43 results found Sort:

zhaoxin94
awesome-domain-adaptation zhaoxin94
871
5.1k
mit
138
A collection of AWESOME things about domian adaptation
paper awesome-list domain-adaptation few-shot-learning image-translation optimal-transport transfer-learning zero-shot-learning adversarial-learning
Created 2018-05-13
490 commits to master branch, last one about a month ago
PythonOT
POT PythonOT
502
2.4k
mit
47
POT : Python Optimal Transport
emd pot python ot-solver wasserstein sinkhorn-knopp machine-learning domain-adaptation optimal-transport gromov-wasserstein sinkhorn-divergences ot-mapping-estimation numerical-optimization wasserstein-barycenter wasserstein-barycenters wasserstein-discriminant-analysis
Created 2016-10-20
1,545 commits to master branch, last one 2 days ago
fwilliams
point-cloud-utils fwilliams
107
1.3k
mit
17
An easy-to-use Python library for processing and manipulating 3D point clouds and meshes.
mesh numpy python poisson geometry sampling sinkhorn hausdorff nanoflann point-cloud chamfer-distance lloyd-relaxation nearest-neighbor hausdorff-measure nearest-neighbors optimal-transport sinkhorn-distance hausdorff-distance poisson-disc-sampling poisson-disk-sampling
Created 2018-10-05
519 commits to master branch, last one 2 months ago
atong01
conditional-flow-matching atong01
100
1.2k
mit
17
TorchCFM: a Conditional Flow Matching library
pytorch optimal-transport continuous-normalizing-flows
Created 2023-01-30
309 commits to main branch, last one 3 days ago
ott-jax
ott ott-jax
81
527
apache-2.0
10
Optimal transport tools implemented with the JAX framework, to get differentiable, parallel and jit-able computations.
jax sinkhorn optimal-transport gromov-wasserstein automatic-differentiation
Created 2021-12-24
963 commits to main branch, last one a day ago
dfdazac
wassdistance dfdazac
56
455
mit
4
Approximating Wasserstein distances with PyTorch
pytorch deep-learning machine-learning optimal-transport
Created 2019-02-26
12 commits to master branch, last one 5 years ago
GaussianCube
GaussianCube GaussianCube
17
349
unknown
11
[NeurIPS 2024] GaussianCube: A Structured and Explicit Radiance Representation for 3D Generative Modeling
3d-generation generative-model optimal-transport 3d-gaussian-splatting
Created 2024-03-25
21 commits to main branch, last one 27 days ago
iamalexkorotin
NeuralOptimalTransport iamalexkorotin
19
183
mit
4
PyTorch implementation of "Neural Optimal Transport" (ICLR 2023 Spotlight)
deep-learning neural-networks optimal-transport unpaired-translation neural-optimal-transport image-to-image-translation
Created 2023-02-04
17 commits to main branch, last one 11 months ago
DreamFold
FoldFlow DreamFold
10
181
other
9
FoldFlow: SE(3)-Stochastic Flow Matching for Protein Backbone Generation
flow-matching optimal-transport protein-generation
Created 2023-10-18
7 commits to main branch, last one 6 months ago
jialuechen
torchquant jialuechen
17
161
apache-2.0
12
PyTorch Library for Quantitative Finance
pytorch quantlib deep-learning risk-management numerical-methods optimal-transport malliavin-calculus derivatives-pricing quantitative-finance automatic-differentiation
Created 2022-01-06
304 commits to main branch, last one about a month ago
CHENGY12
PLOT CHENGY12
8
146
mit
3
[ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models
clip-model prompt-learning few-shot-learning image-recognition optimal-transport transfer-learning
Created 2023-01-23
54 commits to main branch, last one 11 months ago
broadinstitute
wot broadinstitute
34
140
bsd-3-clause
12
A software package for analyzing snapshots of developmental processes
rna-seq trajectory single-cell time-series optimal-transport
Created 2017-10-18
1,253 commits to master branch, last one 3 years ago
theislab
moscot theislab
9
116
bsd-3-clause
3
Multi-omic single-cell optimal transport tools
single-cell optimal-transport
Created 2021-08-23
937 commits to main branch, last one 10 days ago
csyanbin
SCOT csyanbin
10
105
unknown
1
CVPR 2020, Semantic Correspondence as an Optimal Transport Problem, Pytorch Implementation.
