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Antoine Debouchage

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Hello! My name is Antoine Debouchage. I am a Student engineering at CentraleSupélec (Paris-Saclay University) and Master of Research (Master MVA) Sstudent at Ecole Normale Supérieure with a strong appetence for research in the field of machine learning, optimisation, quantum computing and mathematics.

Antoine Debouchage's Projects

bsde-tensor-networks icon bsde-tensor-networks

Parabolic PDE resolution with Tensor Networks using Backward-Forward Stochastic Differential Equations

classification-extreme-regions icon classification-extreme-regions

Implementation of the paper "On Binary Classification in Extreme Regions" from Hamid Jalalzai, Stephan Clemenc¸on and Anne Sabourin in the frameword of the MVA 2023-2024 course "Statistical Learning with Extreme Values"

dat.gui icon dat.gui

dat.gui is a lightweight controller library for JavaScript.

flappy-text-rl icon flappy-text-rl

Reinforcement Learning course assignment - Training a discrete textual Flappy Bird with SARSA(λ) and Monte-Carlo methods

fusecensor icon fusecensor

Fuse Censor is an extension that provides an efficient way to censor swear words and negative contents based on sentiment analysis through Naturla Langage Processing.

graph-cut-style-transfer icon graph-cut-style-transfer

Reimplementation of the paper "Multimodal Style Transfer via Graph Cuts" from Yulun Zhang, Chen Fang, Yilin Wang, Zhaowen Wang, Zhe Lin, Yun Fu, Jimei Yang

lotka-volterra-modelisation icon lotka-volterra-modelisation

Small project for CentraleSupelec to model a continuous state system, the Lotka-Voltera equations in 2 dimensions with and without competition.

low-rank-tensor-completion icon low-rank-tensor-completion

Reimplementation of the paper "Low-rank autoregressive tensor completion for multivariate time series forecasting" from X. Chen and L. Sun in the frameword of the MVA 2023-2024 course "Time Series Learning"

mantis icon mantis

Mantis is a C++ library for automatic differentiation.

nlp-playground icon nlp-playground

This is a little repository where I aim to adress NLP tasks in order to manipulate cutting-edge and state-of-the-art models and architectures on the subject.

oblask-framework icon oblask-framework

This is my API to develop projects on Superpowers with many classes which allow to have a better code (create a good UI, playlist management...)

plasmid-ga icon plasmid-ga

A CentraleSupélec project for representing ACGT sequences of plasmide with rotational table enhenced by genetic algorithms

pooling-cntk icon pooling-cntk

Implementation and extension of the paper "On Exact Computation with an Infinitely Wide Neural Net" by Sanjeev Arora, Simon S. Du, Wei Hu, Zhiyuan Li, Ruslan Salakhutdinov, and Ruosong Wang where we derived CNTK formula for other pooling layers.

prey-predator-rl icon prey-predator-rl

Reinforcement learning based environment for food-chain like prey-predator behaviours with hunting, co-operation and so on.

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