Francesco Lorè's repositories
chain_processor
Chain Processor is a Python library designed for creating and managing chains of function nodes. This library provides an easy-to-use framework for chaining together functions, layers, and complex processing chains, enabling parallel processing and modular code organization.
covid-19-analysis
I used a dataset of covid-19 spread from "Our World in Data" to predict, check, and get analysis about the stringency index (the level of closure activities in a country) based on the covid-19 data. I made this project using R programming language and some R libraries (i.e tidyverse).
music_analysis_classification
The dataset we (my collegues and I) worked on is taken from Kaggle. It is about music and it contains 1000 tracks of 30 second length. There are 10 genres, each containing 100 tracks which are all 22050Hz Mono 16-bit audio files in .wav format. The genres are: blues, classical, country, disco, hip-hop, jazz, metal, pop, reggae, rock. Our goal is to build a supervised classification throught a Neural Network architecture of the musical genre of a given file audio.
toxic_comments_classification
This project has been developed by my collegues and I on a dataset of toxic comments. Our task was to perform a multi-label classification analysis on about 200'000 comments in order to identify which of them were to be considered as "toxic", "severe toxic", "obscene", "insult", "threat" and/or "identity hate" (6 possible classes of toxicity).
dinner-booking
Program to build a simplified and proof-of-concept software application for managing an electronic table reservation book for a restaurant in the evening of a specific day. The software is composed of a user interface and business logic part written in Python and an SQL database management system (MySQL) to store the data.
dataviz-imdb
My colleges and me created a interactive visualization for an university project