Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: optimal-transport

PythonOT/POT

POT : Python Optimal Transport

Language: Python - Size: 42.9 MB - Last synced: 3 days ago - Pushed: 4 days ago - Stars: 2,270 - Forks: 483

zhaoxin94/awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

Size: 704 KB - Last synced: 11 days ago - Pushed: 17 days ago - Stars: 4,912 - Forks: 857

theislab/moscot

Multi-omic single-cell optimal transport tools

Language: Python - Size: 11.9 MB - Last synced: 3 days ago - Pushed: 4 days ago - Stars: 96 - Forks: 7

mahmoodlab/PANTHER

Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024

Language: Jupyter Notebook - Size: 26.7 MB - Last synced: 4 days ago - Pushed: 11 days ago - Stars: 31 - Forks: 1

otrecoding/OTRecod.jl

Optimal transport for data recoding

Language: Julia - Size: 831 KB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 1 - Forks: 0

sony/san

PyTorch implementation of slicing adversarial network (SAN)

Language: Python - Size: 18.7 MB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 47 - Forks: 0

minhngt62/ot-kpgf

Keypoint-guided Factorization for Optimal Transport

Language: Jupyter Notebook - Size: 6.82 MB - Last synced: 15 days ago - Pushed: 16 days ago - Stars: 0 - Forks: 0

DreamFold/FoldFlow

FoldFlow: SE(3)-Stochastic Flow Matching for Protein Backbone Generation

Language: Jupyter Notebook - Size: 85.7 MB - Last synced: 17 days ago - Pushed: 27 days ago - Stars: 115 - Forks: 3

atong01/conditional-flow-matching

TorchCFM: a Conditional Flow Matching library

Language: Python - Size: 144 MB - Last synced: 17 days ago - Pushed: about 2 months ago - Stars: 775 - Forks: 50

aperezlebel/MVA_OT_Project

Optimal transport project as part of Gabriel Peyré's course.

Language: Python - Size: 270 KB - Last synced: 19 days ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

garywei944/ChemFlow

Uncover meaningful structures of latent spaces learned by generative models with flows!

Language: Python - Size: 4.75 MB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 11 - Forks: 0

Piyushi-0/MMD-reg-OT

Code for our TMLR '24 Journal: MMD-Regularized UOT.

Language: Python - Size: 28.1 MB - Last synced: 23 days ago - Pushed: 23 days ago - Stars: 0 - Forks: 1

DaminK/GraphOTy

A Graph Optimal Transport Python Package

Language: Python - Size: 137 MB - Last synced: 26 days ago - Pushed: 26 days ago - Stars: 1 - Forks: 0

alexisthual/fugw

Scalable python GPU solvers for fused unbalanced gromov-wasserstein optimal transport problems, with routines and examples to align brain data (fMRI)

Language: Python - Size: 74 MB - Last synced: 29 days ago - Pushed: 29 days ago - Stars: 35 - Forks: 6

Yedson54/OT-Project-MBO

Optimal Transport - Monge, Bregman and Occam Estimator (A Short Tutorial)

Size: 0 Bytes - Last synced: 30 days ago - Pushed: about 1 month ago - Stars: 0 - Forks: 1

PetrMokrov/Energy-guided-Entropic-OT

Energy-guided Entropic Optimal Transport (ICLR'2024)

Language: Jupyter Notebook - Size: 30 MB - Last synced: 30 days ago - Pushed: about 1 month ago - Stars: 8 - Forks: 2

RahulBhalley/turing-gan

Source code for "Training Generative Adversarial Networks Via Turing Test".

Size: 372 MB - Last synced: about 1 month ago - Pushed: about 4 years ago - Stars: 13 - Forks: 2

uzh-rpg/event_representation_study

Official PyTorch implementation of the ICCV 2023 paper: From Chaos Comes Order: Ordering Event Representations for Object Recognition and Detection.

