Pinned Repositories
BlackBoxAuditing
Research code for auditing and exploring black box machine-learning models.
dmelis.github.io
Personal Website
drnn
Doubly-recurrent neural networks
geomloss
Geometric loss functions between point clouds, images and volumes
interpretwoe
Machine Learning Interpretability based on the Weight-of-Evidence
JKO-ICNN
normalizing_flows
Pytorch implementations of density estimation algorithms: Glow, MAF, RealNVP, planar flows
otalign
Gromov-Wasserstein Alignment of Embeddings
robust_interpret
Tools for robustness evaluation in interpretability methods
SENN
Self-Explaining Neural Networks
dmelis's Repositories
dmelis/otalign
Gromov-Wasserstein Alignment of Embeddings
dmelis/drnn
Doubly-recurrent neural networks
dmelis/SENN
Self-Explaining Neural Networks
dmelis/robust_interpret
Tools for robustness evaluation in interpretability methods
dmelis/interpretwoe
Machine Learning Interpretability based on the Weight-of-Evidence
dmelis/JKO-ICNN
dmelis/dmelis.github.io
Personal Website
dmelis/geomloss
Geometric loss functions between point clouds, images and volumes
dmelis/BlackBoxAuditing
Research code for auditing and exploring black box machine-learning models.
dmelis/normalizing_flows
Pytorch implementations of density estimation algorithms: Glow, MAF, RealNVP, planar flows
dmelis/POT
Python Optimal Transport library
dmelis/ResNet-Lightning-VTAB
PyTorch Lighning wrapper to make training ResNet classifiers easier.
dmelis/rnn
Recurrent Neural Network library for Torch7's nn
dmelis/scikit-learn
scikit-learn: machine learning in Python
dmelis/textvae
Theano code for experiments in the paper "A Hybrid Convolutional Variational Autoencoder for Text Generation."