sinkhorn-algorithm 开源项目推荐（19 个）

JuliaOptimalTransport /OptimalTransport.jl

Julia 的最优传输算法

amzn /confident-sinkhorn-allocation

Pseudo-labeling for tabular data

lntk /uot

The implementation for the paper "On Unbalanced Optimal Transport: An Analysis of Sinkhorn Algorithm".

hiroyuki-kasai /SSPW-kmeans

Sparse simplex projection-based Wasserstein k-means

Vincentqyw /Optimal-Transport

🦆 A simple sinkhorn algorithm to solve optimal transport problem writen in Matlab

eddardd /wasserstein-barycenters

Python Implementation of "Fast Computation of Wasserstein Barycenters"

hrshtv /CTreeOT

[ICML 2023] Official code for our paper: 'Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models'

Faycal214 /Optimal-Transport-Domain-Adaptation

Unsupervised Domain Adaptation (MNIST -> USPS) using a 'From Scratch' implementation of the Sinkhorn Optimal Transport Algorithm.

CesarBarilla /MFG-Cities_Code

Code for "A MFG Model for the Dynamics of Cities" (Barilla, Carlier, Lasry 2021)

nAuTahn /CS331.O11.KHTN-AdvancedComputerVision-Crowd-Counting

Crowd Counting: A view around state-of-the-art

kuslavicek /ballot

High-performance Python package for balanced k-means clustering using optimal transport and entropic regularization

MurageKibicho /Sinkhorn-Solves-Sudoku

Unofficial implementation of the paper 'Sinkhorn Solves Sudoku' in C with Python starter code

sandyherho /anyakrakusuma

anyakrakusuma is a high-performance Python solver for the 2D Schrödinger Bridge Problem via Entropic Optimal Transport (EOT), utilizing the log-domain Sinkhorn-Knopp algorithm and Numba acceleration for robust stochastic process interpolation.

MurageKibicho /Hungarian-Assignment-Algorithm

Hungarian Assignment Algorithm

MurageKibicho /Neural-Sorting-Algorithms-Gumbel-Sinkhorn-Networks

We train a neural network in Python to sort lists of numbers using the Gumbel-Sinkhorn architecture from the original 2018 paper.

Bilal092 /Optimal-Transport-Sinkhorn

Python translation of Cuturi's MATLAB code for Sinkhorn Optimal Transport.

dailycodepython /geopolitical-optimal-transport-jax-based-Sinkhorn

JAX-based Sinkhorn Wasserstein distance model for analyzing geopolitical conflict dynamics and strategic decision-making.

eluckydog /sudoku-sinkhorn

三维张量 Sinkhorn-Knopp 连续松弛求解数独。将数独视为 9×9×9 概率张量连续优化问题，通过熵减和交替投影到四个约束集求解，无需搜索树或约束传播。含 Phistomefel 环计算分析。

arclabs561 /wass

Optimal transport distances