Language: Python - Size: 78.6 MB - Last synced: 25 days ago - Pushed: about 2 months ago - Stars: 44 - Forks: 6

KrishnaswamyLab/GeoSinkhorn

Code for the paper Geodesic Sinkhorn for Fast and Accurate Optimal Transport on Manifolds.

Language: Python - Size: 27.3 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 4 - Forks: 0

BorgwardtLab/WTK

A Wasserstein Subsequence Kernel for Time Series.

Language: Python - Size: 206 KB - Last synced: 16 days ago - Pushed: 4 months ago - Stars: 21 - Forks: 7

ott-jax/ott

Optimal transport tools implemented with the JAX framework, to get differentiable, parallel and jit-able computations.

Language: Python - Size: 76.6 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 456 - Forks: 66

mbuze/PyAPD

Computing (optimal) anisotropic power diagrams using GPU acceleration

Language: Jupyter Notebook - Size: 409 MB - Last synced: 24 days ago - Pushed: 3 months ago - Stars: 6 - Forks: 0

jaabmar/private-pgd

Implementation for the paper: "Privacy-preserving data release leveraging optimal transport and particle gradient descent"

Language: Python - Size: 26.2 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0

fwilliams/point-cloud-utils

A Python library for common tasks on 3D point clouds

Language: C++ - Size: 83.4 MB - Last synced: about 1 month ago - Pushed: 4 months ago - Stars: 1,193 - Forks: 104

broadinstitute/wot

A software package for analyzing snapshots of developmental processes

Language: Jupyter Notebook - Size: 96.5 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 132 - Forks: 34

Thinklab-SJTU/awesome-molecular-docking

We would like to maintain a list of resources which aim to solve molecular docking and other closely related tasks.

Size: 86.9 KB - Last synced: 27 days ago - Pushed: over 1 year ago - Stars: 85 - Forks: 5

graldij/transformer-fusion

Official repository of the "Transformer Fusion with Optimal Transport" paper, published as a conference paper at ICLR 2024.

Language: Python - Size: 65.4 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 5 - Forks: 0

iamalexkorotin/Wasserstein2GenerativeNetworks

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

Language: Jupyter Notebook - Size: 68.1 MB - Last synced: about 13 hours ago - Pushed: over 1 year ago - Stars: 49 - Forks: 4

PetrMokrov/Large-Scale-Wasserstein-Gradient-Flows

Source code for Large-Scale Wasserstein Gradient Flows (NeurIPS 2021)

Language: Jupyter Notebook - Size: 28.5 MB - Last synced: about 13 hours ago - Pushed: about 2 years ago - Stars: 29 - Forks: 5

declare-lab/MM-Align

[EMNLP 2022] This repository contains the official implementation of the paper "MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences"

Language: Python - Size: 284 KB - Last synced: about 2 months ago - Pushed: 3 months ago - Stars: 20 - Forks: 0

quocviethere/DSA-Project-Dijkstra-Algorithm

Đồ án môn học Cấu Trúc Dữ Liệu và Giải Thuật (22C1INF50900702) - Ứng dụng thuật toán Dijkstra để tối ưu hoá chi phí vận tải - UEH

Language: TeX - Size: 61.4 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

caokai1073/Pamona

The software of Pamona, a partial manifold alignment algorithm.

Language: Jupyter Notebook - Size: 41.4 MB - Last synced: 4 days ago - Pushed: about 3 years ago - Stars: 19 - Forks: 3

ymgw55/WSMD

Improving word mover’s distance by leveraging self-attention matrix

Language: Python - Size: 701 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 7 - Forks: 0

cantinilab/mowgli_reproducibility

Data and scripts to reproduce experiments for Mowgli.

Language: Python - Size: 336 MB - Last synced: about 2 months ago - Pushed: 2 months ago - Stars: 1 - Forks: 1

shashankvkt/AlignMixup_CVPR22

Official Implementation of AlignMixup - CVPR 2022

Language: Python - Size: 1.12 MB - Last synced: about 2 months ago - Pushed: about 2 years ago - Stars: 66 - Forks: 9

lmotte/graph-prediction-with-fused-gromov-wasserstein

Python implementation of the supervised graph prediction method proposed in http://arxiv.org/abs/2202.03813 using PyTorch library and POT library (Python Optimal Transport).

