mdeff
Research on machine learning and graphs. Open science, source, data.
Qualcomm AI ResearchSwitzerland
Pinned Repositories
deepsphere-cosmo-tf1
A spherical convolutional neural network for cosmology (TFv1).
pygsp
Graph Signal Processing in Python
cnn_graph
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
fma
FMA: A Dataset For Music Analysis
ntds_2016
Material for the EPFL master course "A Network Tour of Data Science", edition 2016.
ntds_2017
Material for the EPFL master course "A Network Tour of Data Science", edition 2017.
ntds_2018
Material for the EPFL master course "A Network Tour of Data Science", edition 2018.
ntds_2019
Material for the EPFL master course "A Network Tour of Data Science", edition 2019.
pygsp_tutorial_graphsip
Graph signal processing tutorial, presented at the GraphSiP summer school.
simplicial_neural_networks
Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called simplicial complexes.
mdeff's Repositories
mdeff/fma
FMA: A Dataset For Music Analysis
mdeff/cnn_graph
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
mdeff/ntds_2016
Material for the EPFL master course "A Network Tour of Data Science", edition 2016.
mdeff/pygsp_tutorial_graphsip
Graph signal processing tutorial, presented at the GraphSiP summer school.
mdeff/ntds_2017
Material for the EPFL master course "A Network Tour of Data Science", edition 2017.
mdeff/ntds_2019
Material for the EPFL master course "A Network Tour of Data Science", edition 2019.
mdeff/ntds_2018
Material for the EPFL master course "A Network Tour of Data Science", edition 2018.
mdeff/python_tour_of_data_science
A Python Tour of Data Science
mdeff/dlaudio
Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (code)
mdeff/giin
Graph-based Image Inpainting
mdeff/learning-from-graphs-webconf2021
Learning from Graphs: From Mathematical Principles to Practical Tools
mdeff/dotfiles
my dotfiles
mdeff/atcsim
Air Traffic Control simulation, a C++11 learning experience
mdeff/terrain
OpenGL generated scene
mdeff/dlaudio_report
Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (report)
mdeff/paper-cnn-graph-recurrent-iclr2017
Structured Sequence Modeling with Graph Convolutional Recurrent Networks
mdeff/saga
Mini-batch and distributed SAGA
mdeff/paper-fma-challenge-webconf2018
Learning to Recognize Musical Genre from Audio, Challenge Overview
mdeff/srfsp
Super-resolution for mass spectrometry
mdeff/dlaudio_results
Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (results)
mdeff/paper-cheblienet
ChebLieNet: Invariant spectral graph NNs turned equivariant by Riemannian geometry on Lie groups
mdeff/paper-fma-ismir2017
FMA: A Dataset For Music Analysis
mdeff/cv
Curriculum Vitae
mdeff/gsp-summer-school-2016
Organization of a Graph Signal Processing Summer School
mdeff/paper-cnn-graph-nips2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
mdeff/paper-cryoem-orientation-recovery
Learning to recover orientations from projections in single-particle cryo-EM
mdeff/bigcode-website
Source of the website of the BigCode project.
mdeff/cruxeval
CRUXEval: Code Reasoning, Understanding, and Execution Evaluation