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Marco Colangelo's Projects

advanced-machine-learning icon advanced-machine-learning

The repository contains the materials related to the Advanced Machine Learning 2023/2024 course at Politecnico di Torino. Deep learning techniques are explored and exploited

anomalysegmentation_courseprojectbasecode icon anomalysegmentation_courseprojectbasecode

This repository provides a starter-code setup for the Real-Time Anomaly Segmentation project of the Machine Learning Course. It consists of the code base for training ERFNet on the Cityscapes dataset and perform anomaly segmentation.

big-data-processing-and-analytics icon big-data-processing-and-analytics

The current repository contains all the code developed during the Big Data processing and Analytics laboratories. Data are processed and analyzed using Hadoop and Spark

computational-intelligence icon computational-intelligence

The content of this repository will be inherent to the Computational Intelligence course at Polytechnic University of Turin academic year 2023/2024

ml-fingerprint_spoofing_detection icon ml-fingerprint_spoofing_detection

This repository contains all the code developed with the aim of training a machine learning model useful for recognizing whether a fingerprint image is a spoofed or original one.

mssgat icon mssgat

Molecular substructure graph attention network for molecular property identification in drug discovery. This is the starting point for my thesis project and is the fork of a repository from the paper https://doi.org/10.1016/j.patcog.2022.108659

multiplatform_screen_grabber icon multiplatform_screen_grabber

This is a screen capture tool built with Rust and the Druid framework. It offers a range of features to make screen capturing more efficient and user-friendly.

quixo-agent-with-pn-montecarlotreesearch icon quixo-agent-with-pn-montecarlotreesearch

This repository contains the implementation of a game-playing agent using **Monte Carlo Tree Search (MCTS)** and an extension called **Proof-Number MCTS (PN-MCTS)**. The agent is designed to play a specific game, and the implementation includes various components such as the game board, MCTS algorithm, and configurations for experimentation

rocketlab-saturin-2023 icon rocketlab-saturin-2023

Repository to store the MATLAB code from the Camplus RocketLab contest where the aim is to develop a good plotting taking the data from a rocket IMU

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