Language: Python - Size: 1.64 MB - Last synced: 2 months ago - Pushed: over 2 years ago - Stars: 12 - Forks: 2

rhfeiyang/SPPOT

Official implementation of 'SP$^2$OT: Semantic-Regularized Progressive Partial Optimal Transport for Imbalanced Clustering'.

Language: Python - Size: 52.7 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

nklb/wasserstein-distance

Compact Matlab code for the computation of the 1- and 2-Wasserstein distances in 1D

Language: MATLAB - Size: 14.6 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 30 - Forks: 7

cantinilab/Mowgli

Single-cell multi-omics integration using Optimal Transport

Language: Python - Size: 7.8 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 32 - Forks: 1

CHENGY12/PLOT

[ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models

Language: Python - Size: 2.46 MB - Last synced: 2 months ago - Pushed: 6 months ago - Stars: 107 - Forks: 7

stypoumic/BECLR

Official repository for the paper BECLR: Batch Enhanced Contrastive Unsupervised Few-Shot Learning

Language: Python - Size: 12.2 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 4 - Forks: 0

istmarc/optimal-transport

Computational optimal transport

Language: Jupyter Notebook - Size: 8.74 MB - Last synced: 3 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

suldier/GCOT

Graph Convolutional Optimal Transport for Hyperspectral Image Spectral Clustering

Language: Python - Size: 229 KB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 8 - Forks: 1

huawenbo/GGOT

GGOT: A Gaussian graphical optimal transport method to detecting disease tipping points

Language: Python - Size: 473 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 3 - Forks: 0

baggepinnen/SpectralDistances.jl

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

Language: Julia - Size: 229 MB - Last synced: 23 days ago - Pushed: over 1 year ago - Stars: 45 - Forks: 4

baggepinnen/DynamicAxisWarping.jl

Dynamic Time Warping (DTW) and related algorithms in Julia, at Julia speeds

Language: Julia - Size: 607 KB - Last synced: 23 days ago - Pushed: 4 months ago - Stars: 93 - Forks: 10

tuanrpt/LAMDA

LAMDA: Label Matching Deep Domain Adaptation - ICML 2021

Language: Python - Size: 319 KB - Last synced: 3 months ago - Pushed: over 2 years ago - Stars: 13 - Forks: 2

cantinilab/scconfluence

A novel method for single-cell diagonal integration: scConfluence

Language: Python - Size: 4.27 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 7 - Forks: 0

Xiaoyang-Song/Out-of-Distribution-GANs

Xiaoyang Song's Research with Dr. Wenbo Sun, Prof. Raed AI Kontar and Prof. Judy Jin from University of Michigan. This research focus on Out-of-Distribution Computer Vision data generation and detection.

Language: Python - Size: 230 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 2 - Forks: 0

LiWentomng/Point2Mask

The code for "Point2Mask: Point-supervised Panoptic Segmentation via Optimal Transport", ICCV2023

Language: Python - Size: 3.35 MB - Last synced: 3 months ago - Pushed: 8 months ago - Stars: 61 - Forks: 6

offchan42/deepJDOT Fork of bbdamodaran/deepJDOT

Implementation of DeepJDOT in Keras

Language: Python - Size: 104 KB - Last synced: 3 months ago - Pushed: almost 5 years ago - Stars: 1 - Forks: 0

lebrat/MongeNet

MongeNet sampler official implementation

Language: Python - Size: 16.5 MB - Last synced: 2 months ago - Pushed: almost 3 years ago - Stars: 13 - Forks: 0

dfdazac/wassdistance

Approximating Wasserstein distances with PyTorch

Language: Jupyter Notebook - Size: 381 KB - Last synced: 3 months ago - Pushed: about 1 year ago - Stars: 434 - Forks: 55

Marioouu/Optimal-Package-Allocation-for-Logistics

A cost effective solution to allocate shipments to distribution Hubs.

