Louis-Marie's Projects
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
PyTorch package for the discrete VAE used for DALL·E.
Deep Learning section of the Algorithms in Machine Learning class at ISAE-Supaero
Code accompanying my blog post: So, what is a physics-informed neural network?
Up-to-date version of labs for ISLP
AML class
TPs du cours "Machine Learning and Optimal Trading"
Code for Machine Learning for Algorithmic Trading, 2nd edition.
Projet numérique du cours "Probabilités numériques"
Tools of Big Data (Outils de Big Data)
Reinforcement Learning class
Script for FMU simulation using python
Python library for portfolio optimization built on top of scikit-learn
Solving the Traveling Salesman Problem using Self-Organizing Maps
FSD301 SD Tronc Commun - Optimisation Stochastique
Tutorials for the Machine Learning for Time Series class - Master MVA (2022/2023)