Mattia Setzu's repositories
oh-my-trees
Library for hyperplane-based Decision Tree induction, which allows you to induce both Univariate (e.g., CART, C4.5) and Multivariate (OC1, Geometric) Decision Trees.
autotraino
Minimal wrapper library for AutoML on tabular datasets. Currently based on Autogluon.
polylearner
Learning with polyhedral sets through parametric systems
rule-relevance-score
A scoring system for explainability
Univariate-vs-multivariate-decision-trees
Are univariate decision trees really better than multivariate ones? Investigating correlation and dataset bias
AAlgorithms
ALG2 course algorithms
fairbelief
Interpreting masked language models beliefs and evaluating their fairness
advanced-programming
Java project for the advanced programming course: https://www.di.unipi.it/it/didattica
alp-formulary
Brief formulary for the Parallel and Distributed Algorithms course @unipi2017
codeontology.github.io
project webpage
DiCE
Generate Diverse Counterfactual Explanations for any machine learning model.
google-scholar-pls-stop
Tired of receiving google scholar recommendations for papers I've already read, this tool filters duplicate and already-read papers
gosdt
GOSDT - Generalized Optimal Sparse Decision Trees
imwheel-utils
Utilities for the imwheel scrolling tool
intro_to_ds_and_ml
Course material for the Ph.D. course held at University of Macerata.
PGM-index
🏅State-of-the-art learned data structure that enables fast lookup, predecessor, range searches and updates in arrays of billions of items using orders of magnitude less space than traditional indexes
PyGM
🐍 Python library implementing sorted containers with state-of-the-art query performance and compressed memory usage
qmk_firmware
Open-source keyboard firmware for Atmel AVR and Arm USB families