Kevin Michalewicz's Projects
2019-1c-trabajo-practico-filamento-3d created by GitHub Classroom
ANTIPASTI (ANTIbody Predictor of Affinity from STructural Information) is a Deep Learning model that predicts the binding affinity of antibodies from their three-dimensional structure.
Official repository for BagPype - Biomolecular atomistic graph construction software in Python for proteins etc
Tensorflow implementation of Learning-based Video Motion Magnification
Pytorch Implementation of "Deep Iterative Down-Up CNN for Image Denoising".
Solving an unmixing problem using parallel computing techniques in Julia
Some Machine Learning notebooks - Major/TAF MCE at IMT Atlantique.
Some Numerical Methods notebooks (Julia) - Major/TAF MCE at IMT Atlantique.
Two Stochastic Dynamic Models notebooks (Julia) - Major/TAF MCE at IMT Atlantique. About Kalman filter, particle filter, Stochastic Differential Equations (SDE) simulations and parameter estimation (parametric and non-parametric techniques).
Collaborative documentation for and from Jean Zay users. Official Jean Zay documentation is here: http://www.idris.fr/eng/jean-zay/
Model for domestic sounds classification. Third year project of the engineering degree at IMT Atlantique.
Tests on images with lines using a simple CNN and Learnlets
Official implementation for "An image is worth multiple words: discovering object level concepts using multi-concepts prompts learning" [ICML 2024]]
In this project (TAF MCE - IMT Atlantique) we solve the classification problem for two datasets using several Machine Learning methods.
Python wrapper of the generalised modularity, including Markov Stability
Shape COnstraint REstoration
Detection problems solved using MATLAB.
Estimation problem solved using MATLAB. It includes some demonstrations and calculations.
All the submission scripts used for my work on Jean Zay and the TGCC
Learnlets repository