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Louis Bethune's Projects

acm icon acm

Some solutions for UVa problems.

dcnn-oriented icon dcnn-oriented

Implementation of DCNN for oriented graph in Tensorflow 2.0

deel-lip icon deel-lip

Tensorflow 2 implementation of k-Lipschitz layers.

eternityii icon eternityii

Solve the NP-complete problem "Eternity II puzzle" with genetic algorithms and various politics.

gat-skip-gram icon gat-skip-gram

Combine ideas of Graph2Vec with differentiable vocabulary extractor (GCN) and differentiable graph embedder (Kron and Loukas coarsening)

hex-game icon hex-game

Game of Hex with SFML in C++ for Windows-32 bits, IA uses MonteCarlo Tree Search with UCT.

jaxopt icon jaxopt

Hardware accelerated, batchable and differentiable optimizers in JAX.

lip-dp icon lip-dp

Lipschitz (LIP) constrained neural networks with Differential Privacy (DP) guarantees, for privacy & robustness.

map-generator icon map-generator

Create 2D maps of islands with Voronoï diagram and Fortune algorithm, and GPU computed Perlin noise

minisql icon minisql

Parser for simplified version of SQL over CSV files. Various optimizations. Written in C++14 with Boost.Spirit.X3

mst_mpi icon mst_mpi

Implementing parallel Kruskal and Prim MST algorithms using MPI

neuralnetwork icon neuralnetwork

Implementations of various networks : neural gas, multi-layers-perceptron...

ocsdf icon ocsdf

Semi-supervised learning of 1-Lipschitz Signed Distance Functions

pay-attention-to-your-loss icon pay-attention-to-your-loss

Official repository of Neurips 2022 paper "Pay attention to your loss: understanding misconceptions about 1-Lipschitz neural networks"

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