Language: Python - Size: 2.45 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

Jiacheng-Zhu-AIML/FOT

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

Language: Python - Size: 8.58 MB - Last synced: 3 months ago - Pushed: almost 3 years ago - Stars: 22 - Forks: 4

tuanrpt/MOST

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

Language: Python - Size: 847 KB - Last synced: 3 months ago - Pushed: over 2 years ago - Stars: 18 - Forks: 2

milenagazdieva/ExtremalNeuralOptimalTransport

PyTorch implementation of "Extremal Domain Translation with Neural Optimal Transport" (NeurIPS 2023)

Language: Jupyter Notebook - Size: 951 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 10 - Forks: 2

CSDUlm/wsingular

Python package for the ICML 2022 paper "Unsupervised Ground Metric Learning Using Wasserstein Singular Vectors".

Language: Python - Size: 284 KB - Last synced: 27 days ago - Pushed: over 1 year ago - Stars: 9 - Forks: 0

kachark/rust-optimal-transport

Rust Optimal Transport solvers

Language: C++ - Size: 270 KB - Last synced: 2 days ago - Pushed: 2 months ago - Stars: 3 - Forks: 1

sacha-ichbiah/optiflow

Reconstruction of flows from kymographs with optimal transport

Language: Jupyter Notebook - Size: 754 KB - Last synced: 23 days ago - Pushed: 11 months ago - Stars: 4 - Forks: 0

olsenlabmit/Polymer-Ensemble-Similarity

Calculating Pairwise Similarity of Polymer Ensembles via Earth Mover’s Distance

Language: Jupyter Notebook - Size: 13.7 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 1

Jiacheng-Zhu-AIML/WGPOT

The Wasserstein Distance and Optimal Transport Map of Gaussian Processes

Language: Python - Size: 7.28 MB - Last synced: 3 months ago - Pushed: almost 4 years ago - Stars: 38 - Forks: 10

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"

Language: Python - Size: 53.7 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

pbarbarant/fmri2image_alignment

A package for fMRI to image reconstruction using functional alignment

Language: Python - Size: 67.8 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

rhfeiyang/PPOT

Official implementation of 'P$^2$OT: Progressive Partial Optimal Transport for Deep Imbalanced Clustering'. (Accepted by ICLR 2024)

Language: Python - Size: 75.2 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 5 - Forks: 1

nayeemrizve/TRSSL

"Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)

Language: Python - Size: 32.2 KB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 29 - Forks: 3

axmat/optimal-transport

Computational optimal transport

Language: Jupyter Notebook - Size: 14.8 MB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

ff-zhang/domain-adaption-optimal-transport

Uses optimal transport to adapt models trained on MNIST to make predictions on EMNIST

Language: Python - Size: 9.77 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

sorin373/SpeedyGo

This repository contains my project for a school assignment, developed when I was an 11th grader. It focuses on exploring and utilizing graphs in order to solve various problems. The project demonstrates my understanding of graph algorithms and data structures, showcasing the practical applications of graph theory concepts.

Language: C++ - Size: 16.8 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

Anshumaan-Chauhan02/Guided-Flow-Matching

Utilized attention incorporated UNet model for conditional image generation using Flow Matching with Conditional Optimal Transport Objective

Language: Jupyter Notebook - Size: 3.18 MB - Last synced: 12 days ago - Pushed: 5 months ago - Stars: 1 - Forks: 2

dr-costas/undaw

Unsupervised Domain Adaptation for Acoustic Scene Classification with Wasserstein Distance

Language: Python - Size: 41 KB - Last synced: 19 days ago - Pushed: over 3 years ago - Stars: 13 - Forks: 6

sichkar-valentyn/Transportation_Problem

Transportation Model for an optimal strategy for distributing a commodity from a group of supply centers to various receiving centers. Solved in C# Windows Form Application

Language: C# - Size: 732 KB - Last synced: 4 months ago - Pushed: almost 5 years ago - Stars: 12 - Forks: 4

stanford-futuredata/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.

