwork-EpidemicModeling
I developed a highly simplified Bayesian network to model the main consequences of an epidemic breakout in a nation, based on its population, density, GDP, health care quality, and restriction policies taken into account by that specific country. The network is based on the famous SIR model.
blog_api_tutorial
Blog API Written in Python Flask- Part 1: https://www.codementor.io/olawalealadeusi896/restful-api-with-python-flask-framework-and-postgres-db-part-1-kbrwbygx5 Part 2: https://www.codementor.io/olawalealadeusi896/building-a-restful-blog-apis-using-python-and-flask-part-2-l9y8awusp Part 3: https://www.codementor.io/olawalealadeusi896/building-a-restful-blog-apis-using-python-and-flask-part-3-lx7rt8pfk
exercises-stdlib
Scala Exercises' lessons for the standard library
FaceOrientation_LightSource_with_CNNs
the study of different Convolutional Neural Networks with the aim of classifying the orientation of a face and to detect the source of light on it. The dataset used to train the nets is "CelebA"
gitignore
A collection of useful .gitignore templates
Image_Processing-Computer_Vision
collection of personal projects exploring image processing and computer vision algorithms
jitsi-meet
Jitsi Meet - Secure, Simple and Scalable Video Conferences that you use as a standalone app or embed in your web application.
MCTS_SARSA_Q-Learning
Python notebook divided into two sections: The first section shows the MTCS algorithm applied to a binary tree. Then it expands the study to an MTCS variant. The second section studies firstly the MonteCarlo algorithm for policy evaluation. Secondly, the implementation of a learning agent in a gridworld and then it analyzes the performance of SARSA and Q-Learning algorithms.
OptimizationProject
Repository to store the project for Opt @ AI 2020 Unibo
VPN
Pose driven attention mechanism