Pinned Repositories
conditional-flow-matching
TorchCFM: a Conditional Flow Matching library
FoldFlow
FoldFlow: SE(3)-Stochastic Flow Matching for Protein Backbone Generation
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.
Draughts-game-AI
Artificial Intelligence that plays Draughts game (also known as checkers)
JUMBOT
Official Python3 implementation of our ICML 2021 paper "Unbalanced minibatch Optimal Transport; applications to Domain Adaptation"
minibatch_Wasserstein
Code for "Learning with minibatch Wasserstein: asymptotic and gradient properties".
stochastic_opt_OT
implementation of the paper "Stochastic Optimization for Large-scale Optimal Transport" (https://arxiv.org/pdf/1605.08527.pdf).
unbiased_minibatch_sinkhorn_GAN
Official repository of "Minibatch optimal transport distances; analysis and applications" (https://arxiv.org/pdf/2101.01792.pdf)
variance_reduced_neural_networks
Implementation of SVRG and SAGA optimization algorithms for deep learning topics.
POT
POT : Python Optimal Transport
kilianFatras's Repositories
kilianFatras/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.
kilianFatras/variance_reduced_neural_networks
Implementation of SVRG and SAGA optimization algorithms for deep learning topics.
kilianFatras/JUMBOT
Official Python3 implementation of our ICML 2021 paper "Unbalanced minibatch Optimal Transport; applications to Domain Adaptation"
kilianFatras/minibatch_Wasserstein
Code for "Learning with minibatch Wasserstein: asymptotic and gradient properties".
kilianFatras/unbiased_minibatch_sinkhorn_GAN
Official repository of "Minibatch optimal transport distances; analysis and applications" (https://arxiv.org/pdf/2101.01792.pdf)
kilianFatras/stochastic_opt_OT
implementation of the paper "Stochastic Optimization for Large-scale Optimal Transport" (https://arxiv.org/pdf/1605.08527.pdf).
kilianFatras/Draughts-game-AI
Artificial Intelligence that plays Draughts game (also known as checkers)
kilianFatras/BenchmarkPDA
BenchmarkPDA is a Pytorch framework that contains dataset and algorithms for partial domain adaptation.
kilianFatras/conditional-flow-matching
Conditional Flow Matching: Simulation-Free Dynamic Optimal Transport
kilianFatras/find_a_string
We want to find a string with a genetic algorithm.
kilianFatras/ForestDiffusion
Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models
kilianFatras/Machine-Learning
Famous machine learning algorithm
kilianFatras/POT
Python Optimal Transport library
kilianFatras/realistic-ssl-evaluation
Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"
kilianFatras/Recommender-systems
Famous recommender systems algorithm.
kilianFatras/ARWGAN
Adversarial Reweighted WGAN
kilianFatras/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
kilianFatras/generative_models
Generation of hand digit numbers with GANs and autoencoders in PyTorch
kilianFatras/kilianFatras.github.io
kilianFatras/mathSTICtemplatePhD
A light and simple LaTeX template for the PhD manuscript of MathSTIC doctoral school.
kilianFatras/oil-price-evolution
This is a times series R project. The purpose is to study the oil price evolution since 1990.
kilianFatras/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.
kilianFatras/Spam-Filter
From a email database, we want to filter the spam email
kilianFatras/v108
Proceedings of AISTATS 2020