Kilian's repositories
awesome-optimal-transport
A list of awesome papers and cool resources on optimal transport and its applications in general! As you will notice, this list is currently mostly focused on optimal transport for machine learning topics.
variance_reduced_neural_networks
Implementation of SVRG and SAGA optimization algorithms for deep learning topics.
minibatch_Wasserstein
Code for "Learning with minibatch Wasserstein: asymptotic and gradient properties".
unbiased_minibatch_sinkhorn_GAN
Official repository of "Minibatch optimal transport distances; analysis and applications" (https://arxiv.org/pdf/2101.01792.pdf)
stochastic_opt_OT
implementation of the paper "Stochastic Optimization for Large-scale Optimal Transport" (https://arxiv.org/pdf/1605.08527.pdf).
Draughts-game-AI
Artificial Intelligence that plays Draughts game (also known as checkers)
BenchmarkPDA
BenchmarkPDA is a Pytorch framework that contains dataset and algorithms for partial domain adaptation.
conditional-flow-matching
Conditional Flow Matching: Simulation-Free Dynamic Optimal Transport
find_a_string
We want to find a string with a genetic algorithm.
ForestDiffusion
Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models
Machine-Learning
Famous machine learning algorithm
realistic-ssl-evaluation
Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"
Recommender-systems
Famous recommender systems algorithm.
ComicBookReader
IN204 ENSTA Project, we have to code a comic book reader, we chose to use JAVA language for this project with Guillaume Le Roy
generative_models
Generation of hand digit numbers with GANs and autoencoders in PyTorch
mathSTICtemplatePhD
A light and simple LaTeX template for the PhD manuscript of MathSTIC doctoral school.
oil-price-evolution
This is a times series R project. The purpose is to study the oil price evolution since 1990.
ray-tracer
Here you can find a project from my course : 'parallel programming'. I have to paralize a ray tracer program with the MPI library and Open MP library.
Spam-Filter
From a email database, we want to filter the spam email