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3d-reconstruction

air-quality-prediction

Prediction of the daily mean level of PM10 in Italy in 2020 using Machine Learning techniques

barcodes-verification

Verification of linear barcodes print quality according to ISO/IEC15416 specifications, using Image Processing and Computer Vision techniques

blind-source-separation

The purpose of this project is to separate an image obtained as a sum of two images into its components, using Convolutional Neural Networks.

cinema-web-app

A cinema web application, implemented using the Python Flask framework, the Python SQLAlchemy library and the PostgreSQL DBMS.

connect-four

MEAN Full Stack implementation of the Connect Four game

denoising-diffusion-models

Different PyTorch implementations of diffusion models to perform image denoising

dl-intro

Introduction to Deep Learning in Keras and Tensorflow, not very polite.

eea-datasets-handler

Library for handling the air pollution datasets provided by EEA.

enricopittini

Config files for my GitHub profile.

job-satisfaction

Bayesian network for modeling and predicting the Job satisfaction

lsa-on-movies

Latent Semantic Analysis applied on movies, both in a content-based approach (exploiting the movies overviews) and in a collaborative approach (exploiting the users rates)

math-puzzles

A bunch of math puzzles solved using either Constraint Logic Programming (in particular, using Prolog) or Constraint Programming (in particular, using Minizinc).

model-selection

Library for the selection of machine learning models.

pos-tagging

POS tagging through Recurrent Neural Architectures

question-answering

Question answering through pre-trained transformer-based models from Hugging Face.

sharpsolver

A command line polynomial solver

smartmeal

Android application for improving the interaction of a restaurant/bar with its clients. If offers several functionalities, like: a welcome message, detecting the customer entrance; an handy virtual menu (particularly useful during the pandemic); and the possibility to call the waiter by simply shaking the device.

timeseries-processing

Library for processesing time series datasets.

tmdb-box-office-prediction

Kaggle competition about the prediction of the TMDB films box office revenue.

two-dimensional-strip-packing-problem

Solving the two-dimensional strip packing problem, using several combinatorial decision making and optimization approaches: Constraint Programming, Boolean SATisfiability, Satisfiability Modulo Theory; Integer Linear Programming.

virtual-machine

A simple toy virtual machine which executes user-defined machine code

xatlas-python

Python bindings for xatlas