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Name: Michaël Defferrard
Type: User
Company: EPFL
Bio: Research on machine learning and graphs. Open science, source, data.
Twitter: m_deff
Location: Switzerland
Blog: https://deff.ch
Name: Michaël Defferrard
Type: User
Company: EPFL
Bio: Research on machine learning and graphs. Open science, source, data.
Twitter: m_deff
Location: Switzerland
Blog: https://deff.ch
Air Traffic Control simulation, a C++11 learning experience
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
Curriculum Vitae
Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (code)
Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (report)
Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (results)
my dotfiles
FMA: A Dataset For Music Analysis
Graph-based Image Inpainting
Organization of a Graph Signal Processing Summer School
Learning from Graphs: From Mathematical Principles to Practical Tools
Material for the EPFL master course "A Network Tour of Data Science", edition 2016.
Material for the EPFL master course "A Network Tour of Data Science", edition 2017.
Material for the EPFL master course "A Network Tour of Data Science", edition 2018.
Material for the EPFL master course "A Network Tour of Data Science", edition 2019.
ChebLieNet: Invariant spectral graph NNs turned equivariant by Riemannian geometry on Lie groups
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
Structured Sequence Modeling with Graph Convolutional Recurrent Networks
Learning to recover orientations from projections in single-particle cryo-EM
Learning to Recognize Musical Genre from Audio, Challenge Overview
FMA: A Dataset For Music Analysis
Graph signal processing tutorial, presented at the GraphSiP summer school.
A Python Tour of Data Science
Mini-batch and distributed SAGA
Super-resolution for mass spectrometry
OpenGL generated scene
A Native-PyTorch Library for LLM Fine-tuning
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.