wasserstein

There are 0 repository under wasserstein topic.

PythonOT / POT
POT : Python Optimal Transport
domain-adaptation emd gromov-wasserstein machine-learning numerical-optimization optimal-transport ot-mapping-estimation ot-solver pot python sinkhorn-divergences sinkhorn-knopp wasserstein wasserstein-barycenter wasserstein-barycenters wasserstein-discriminant-analysis
Language:Python 2629
shayneobrien / generative-models
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
python generative-adversarial-network machine-learning pytorch discriminator gan wasserstein vae generative-models began dragan autoencoder infogan lsgan mmgan nsgan ragan wgan fgan fishergan
Language:Jupyter Notebook 500
shekkizh / WassersteinGAN.tensorflow
Tensorflow implementation of Wasserstein GAN - arxiv: https://arxiv.org/abs/1701.07875
gan generative-adversarial-network tensorflow wasserstein
Language:Python 418
JuliaOptimalTransport / OptimalTransport.jl
Optimal transport algorithms for Julia
julia optimal-transport optimal-transport-algorithms optimization scaling-algorithms sinkhorn-algorithm wasserstein wasserstein-distance
Language:Julia 102
gaohuang / S-WMD
Code for Supervised Word Mover's Distance (SWMD)
metric-learning wasserstein word-embeddings
Language:MATLAB 92
tensorfreitas / DCGAN-for-Bird-Generation
DCGAN and WGAN implementation on Keras for Bird Generation
dcgan keras gan wasserstein-gan wasserstein wgan
Language:Python 65
kjunelee / WINN
Wasserstein Introspective Neural Networks (CVPR 2018 Oral)
introspective-neural-networks generative-model adversarial-example adversarial-attacks wasserstein
Language:Jupyter Notebook 59
Jiacheng-Zhu-AIML / WGPOT
The Wasserstein Distance and Optimal Transport Map of Gaussian Processes
domain-adaptation gaussian guassian-processes machine-learning nonparametric-statistics optimal-transport ot-mapping-estimation python stats transfer-learning wasserstein wasserstein-barycenters wasserstein-distance
Language:Python 52
icemiliang / pyvot
A Python implementation of Monge optimal transportation
optimal-transport wasserstein clustering variational-method monge wasserstein-means wasserstein-barycenters transshipment
Language:Python 49
fonfonx / WassersteinGAN.torch
Torch implementation of Wasserstein GAN https://arxiv.org/abs/1701.07875
torch wasserstein-gan gan wasserstein neural-networks deep-learning
Language:Lua 47
sparks-baird / mat_discover
A materials discovery algorithm geared towards exploring high-performance candidates in new chemical spaces.
materials-discovery machine-learning materials-science materials-screening materials-informatics pytorch numba predict-materials-properties crabnet wasserstein-distance wasserstein-metric wasserstein earth-movers-distance earth-mover-distance materials-discoveries materials-project adaptive-design bayesian-optimization matdiscover python
Language:Python 41
stephenhky / PyWMD
Word Mover's Distance (WMD) in Python
python wasserstein wmd
Language:Jupyter Notebook 36
fwilliams / fml
FML (Francis' Machine-Learnin' Library) - A collection of utilities for machine learning tasks
sinkhorn pytorch chamfer point-cloud machine-learning wasserstein optimal-transport earth-mover-distance sinkhorn-distance regularized-optimal-transport
Language:Python 35
francoispierrepaty / SubspaceRobustWasserstein
Source code for the ICML2019 paper "Subspace Robust Wasserstein Distances"
wasserstein wasserstein-discriminant-analysis wasserstein-distance subspace-robust-wasserstein optimal-transport wasserstein-metric wasserstein-barycenter pca pca-analysis dimensionality-reduction
Language:Jupyter Notebook 29
adler-j / wasserstein_inverse_problems
Code for the article "Learning to solve inverse problems using Wasserstein loss"
inverse-problems mathematics wasserstein machine-learning odl
Language:Python 28
HareeshBahuleyan / probabilistic_nlg
Tensorflow Implementation of Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation (NAACL 2019).
vae wae stochastic wasserstein autoencoder text generation seq2seq tensorflow sentence reconstruction dialog
Language:Python 28
germain-hug / GANs-Keras
GANs Implementations in Keras
gan dcgan infogan wgan cgan keras wasserstein tensorflow
Language:Python 24
bobye / acl2017_document_clustering
code for "Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering" ACL 2017
d2-clustering document-clustering python wasserstein word2vec
Language:Python 21
RahulBhalley / turing-gan
Source code for "Training Generative Adversarial Networks Via Turing Test".
generative-adversarial-network pytorch turing-test optimal-transport lipschitz-functions wasserstein-gan gan mnist fashion-mnist cifar10 turing-gans wasserstein
13
dmivilensky / Wasserstein-distance-calculation
Optimal Transport and Optimization related experiments.
wasserstein barycenters sinkhorn primal-dual-algorithms entropy-regularizer
Language:Jupyter Notebook 10
hiroyuki-kasai / SSPW-kmeans
Sparse simplex projection-based Wasserstein k-means
optimal-transport clustering k-means-clustering k-means wasserstein-distance wasserstein sinkhorn-algorithm
Language:MATLAB 10
wsingular
CSDUlm / wsingular
Python package for the ICML 2022 paper "Unsupervised Ground Metric Learning Using Wasserstein Singular Vectors".
icml icml-2022 machine-learning metric-learning optimal-transport wasserstein
Language:Python 9
ymgw55 / WSMD
Improving word mover’s distance by leveraging self-attention matrix (Published in EMNLP 2023 Findings)
python gromov-wasserstein machine-learning nlp nlp-machine-learning optimal-transport wasserstein fused-gromov-wasserstein emnlp emnlp2023
Language:Python 9
icemiliang / vot
Variational Optimal Transportation
optimal-transport machine-learning wasserstein emd clustering
Language:C++ 7
jinmang2 / W-LDA
Pytorch Implementation for Topic Modeling with Wasserstein Autoencoders
wasserstein-distance wasserstein-lda optimal-transport wasserstein topic-modeling
Language:Python 7
stegua / dotlib
Dot Lib
cpp11 earth-movers-distance optimal-transport python wasserstein
Language:C++ 7
JuliaOptimalTransport / PythonOT.jl
Julia interface for the Python Optimal Transport (POT) library
emd julia optimal-transport ot-solver pot sinkhorn-divergences wasserstein
Language:Julia 6
Piyushi-0 / MMD-reg-OT
Code for our TMLR '24 Journal: MMD-Regularized UOT.
barycenter domain-adaptation mmd optimal-transport prompt-learning two-sample-test wasserstein pytorch
Language:Python 4
YeongHyeon / WGAN-TF
TensorFlow implementation of Wasserstein GAN (WGAN) with MNIST dataset.
tensorflow tensorflow-examples generative-adversarial-network generative-model gan gans wasserstein wasserstein-gan wgan mnist mnist-dataset
Language:Python 4
ucalyptus / Cloud-Movers-Distance
Employing Optimal Transport metrics for Point Cloud Registration
icp optimal-transport point-cloud registration wasserstein wasserstein-distance
Language:Jupyter Notebook 2
yukiTakezawa / FS_TSWB
Code for "Fixed Support Tree-Sliced Wasserstein Barycenter"
optimal-transport wasserstein wasserstein-barycenter
Language:Jupyter Notebook 2
alexspagn / Beyond-GOTEX-Using-multiple-feature-detectors-for-better-texture-synthesis
Implementation and results from "Beyond GOTEX: Using Multiple Feature Detectors for Better Texture Synthesis"
cnn generative-ai inceptionv3 optimal-transport texture-synthesis vgg19 wasserstein
Language:Python 1
Daphilippe / brain_connectivity
Optimal transport for comparing short brain connectivity between individuals | Optimal transport | Wasserstein distance | Barycenter | K-medoids | Isomap| Sulcus | Brain
optimal transport wasserstein distance barycenter k-medoids isomap brain sulcus centroid barycentre
Language:Python 1
dingran / wae-mxnet
MXNet/Gluon implementation of Wasserstein Auto-Encoders (WAE)
autoencoder autoencoders wasserstein mxnet gluon
1
krisht / WassersteinGAN
Demonstration of Wasserstein GAN. Using Earth Mover's distance to measure similarity between two distributions
deep-learning deep-neural-networks gan machine-learning wasserstein
Language:Python 1
dmdin / Wasserstein_barycenter
Wasserstein barycenter research for images
wasserstein-barycenters barycenters optimal-transport wasserstein monge-kantorovich
Language:Python