pytorch optimal-transport semantic-correspondence
Created 2020-07-08
6 commits to master branch, last one 3 years ago
baggepinnen
DynamicAxisWarping.jl baggepinnen
11
98
other
5
Dynamic Time Warping (DTW) and related algorithms in Julia, at Julia speeds
soft-dtw time-series signal-analysis distance-measures optimal-transport signal-processing dynamic-time-warping time-series-analysis time-series-clustering dynamic-frequency-warping
Created 2020-04-30
272 commits to master branch, last one 9 months ago
JuliaOptimalTransport
OptimalTransport.jl JuliaOptimalTransport
9
95
mit
6
Optimal transport algorithms for Julia
julia wasserstein optimization optimal-transport scaling-algorithms sinkhorn-algorithm wasserstein-distance optimal-transport-algorithms
Created 2020-04-05
269 commits to master branch, last one 2 years ago
mahmoodlab
PANTHER mahmoodlab
11
94
other
3
Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024
panther protoype histology pathology mixture-model optimal-transport
Created 2024-03-24
10 commits to main branch, last one 2 months ago
joisino
otbook joisino
11
94
mit
1
書籍『最適輸送の理論とアルゴリズム』のサポートページです。
algorithms machine-learning optimal-transport
Created 2023-01-12
17 commits to main branch, last one about a month ago
Thinklab-SJTU
awesome-molecular-docking Thinklab-SJTU
6
92
mit
3
We would like to maintain a list of resources which aim to solve molecular docking and other closely related tasks.
drugai awesome binding paper-list drug-design awesome-list deep-learning bioinformatics drug-discovery generative-model machine-learning molecular-docking optimal-transport molecular-dynamics protein-ligand-docking ai-aided-drug-discovery geometric-deep-learning drug-protein-interactions equivariant-representations protein-protein-interaction
Created 2022-12-10
34 commits to main branch, last one about a year ago
sony
san sony
5
90
unknown
5
PyTorch implementation of slicing adversarial network (SAN)
gan pytorch generative-model machine-learning optimal-transport wasserstein-distance deep-generative-model sliced-wasserstein-distance
Created 2023-06-28
71 commits to main branch, last one 5 months ago
TorchDR
TorchDR TorchDR
10
69
bsd-3-clause
4
TorchDR - PyTorch Dimensionality Reduction
python affinity-matrix manifold-learning optimal-transport dimensionality-reduction
Created 2024-02-07
164 commits to main branch, last one about a month ago
shashankvkt
AlignMixup_CVPR22 shashankvkt
8
69
mit
1
Official Implementation of AlignMixup - CVPR 2022
mixup pytorch cvpr2022 alignment augmentation deep-learning optimal-transport
Created 2022-03-10
25 commits to master branch, last one 2 years ago
LiWentomng
Point2Mask LiWentomng
6
66
apache-2.0
6
The code for "Point2Mask: Point-supervised Panoptic Segmentation via Optimal Transport", ICCV2023
point2mask optimal-transport points-supervision panoptic-segmentation single-point-supervision weakly-supervised-segmentation
Created 2023-07-30
12 commits to main branch, last one about a year ago
mahmoodlab
MMP mahmoodlab
7
55
other
4
Multimodal prototyping for cancer survival prediction - ICML 2024
survival pathology prototype multimodal optimal-transport
Created 2024-05-23
9 commits to main branch, last one 2 months ago
LituRout
OptimalTransportModeling LituRout
9
54
unknown
2
The repository contains reproducible PyTorch source code of our paper Generative Modeling with Optimal Transport Maps, ICLR 2022.
pytorch denoising inpainting colorization image-restoration optimal-transport generative-modeling
Created 2022-03-05
8 commits to main branch, last one 2 years ago
stanford-futuredata
sinkhorn-label-allocation stanford-futuredata
3
53
mit
8
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.
few-shot-learning optimal-transport image-classification semi-supervised-learning
Created 2021-02-16
5 commits to master branch, last one 3 years ago
uzh-rpg
event_representation_study uzh-rpg
7
52
unknown
6
Official PyTorch implementation of the ICCV 2023 paper: From Chaos Comes Order: Ordering Event Representations for Object Recognition and Detection.
gen1 gen4 yolo events python yolov6 gryffin imagenet event-camera optimization event-cameras neural-network machine-learning object-detection optimal-transport event-based-camera event-based-vision gromov-wasserstein gromov-wasserstein-distance machine-learning-algorithms
Created 2022-10-14
5 commits to master branch, last one 7 months ago
anindex
mpot anindex
11
50
mit
2
Implementation of Motion Planning via Optimal Transport (MPOT) in PyTorch, NeurIPS 2023.
vectorization motion-planning optimal-transport
Created 2023-10-04
12 commits to main branch, last one about a year ago
RahulBhalley
progressive-growing-of-gans.pytorch RahulBhalley
5
50
mit
5
ProGAN with Standard, WGAN, WGAN-GP, LSGAN, BEGAN, DRAGAN, Conditional GAN, InfoGAN, and Auxiliary Classifier GAN training methods
wgan acgan began lsgan wgans dragan infogan pytorch wgan-gp generator tensorboard discriminator lsgan-pytorch conditional-gan infogan-pytorch progressive-gan wasserstein-gan optimal-transport auxiliary-classifier-gan generative-adversarial-network
Created 2017-10-30
51 commits to master branch, last one 2 months ago
iamalexkorotin
Wasserstein2GenerativeNetworks iamalexkorotin
4
50
mit
5
PyTorch implementation of "Wasserstein-2 Generative Networks" (ICLR 2021)
gan pytorch deep-learning style-transfer optimal-transport generative-adversarial-network
Created 2020-06-22
27 commits to master branch, last one about a year ago