All Categories → No Category → optimal-transport

Top 10 optimal-transport open source projects

Awesome Domain Adaptation

A collection of AWESOME things about domian adaptation

✭ 3,357

awesome-list paper transfer-learning domain-adaptation adversarial-learning image-translation optimal-transport zero-shot-learning few-shot-learning

OptimalTransport.jl

Optimal transport algorithms for Julia

✭ 64

julia optimization wasserstein optimal-transport wasserstein-distance optimal-transport-algorithms sinkhorn-algorithm scaling-algorithms

large-scale-OT-mapping-TF

Tensorflow Implementation of "Large-scale Optimal Transport and Mapping Estimation"(ICLR2018/NIPS 2017 OTML)

✭ 18

python shell tensorflow optimal-transport nips-2017 iclr2018

Unofficial PyTorch implementation of "GAN-QP: A Novel GAN Framework without Gradient Vanishing and Lipschitz Constraint"

✭ 26

python pytorch generative-adversarial-network optimal-transport lipschitz-functions

Learned string similarity for entity names using optimal transport.

✭ 27

python shell record-linkage entity-resolution aliases string-distance string-matching optimal-transport string-similarity stance

Solve large instance of semi-discrete optimal transport problems and other Monge-Ampere equations

✭ 18

C++CMake numerical-methods optimal-transport monge-ampere

Wasserstein2GenerativeNetworks

PyTorch implementation of "Wasserstein-2 Generative Networks" (ICLR 2021)

✭ 38

Jupyter Notebook python deep-learning pytorch generative-adversarial-network gan style-transfer optimal-transport

MongeAmpereFlow

Continuous-time gradient flow for generative modeling and variational inference

✭ 29

python Mathematica dynamical-systems optimal-transport normalizing-flows monge-ampere-equation

progressive-growing-of-gans.pytorch

Unofficial PyTorch implementation of "Progressive Growing of GANs for Improved Quality, Stability, and Variation".

✭ 51

python generator pytorch discriminator generative-adversarial-network tensorboard wgan optimal-transport wasserstein-gan progressive-gan

sinkhorn-label-allocation

Sinkhorn 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.

✭ 49

python semi-supervised-learning image-classification optimal-transport few-shot-learning

1-10 of 10 optimal-transport projects