Discover @mdeff Open Source projects

Michaël Defferrard (@mdeff)

mdeff

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Following 116
Registered about 10 years ago
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42.3 %

TeX
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C++
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Shell
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Python
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Makefile 3.8 %
Location 🇨🇭 Switzerland
Country Total Rank 92
Country Ranking

Jupyter Notebook
1

Makefile 31

TeX
63

MATLAB
109

Shell
458

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527

HTML
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Python
2,896

fma

FMA: A Dataset For Music Analysis

Jupyter Notebook

cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

Jupyter Notebook

ntds_2016

Material for the EPFL master course "A Network Tour of Data Science", edition 2016.

Jupyter Notebook

pygsp_tutorial_graphsip

Graph signal processing tutorial, presented at the GraphSiP summer school.

Jupyter Notebook

ntds_2017

Material for the EPFL master course "A Network Tour of Data Science", edition 2017.

Jupyter Notebook

ntds_2019

Material for the EPFL master course "A Network Tour of Data Science", edition 2019.

Jupyter Notebook

ntds_2018

Material for the EPFL master course "A Network Tour of Data Science", edition 2018.

Jupyter Notebook

python_tour_of_data_science

A Python Tour of Data Science

Jupyter Notebook

dlaudio

Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (code)

Jupyter Notebook

giin

Graph-based Image Inpainting

learning-from-graphs-webconf2021

Learning from Graphs: From Mathematical Principles to Practical Tools

dotfiles

atcsim

Air Traffic Control simulation, a C++11 learning experience

terrain

OpenGL generated scene

saga

Mini-batch and distributed SAGA

dlaudio_report

Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (report)

paper-cnn-graph-recurrent-iclr2017

Structured Sequence Modeling with Graph Convolutional Recurrent Networks

paper-fma-challenge-webconf2018

Learning to Recognize Musical Genre from Audio, Challenge Overview

srfsp

Super-resolution for mass spectrometry

paper-fma-ismir2017

FMA: A Dataset For Music Analysis

paper-cheblienet

ChebLieNet: Invariant spectral graph NNs turned equivariant by Riemannian geometry on Lie groups

dlaudio_results

Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (results)

Jupyter Notebook

cv

Curriculum Vitae

gsp-summer-school-2016

Organization of a Graph Signal Processing Summer School

paper-cryoem-orientation-recovery

Learning to recover orientations from projections in single-particle cryo-EM

Jupyter Notebook

paper-cnn-graph-nips2016

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering