Valentina Zantedeschi's repositories
LatentTrees
Code source of Learning Binary Trees by Argmin Differentiation.
DAGuerreotype
source code of the paper: DAG LEARNING ON THE PERMUTAHEDRON
dirichlet-margin-bound
Code source of "On Margins and Generalisation for Voting Classifiers" NeurIPS 2022 paper https://arxiv.org/abs/2206.04607
adversarial-robustness-toolbox
This is a library dedicated to adversarial machine learning. Its purpose is to allow rapid crafting and analysis of attacks and defense methods for machine learning models. The Adversarial Robustness Toolbox provides an implementation for many state-of-the-art methods for attacking and defending classifiers.
amazon_puzzles
Amazon 2013 challenges in Python
aubergeDuMonstre
study on a solution of Home Energy Management and Domotic
calculate-flops.pytorch
The calflops is designed to calculate FLOPs、MACs and Parameters in all various neural networks, such as Linear、 CNN、 RNN、 GCN、Transformer(Bert、LlaMA etc Large Language Model)
CUMULO
a benchmark dataset for training and evaluating global cloud classification models.
pyoptree
Python Implementation of Bertsimas's "Optimal classification trees".
texts_classification
python scripts implementing different algorithms for text documents classification