wasserstein-distance 开源项目推荐（119 个）

JokerJohn /Cloud_Map_Evaluation

[RAL' 25 & IROS‘ 25] MapEval: Towards Unified, Robust and Efficient SLAM Map Evaluation Framework.

JokerJohn /MS-Mapping

[ICRA@40] MS-Mapping: An Uncertainty-Aware Large-Scale Multi-Session LiDAR Mapping System

jwwangchn /NWD

Official code for "A Normalized Gaussian Wasserstein Distance for Tiny Object Detection"

JuliaOptimalTransport /OptimalTransport.jl

Optimal transport algorithms for Julia

sony /san

PyTorch implementation of slicing adversarial network (SAN)

Jiacheng-Zhu-AIML /WGPOT

The Wasserstein Distance and Optimal Transport Map of Gaussian Processes

baggepinnen /SpectralDistances.jl

Measure the distance between two spectra/signals using optimal transport and related metrics

sparks-baird /mat_discover

A materials discovery algorithm geared towards exploring high-performance candidates in new chemical spaces.

shantanu1109 /Coursera-DeepLearning.AI-GANs-Specialization

This Repository Contains Solution to the Assignments of the Generative Adversarial Networks (GANs) Specialization from deeplearning.ai on Coursera Taught by Sharon Zhou, Eda Zhou, Eric Zelikman

TakaraResearch /Pytorch-1D-Wasserstein-Statistical-Loss

1D Wasserstein Statistical Loss in Pytorch

francoispierrepaty /SubspaceRobustWasserstein

Source code for the ICML2019 paper "Subspace Robust Wasserstein Distances"

Jiacheng-Zhu-AIML /FOT

Functional Optimal Transport: Map Estimation and Domain Adaptation for Functional data

tuanrpt /MOST

Multi-Source Domain Adaptation via Optimal Transport for Student-Teacher Learning - UAI 2021

peterparity /conservation-laws-manifold-learning

Discovering Conservation Laws using Optimal Transport and Manifold Learning

gabsens /Learning-Embeddings-into-Entropic-Wasserstein-Spaces-ENSAE

A thorough review of the paper "Learning Embeddings into Entropic Wasserstein Spaces" by Frogner et al. Includes a reproduction of the results on word embeddings.

mtsch /PersistenceDiagrams.jl

Persistence Diagrams in Julia

gnardari /wasserstein

Header only C++ implementation of the Wasserstein distance (or earth mover's distance)

kratu /wess_hmm

Hybrid Wasserstein + HMM Market Regime Detection

tuanrpt /LAMDA

LAMDA: Label Matching Deep Domain Adaptation - ICML 2021

dr-costas /undaw

Unsupervised Domain Adaptation for Acoustic Scene Classification with Wasserstein Distance