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arwgan

Adversarial Reweighted WGAN

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.

benchmarkpda

BenchmarkPDA is a Pytorch framework that contains dataset and algorithms for partial domain adaptation.

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

conditional-flow-matching

Conditional Flow Matching: Simulation-Free Dynamic Optimal Transport

draughts-game-ai

Artificial Intelligence that plays Draughts game (also known as checkers)

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

generative_models

Generation of hand digit numbers with GANs and autoencoders in PyTorch

jumbot

Official Python3 implementation of our ICML 2021 paper "Unbalanced minibatch Optimal Transport; applications to Domain Adaptation"

kilianfatras.github.io

machine-learning

Famous machine learning algorithm

mathstictemplatephd

A light and simple LaTeX template for the PhD manuscript of MathSTIC doctoral school.

minibatch_wasserstein

Code for "Learning with minibatch Wasserstein: asymptotic and gradient properties".

oil-price-evolution

This is a times series R project. The purpose is to study the oil price evolution since 1990.

pot

Python Optimal Transport library

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.

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.

spam-filter

From a email database, we want to filter the spam email

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)

v108

Proceedings of AISTATS 2020

variance_reduced_neural_networks

Implementation of SVRG and SAGA optimization algorithms for deep learning topics.