wasserstein

PythonOT / POT

shayneobrien / generative-models

shekkizh / WassersteinGAN.tensorflow

JuliaOptimalTransport / OptimalTransport.jl

gaohuang / S-WMD

tensorfreitas / DCGAN-for-Bird-Generation

kjunelee / WINN

Jiacheng-Zhu-AIML / WGPOT

icemiliang / pyvot

fonfonx / WassersteinGAN.torch

sparks-baird / mat_discover

stephenhky / PyWMD

fwilliams / fml

francoispierrepaty / SubspaceRobustWasserstein

adler-j / wasserstein_inverse_problems

HareeshBahuleyan / probabilistic_nlg

germain-hug / GANs-Keras

bobye / acl2017_document_clustering

RahulBhalley / turing-gan

dmivilensky / Wasserstein-distance-calculation

hiroyuki-kasai / SSPW-kmeans

CSDUlm / wsingular

ymgw55 / WSMD

icemiliang / vot

jinmang2 / W-LDA

stegua / dotlib

JuliaOptimalTransport / PythonOT.jl

Piyushi-0 / MMD-reg-OT

YeongHyeon / WGAN-TF

ucalyptus / Cloud-Movers-Distance

yukiTakezawa / FS_TSWB

alexspagn / Beyond-GOTEX-Using-multiple-feature-detectors-for-better-texture-synthesis

Daphilippe / brain_connectivity

dingran / wae-mxnet

krisht / WassersteinGAN

dmdin / Wasserstein_barycenter