Projects in Awesome Lists by mdeff
A curated list of projects in awesome lists by mdeff .
https://github.com/mdeff/fma
FMA: A Dataset For Music Analysis
dataset deep-learning music-analysis music-information-retrieval open-data open-science reproducible-research
Last synced: 14 Apr 2025
https://github.com/mdeff/cnn_graph
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
convolutional-neural-networks deep-learning graph-neural-networks graph-signal-processing graphs
Last synced: 09 Apr 2025
https://github.com/mdeff/ntds_2016
Material for the EPFL master course "A Network Tour of Data Science", edition 2016.
data-science education epfl graphs machine-learning neural-networks
Last synced: 21 Nov 2024
https://github.com/mdeff/pygsp_tutorial_graphsip
Graph signal processing tutorial, presented at the GraphSiP summer school.
education graph-signal-processing graphs
Last synced: 21 Nov 2024
https://github.com/mdeff/ntds_2017
Material for the EPFL master course "A Network Tour of Data Science", edition 2017.
data-science education epfl graphs network-science
Last synced: 21 Nov 2024
https://github.com/mdeff/ntds_2019
Material for the EPFL master course "A Network Tour of Data Science", edition 2019.
data-science education epfl graph-neural-networks graphs network-science
Last synced: 21 Nov 2024
https://github.com/mdeff/ntds_2018
Material for the EPFL master course "A Network Tour of Data Science", edition 2018.
data-science education epfl graphs network-science
Last synced: 21 Nov 2024
https://github.com/mdeff/python_tour_of_data_science
A Python Tour of Data Science
data-analysis data-science education machine-learning python
Last synced: 21 Nov 2024
https://github.com/mdeff/dlaudio
Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (code)
auto-encoders deep-learning graphs manifold-learning music-information-retrieval sparse
Last synced: 21 Nov 2024
https://github.com/mdeff/giin
Graph-based Image Inpainting
graphs image-inpainting image-processing
Last synced: 21 Nov 2024
https://github.com/mdeff/learning-from-graphs-webconf2021
Learning from Graphs: From Mathematical Principles to Practical Tools
Last synced: 16 Mar 2025
https://github.com/mdeff/atcsim
Air Traffic Control simulation, a C++11 learning experience
Last synced: 21 Nov 2024
https://github.com/mdeff/dotfiles
my dotfiles
dotfiles fish fish-shell i3wm mpd ncmpcpp neovim neovim-config neovim-dotfiles ranger sway-config swaywm tmux tmux-conf vim vimrc xkb-keyboard-layout
Last synced: 21 Nov 2024
https://github.com/mdeff/paper-cnn-graph-recurrent-iclr2017
Structured Sequence Modeling with Graph Convolutional Recurrent Networks
Last synced: 16 Mar 2025
https://github.com/mdeff/saga
Mini-batch and distributed SAGA
convex-optimization gradient-descent
Last synced: 16 Mar 2025
https://github.com/mdeff/dlaudio_report
Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (report)
auto-encoders deep-learning music-information-retrieval
Last synced: 16 Mar 2025
https://github.com/mdeff/paper-fma-challenge-webconf2018
Learning to Recognize Musical Genre from Audio, Challenge Overview
Last synced: 16 Mar 2025
https://github.com/mdeff/srfsp
Super-resolution for mass spectrometry
mass-spectrometry signal-processing super-resolution
Last synced: 21 Nov 2024
https://github.com/mdeff/paper-fma-ismir2017
FMA: A Dataset For Music Analysis
Last synced: 16 Mar 2025
https://github.com/mdeff/paper-cheblienet
ChebLieNet: Invariant spectral graph NNs turned equivariant by Riemannian geometry on Lie groups
Last synced: 16 Mar 2025
https://github.com/mdeff/dlaudio_results
Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (results)
auto-encoders deep-learning music-information-retrieval
Last synced: 16 Mar 2025
https://github.com/mdeff/paper-cnn-graph-nips2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
Last synced: 16 Mar 2025
https://github.com/mdeff/paper-cryoem-orientation-recovery
Learning to recover orientations from projections in single-particle cryo-EM
Last synced: 16 Mar 2025
https://github.com/mdeff/gsp-summer-school-2016
Organization of a Graph Signal Processing Summer School
Last synced: 16 Mar 2025