23 skills found
gpeyre / SinkhornAutoDiffToolbox to integrate optimal transport loss functions using automatic differentiation and Sinkhorn's algorithm
JuliaOptimalTransport / OptimalTransport.jlOptimal transport algorithms for Julia
stanford-futuredata / Sinkhorn Label AllocationSinkhorn Label Allocation is a label assignment method for semi-supervised self-training algorithms. The SLA algorithm is described in full in this ICML 2021 paper: https://arxiv.org/abs/2102.08622.
JasonAltschuler / OptimalTransportNIPS17Code for NIPS 2017 spotlight paper: "Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration" by Jason Altschuler, Jonathan Weed, and Philippe Rigollet. Full paper available at: https://papers.nips.cc/paper/6792-near-linear-time-approximation-algorithms-for-optimal-transport-via-sinkhorn-iteration.
GiulsLu / Sinkhorn BarycentersSinkhorn Barycenters via Frank-Wolfe algorithm
amzn / Confident Sinkhorn AllocationPseudo-labeling for tabular data
MarkMoHR / TF OT SinkhornTensorflow implementation of optimal transport (OT) with Sinkhorn algorithm.
ethanhezhao / Tensorflow Pytorch Sinkhorn OTTensorflow (1.0 or 2.0) and Pytorch implementations of the Sinkhorn algorithm [1] for computing the optimal transport (OT) distance between two discrete distributions.
kennedyCzar / TRANSFER LEARNING AND OPTIMAL TRANSPORTTransfer Learning and Optimal Transport. A demonstration of Subspace Alignment algorithm and Entropy Regularized Optimal Transport (Sinkhorn's Algorithm) on Office/Caltech dataset.
lntk / UotThe implementation for the paper "On Unbalanced Optimal Transport: An Analysis of Sinkhorn Algorithm".
YiifeiWang / Optimal TransportGroup project "Algorithms for large-scale optimal transport". Implement ADMMs and Sinkhorn's Algorithms.
Vincentqyw / Optimal Transport🦆 A simple sinkhorn algorithm to solve optimal transport problem writen in Matlab
hiroyuki-kasai / SSPW KmeansSparse simplex projection-based Wasserstein k-means
mzalaya / ScreenkhornCode for NeurIPS 2019 paper "Screening Sinkhorn Algorithm for Regularized Optimal Transport"
Mengyu8042 / Spar SinkImportance Sparsification for Sinkhorn Algorithm
buraksekili / Sinkhorn Knopp ScalingParallel Sinkhorn-Knopp scaling algorithm running on CPU and GPU using OpenMP and CUDA.
eddardd / Wasserstein BarycentersPython Implementation of "Fast Computation of Wasserstein Barycenters"
amin-nejat / Sinkhorn EmProbabilistic Segmentation and Labeling of C. elegans Neurons Using Sinkhorn Expectation Maximization Algorithm
btengels / OptimaldistrictsCode and data for algorithmically drawing congressional districts using Sinkhorn algorithm
j-geuter / SinkhornNNHybridInitializing the Sinkhorn Algorithm with a Generative Adversarial Two-Network Approach
