This page contains a presentation I gave for an application at a PhD (INRIA). It is my work and projects overview. Any feedback is greatly appreciated. You can reach me at pierre.lague@protonmail....
Thesis - Load-balancing and Task Allocation in Dynamic Multi-Agent Systems
This page contains my thesis, titled “Load-balancing and Task Allocation in Dynamic Multi-Agent Systems”. It was supervised by Pr. Maxime Morge (univ. Lyon 1). Any feedback is greatly appreciated....
Natural Language Processing - Transformers Workshop 1
Encoding words as vectors This workshop was done during the NLP class at the University of Lille, supervised by Pr. Keller. https://huggingface.co/cmarkea/distilcamembert-base import gensim impo...
Multi-Agent Systems
Multi-Agent Systems This project took place in the multi-agent systems class led by Pr. Philippe Preux at the University of Lille. It’s part of the curriculum for the second year of the Machine Le...
Deep Learning - Denoising Autoencoder
Deep Learning - Autoencoders 🔉 Etude Autoencodeur Exploration et création des bruits Création du jeu de données bruitées Création dataloaders Définition de l’Autoen...
Dimension Reduction - Uniform Manifold Approximation and Projection
Project: UMAP vs t-SNE 📊 Overview: This project compares Uniform Manifold Approximation and Projection (UMAP) with t-distributed Stochastic Neighbor Embedding (t-SNE) for dimension reduction tasks...
Cybersecurity3 - Introduction to secure systems - University of Lille
Cybersecurity Class🛡️ Overview This class is proposed as part of the first year of masters curriculum at the University of Lille and it overlooked by Pr Gilles GRIMAUD. It delves into four primary...
Cybersecurity2 - Introduction to secure systems - University of Lille
Cybersecurity Class🛡️ Overview This class is proposed as part of the first year of masters curriculum at the University of Lille and it overlooked by Pr Gilles GRIMAUD. It delves into four primary...
Cybersecurity1 - Introduction to secure systems - University of Lille
Cybersecurity Class🛡️ Overview This class is proposed as part of the first year of masters curriculum at the University of Lille and it overlooked by Pr Gilles GRIMAUD. It delves into four primary...
Data Science - Facial Landmark Emotion Classification - University of Lille
FLEC - Facial Landmark Emotion Classification Project Welcome to the Facial Landmark Emotion Classification (FLEC) project! Our goal is to develop a robust classifier capable of recognizing six fa...