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amazon-reviews-sentiment-network-analysis

Python Sentiment Analysis on Amazon Reviews with NLP, Machine Learning prediction models and ABSA. Basic Network Analysis and some experiments with Collaborative Filtering.

brewday

ASP.NET MVC demo web app for Homebrewing: ingredients and recipes management, choice of the best beer to produce given the current inventory.

cnn-drone-befree

Master Thesis project on the generalization of a convolutional neural network for control of drones, through network interpretability and advanced image augmentation techniques.

dct-image-compression

Simple Django Web App to compress images using a DCT based algorithm.

dialogflow-shipping-tutorial

dqn-reinforcement-learning-atari

Reinforcement Learning for teaching an agent playing Atari games using Deep Q-Learning through Tensorflow. 4th assignment of the Deep Learning Lab course at Università della Svizzera Italiana (USI) Lugano.

lstm-text-generator

Text prediction and generation through LSTM Neural Network with Tensorflow. 3rd assignment of the Deep Learning Lab course at Università della Svizzera Italiana (USI) Lugano.

ros-angry-turtlesim

Turtlesim videogame simulation through ROS (Robot Operating System). 1st assignment of the Robotics course at Università della Svizzera Italiana (USI) Lugano.

ros-lidar-mapping-pathplanning

LIDAR Mapping & Path Planning on a differential drive robot using ROS and Gazebo. Final project of the Robotics course at Università della Svizzera Italiana (USI) Lugano.

ros-thymio-simulation

Simple simulation of differential drive robots avoiding obstacles while randomly exploring an environment with ROS and Gazebo. 2nd assignment of the Robotics course at Università della Svizzera Italiana (USI) Lugano.

soccer-match-prediction

Soccer matches result prediction with Bayesian Networks in R.

thesis-bachelor

Development of a search engine using Apache Solr and its integration in a .NET environment. Bachelor thesis for my Computer Science degree at University of Milano-Bicocca. (Italian language)

thesis-master

Convolutional Neural Network generalization for visual control of drones, through network interpretability and advanced image augmentation techniques. Person masking for background replacement to perform data augmentation during training.

usi-hackathon-19

USI Hackaton 2019, Making Data Alive | Bike-sharing dataset analysis and visualization through Python and Shiny R.