Language: Python - Size: 140 KB - Last synced: about 2 months ago - Pushed: almost 3 years ago - Stars: 53 - Forks: 3

fwilliams/fml

FML (Francis' Machine-Learnin' Library) - A collection of utilities for machine learning tasks

Language: Python - Size: 28.3 KB - Last synced: 4 months ago - Pushed: about 5 years ago - Stars: 30 - Forks: 6

RahulBhalley/gan-qp.pytorch

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

Language: Python - Size: 20.9 MB - Last synced: about 1 month ago - Pushed: over 4 years ago - Stars: 29 - Forks: 6

hli2020/nn_encapsulation

Capsule research with our trivial contribution

Language: Python - Size: 24.8 MB - Last synced: 2 months ago - Pushed: almost 6 years ago - Stars: 53 - Forks: 7

RahulBhalley/progressive-growing-of-gans.pytorch

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

Language: Python - Size: 17.5 MB - Last synced: about 1 month ago - Pushed: over 5 years ago - Stars: 50 - Forks: 5

stegua/dotlib

Dot Lib

Language: C++ - Size: 5.67 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 7 - Forks: 0

eddardd/CrossDomainFaultDiagnosis

Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Transport

Language: Jupyter Notebook - Size: 154 MB - Last synced: 4 months ago - Pushed: 10 months ago - Stars: 16 - Forks: 5

kachark/FormFlight

Simulation framework for autonomous vehicle formation and assignment

Language: Python - Size: 6.55 MB - Last synced: 6 months ago - Pushed: over 2 years ago - Stars: 4 - Forks: 0

joshnguyen99/partialot

Implementation of gradient-based partial optimal transport solvers (AAAI 2024)

Language: Python - Size: 26.4 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

anindex/ssax

Implementation of Sinkhorn Step in JAX, NeurIPS 2023.

Language: Python - Size: 19 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 34 - Forks: 2

thesang-nguyen/PixelOTC

implementation of the OTC curves on pixel images

Language: Jupyter Notebook - Size: 969 KB - Last synced: about 1 month ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

CesarBarilla/MFG-Cities_Code

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

Language: M - Size: 22.5 KB - Last synced: 6 months ago - Pushed: over 3 years ago - Stars: 2 - Forks: 2

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

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

Language: Jupyter Notebook - Size: 258 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

kdhht2334/ELIM_FER

[NeurIPS 2022] The official repository of Expression Learning with Identity Matching for Facial Expression Recognition

Language: Python - Size: 54.1 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 28 - Forks: 3

iamalexkorotin/NeuralOptimalTransport

PyTorch implementation of "Neural Optimal Transport" (ICLR 2023 Spotlight)

Language: Jupyter Notebook - Size: 38.3 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 113 - Forks: 17

XJTU-XGU/OTCS

Code for "Optimal Transport-Guided Conditional Score-Based Diffusion Model (NeurIPS, 8,7,7,6)"

Language: Jupyter Notebook - Size: 12.7 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 16 - Forks: 0

AaltoML/iterative-smoothing-bridge

Code for 'Transport with Support: Data-Conditional Diffusion Bridges'

Language: Python - Size: 1.17 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

aida-ugent/OTF

Optimal Transport of Classifiers to Fairness (NeurIPS 2022).

Language: Python - Size: 21.5 KB - Last synced: 19 days ago - Pushed: about 1 year ago - Stars: 3 - Forks: 1

google-deepmind/wasserstein_fairness

An implementation of Wasserstein Fair Classification, a conference paper submitted to UAI 2019.

Language: Python - Size: 13.7 KB - Last synced: about 2 months ago - Pushed: over 4 years ago - Stars: 20 - Forks: 12

dmdin/Wasserstein_barycenter

Wasserstein barycenter research for images

Language: Python - Size: 20.5 KB - Last synced: 6 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

TraME-Project/TraME

A toolbox for solving problems of equilibrium computation and identification in discrete choice and matching problems.

