mfouda's repositories
Optimal_Transport-8
Optimal Transport and Neuroimaging - M1 Internship at Hubert Curien Laboratory
AllStatesForecast
Code used in Springer Nature/Apress Video Tutorial
ASWD
Augmented Sliced Wasserstein Distances
CrossDomainFaultDiagnosis
Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Transport
Deep_Learning_for_Scientific_Computing
Repository for the development of the projects for the Deep Learning for Scientific Computing course taught by Professor Mishra at ETH Zürich in the spring semester 2021
fair_HT
ICML 2021 Testing Group Fairness via Optimal Transport Projections
FOT
Functional Optimal Transport: Mapping Estimation and Domain Adaptation for Functional data
Gromov-Wasserstein-Lower-Bounds
Numpy based implementation of the lower bounds for the Gromov-Wasserstein distance.
Introduction_to_Machine_Learning
Repository of course ressources for Introduction to Machine Learning @ ETH Zurich
IPOT
Implementation of Inexact Proximal point method for Optimal Transport
kV-Margin
Code for Measuring Generalization with Optimal Transport
max_sliced_wasserstein_distance
max_sliced_wasserstein_distance
MODI-method-transportation-problem-solver
Solves the transportation problem using MODI method (works for degenerate situations as well). Calculates IBFS using NWCR, then applies MODI method to get the optimal solution. Degeneracy is removed by allocating a very small (0.000001) value at an independent position
MultiScaleOT
More user-friendly version of multi-scale algorithm library for optimal transport.
Optimal-Transport-18
Project for the convex optimization class
optimal-transport-color-transportation
Optimal transport applied to color transportation in image processing.
Optimal-Transport-Sinkhorn
Python translation of Cuturi's MATLAB code for Sinkhorn Optimal Transport.
OT
Optimal Transport Project
transmorph
Weighted optimal transport integration
TW_NAS
Released code for Optimal Transport Kernels for Sequential and Parallel Neural Architecture Search at ICML2021
unbalanced_gromov_wasserstein
Implementation of the Gromov-Wasserstein distance to the setting of Unbalanced Optimal Transport
WassersteinFisherRaoDistance
An optimization method for computing the unbalanced Wasserstein-Fisher-Rao optimal transport distance between two measures on S^2. Includes an application to computing the SRNF shape distance and color tranfer.
WassersteinQA
Application of optimal transport techniques to evaluate similarities between complex nlp datasets
WBTransport
This repo contains the implementation of the Wasserstein Barycenter Transport proposed in "Wasserstein Barycenter Transport for Acoustic Adaptation" at ICASSP/2021 (to appear)