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Kevin Michalewicz's Projects

antipasti icon antipasti

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.

bagpype icon bagpype

Official repository for BagPype - Biomolecular atomistic graph construction software in Python for proteins etc

deep_motion_mag icon deep_motion_mag

Tensorflow implementation of Learning-based Video Motion Magnification

didn icon didn

Pytorch Implementation of "Deep Iterative Down-Up CNN for Image Denoising".

imta-stochastic-dynamic-models-labs icon imta-stochastic-dynamic-models-labs

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).

jean-zay-doc icon jean-zay-doc

Collaborative documentation for and from Jean Zay users. Official Jean Zay documentation is here: http://www.idris.fr/eng/jean-zay/

kitchen20 icon kitchen20

Model for domestic sounds classification. Third year project of the engineering degree at IMT Atlantique.

lines-filters icon lines-filters

Tests on images with lines using a simple CNN and Learnlets

mcpl icon mcpl

Official implementation for "An image is worth multiple words: discovering object level concepts using multi-concepts prompts learning" [ICML 2024]]

ml-imta-project icon ml-imta-project

In this project (TAF MCE - IMT Atlantique) we solve the classification problem for two datasets using several Machine Learning methods.

pygenstability icon pygenstability

Python wrapper of the generalised modularity, including Markov Stability

score icon score

Shape COnstraint REstoration

sisea-estimation icon sisea-estimation

Estimation problem solved using MATLAB. It includes some demonstrations and calculations.

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