Alessio Piraccini's repositories
italy_2021_fuel_analysis
Analysis of gas station prices for 2021 in Italy, as a project for a competition hosted by University of Padua and Deloitte.
agrovoltaic_and_crops
A study of the growth of different crops in fields where photovoltaic panels were placed.
covid19_and_mobility
Analysis of the relationship between Covid19 cases in Europe and mobility patterns
lasso_extensions
This repository contains the project for the course Statistical Methods of High Dimensional Data. We needed to replicate some simulation studies and real-world applications concerning extensions of group lasso.
pyspark_applications
Simple application on simulated data using PySpark, estimating linear and additive models with custom MapReduce functions..
recommendation_system_UV
Recommendation system using UV decomposition, with different approaches of gradient descent..
deeplearning_pytorch
Notebooks covering different deep learning topics with PyTorch
language_app
Simple language detection app using FastAPI and Docker
canova_fingerprints
Fingerprint matching problem on Italian Neoclassical sculptor Antonio Canova fingerprints found on small statues.
deeplearning_tensorflow
Notebooks covering different deep learning topics with Tensorflow 2.x
hero_generator
Toy app that creates a comic hero based on a superporwer description, leveraging OpenAI tools
playground_series_s3e1
Kaggle playground competition.
playground_series_s3e2
Kaggle competition.
prefer_gas_official
Fertility prediction challenge
sbobinator
Transcribe long audio, process output text.
spaceship_titanic
Kaggle competition
streamlit_app
Simple app using automated machine learning for a tabular regression dataset.
whisper2me
Toy application for song transcription and summarization using OpenAI tools.