Language: C++ - Size: 3 MB - Last synced: 3 months ago - Pushed: almost 6 years ago - Stars: 20 - Forks: 7

JuliaOptimalTransport/OptimalTransport.jl

Optimal transport algorithms for Julia

Language: Julia - Size: 24.8 MB - Last synced: 10 days ago - Pushed: 25 days ago - Stars: 91 - Forks: 8

kirthevasank/nasbot

Neural Architecture Search with Bayesian Optimisation and Optimal Transport

Language: Python - Size: 294 KB - Last synced: 7 months ago - Pushed: over 5 years ago - Stars: 128 - Forks: 26

peterparity/conservation-laws-manifold-learning

Discovering Conservation Laws using Optimal Transport and Manifold Learning

Language: Jupyter Notebook - Size: 14 MB - Last synced: 7 months ago - Pushed: 8 months ago - Stars: 7 - Forks: 3

csyanbin/LSMI-Sinkhorn

Code for ECML/PKDD paper: "LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with Optimal Transport"

Language: Python - Size: 65.5 MB - Last synced: 7 months ago - Pushed: almost 3 years ago - Stars: 14 - Forks: 4

csyanbin/SCOT

CVPR 2020, Semantic Correspondence as an Optimal Transport Problem, Pytorch Implementation.

Language: Python - Size: 3.1 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 97 - Forks: 10

aleable/McOpt

McOpt is an algorithm that can efficiently solve multicommodity routing problems on networks

Language: Jupyter Notebook - Size: 424 KB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 14 - Forks: 2

ChengzijunAixiaoli/POTD

Python3 and R implementation of the paper [Sufficient dimension reduction for classification using principal optimal transport direction] (NeurIPS 2020)

Language: Jupyter Notebook - Size: 166 KB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 4 - Forks: 3

Related Keywords
optimal-transport 212 machine-learning 38 pytorch 27 deep-learning 26 wasserstein-distance 22 wasserstein 19 optimization 17 domain-adaptation 15 python 15 sinkhorn 14 transfer-learning 12 generative-model 10 sinkhorn-algorithm 10 single-cell 8 generative-adversarial-network 7 clustering 7 wasserstein-barycenters 6 sinkhorn-distance 5 gan 5 monge-ampere 4 reinforcement-learning 4 numpy 4 barycenter 4 tensorflow 4 earth-movers-distance 4 wasserstein-gan 4 statistics 4 julia 4 emd 4 gromov-wasserstein 4 convex-optimization 4 sinkhorn-divergences 4 sinkhorn-knopp 4 wasserstein-barycenter 4 few-shot-learning 4 time-series 4 geometric-deep-learning 4 dynamical-systems 4 routing-algorithm 3 color-transfer 3 ot-mapping-estimation 3 numerical-methods 3 computer-vision 3 gromov-wasserstein-distance 3 structured-prediction 3 unsupervised-domain-adaptation 3 pot 3 deep-neural-networks 3 gaussian-processes 3 image-to-image-translation 3 matrix-factorization 3 dictionary-learning 3 paper 3 sliced-wasserstein-distance 3 networks 3 diffusion-models 3 semi-supervised-learning 3 optimization-algorithms 3 point-cloud 3 wasserstein-discriminant-analysis 3 optimal-control 3 matlab 2 unbalanced-optimal-transport 2 imbalanced-clustering 2 robustness 2 supervised-learning 2 cuda 2 natural-language-processing 2 data-integration 2 manifold-learning 2 graph-prediction 2 multi-omics 2 r 2 nlp-machine-learning 2 nlp 2 fairness 2 cpp 2 matching 2 neural-optimal-transport 2 mean-field-games 2 partial-optimal-transport 2 cpp11 2 earth-mover-distance 2 causal-inference 2 deep-reinforcement-learning 2 monge 2 unsupervised-learning 2 adversarial-training 2 graph-matching 2 topic-modeling 2 image-processing 2 wasserstein-2-distance 2 icml-2022 2 icml 2 unpaired-translation 2 neural-networks 2 multi-source-domain-adaptation 2 imitation-learning 2 domain-shift 2 signal-processing 2