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pyticchio's Projects

breanna icon breanna

A Python implementation of a tool to manage advertising campaign data and build Machine Learning models on them

cartpole-dqn icon cartpole-dqn

This repository contains Pytorch code to train a Deep Q-Learning network that learns to balance a CartPole.

covid-19 icon covid-19

COVID-19 Italia - Monitoraggio situazione

covid-20 icon covid-20

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

from_potential_to_rays icon from_potential_to_rays

A Deep Learning research project whose aim was to predict the emergence of caustics given their original potential

improving-transfer-learning icon improving-transfer-learning

My Master's thesis in Computer Engineering at Politecnico di Milano, developed at Harvard University. Improving domain-specific transfer learning for image recognition and differential equations.

netflixgpt_recommender icon netflixgpt_recommender

This is an application that recommends something to watch on Netflix based on your mood. It's built with LangChain, OpenAI GPT3.5, and Milvus, a vector database.

paper-summarizer icon paper-summarizer

A Llama-2 based bot that helps retrieve the summary of research papers similar to the user's input query. Built with Llama.cpp, Langchain and Milvus DB.

pottergpt icon pottergpt

This repository contains an educational project I built in order to learn how LLMs works. I rewrote GPT from scratch and trained it on the 1st book of the Harry Potter's saga.

semi_supervised_nn_for_covid19 icon semi_supervised_nn_for_covid19

In this work, we study the spread of COVID-19 using a semi-supervised neural network and assuming a passive part of the population remains isolated from the virus dynamics. We applied a novel method do solve differential equations with Neural Networks.

vae_potential_flow icon vae_potential_flow

A Pytorch implementation of the paper A Neural Algorithm of Artistic Style by Gatys et al.

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