Pinned Repositories
AAlgorithms
ALG2 course algorithms
autotraino
Minimal wrapper library for AutoML on tabular datasets. Currently based on Autogluon.
datati
A library all'avanguardia for tabular dataset loading and preprocessing.
glocalx
Generating global explanations from local ones
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.
polylearner
Learning with polyhedral sets through parametric systems
rule-relevance-score
A scoring system for explainability
triplex
Univariate-vs-multivariate-decision-trees
Are univariate decision trees really better than multivariate ones? Investigating correlation and dataset bias
msetzu's Repositories
msetzu/glocalx
Generating global explanations from local ones
msetzu/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.
msetzu/datati
A library all'avanguardia for tabular dataset loading and preprocessing.
msetzu/autotraino
Minimal wrapper library for AutoML on tabular datasets. Currently based on Autogluon.
msetzu/polylearner
Learning with polyhedral sets through parametric systems
msetzu/rule-relevance-score
A scoring system for explainability
msetzu/Univariate-vs-multivariate-decision-trees
Are univariate decision trees really better than multivariate ones? Investigating correlation and dataset bias
msetzu/AAlgorithms
ALG2 course algorithms
msetzu/about
msetzu/fairbelief
Interpreting masked language models beliefs and evaluating their fairness
msetzu/GenTree
A Decision Tree induction algorithm
msetzu/triplex
msetzu/advanced-programming
Java project for the advanced programming course: https://www.di.unipi.it/it/didattica
msetzu/alp-formulary
Brief formulary for the Parallel and Distributed Algorithms course @unipi2017
msetzu/codeontology.github.io
project webpage
msetzu/DiCE
Generate Diverse Counterfactual Explanations for any machine learning model.
msetzu/google-scholar-pls-stop
Tired of receiving google scholar recommendations for papers I've already read, this tool filters duplicate and already-read papers
msetzu/gosdt
GOSDT - Generalized Optimal Sparse Decision Trees
msetzu/imwheel-utils
Utilities for the imwheel scrolling tool
msetzu/intro_to_ds_and_ml
Course material for the Ph.D. course held at University of Macerata.
msetzu/LORE
LOcal Rule-based Exlanations
msetzu/mno
msetzu/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
msetzu/pivottree
msetzu/PyGM
🐍 Python library implementing sorted containers with state-of-the-art query performance and compressed memory usage
msetzu/qmk_firmware
Open-source keyboard firmware for Atmel AVR and Arm USB families