sinkhorn

There are 0 repository under sinkhorn topic.

fwilliams / point-cloud-utils
An easy-to-use Python library for processing and manipulating 3D point clouds and meshes.
poisson-disk-sampling poisson sampling mesh geometry python numpy lloyd-relaxation hausdorff-measure hausdorff hausdorff-distance poisson-disc-sampling nearest-neighbor nanoflann optimal-transport sinkhorn sinkhorn-distance chamfer-distance point-cloud nearest-neighbors
Language:C++ 1207
ott
ott-jax / ott
Optimal transport tools implemented with the JAX framework, to get differentiable, parallel and jit-able computations.
optimal-transport automatic-differentiation jax sinkhorn gromov-wasserstein
Language:Python 458
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 32
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.
ensae wasserstein-distance word-embeddings optimal-transport pytorch sinkhorn
Language:Jupyter Notebook 22
MarkMoHR / TF-OT-Sinkhorn
Tensorflow implementation of optimal transport (OT) with Sinkhorn algorithm.
optimal-transport ot tensorflow sinkhorn sinkhorn-distance
Language:Python 19
csyanbin / LSMI-Sinkhorn
Code for ECML/PKDD paper: "LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with Optimal Transport"
sinkhorn optimal-transport mutual-information semi-supervised-learning
Language:Python 14
GiulsLu / OT-gradients
optimal-transport sinkhorn gradients
Language:Python 11
dmivilensky / Wasserstein-distance-calculation
Optimal Transport and Optimization related experiments.
wasserstein barycenters sinkhorn primal-dual-algorithms entropy-regularizer
Language:Jupyter Notebook 10
George0828Zhang / sinkhorn-simultrans
Implementation of the paper "Anticipation-Free Training for Simultaneous Machine Translation"
neural-machine-translation simultaneous-translation machine-translation deep-learning pytorch python sinkhorn
Language:Python 8
vienmai / drot
Douglas-Rachford Splitting for Optimal Transport
cuda optimal-transport operator-splitting optimization-algorithms sinkhorn mordern-cpp cpp
Language:Jupyter Notebook 8
Music-Transformers-Library
asigalov61 / Music-Transformers-Library
A dedicated convenient repo for different Music Transformers implementations (Reformer/XTransformer/Sinkhorn/etc)
music-transformer music-generation music-ai music-ai-architectures music-composition piano midi music artificial-intelligence deep-learning machine-learning transformers-library reformer performer sota sinkhorn routing-transformer music-transformers-implementations music-transformers-library music-nlp
Language:Jupyter Notebook 7
KrishnaswamyLab / GeoSinkhorn
Code for the paper Geodesic Sinkhorn for Fast and Accurate Optimal Transport on Manifolds.
optimal-transport sinkhorn
Language:Python 4
LawrenceMMStewart / Semi-Supervised-Learning-with-OT
optimal-transport geometric-deep-learning data-imputation sinkhorn sinkhorn-divergences
Language:Python 4
hrshtv / CTreeOT
[ICML 2023] Official code for our paper: 'Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models'
belief-propagation case-based-reasoning domain-adaptation message-passing optimal-transport sinkhorn-algorithm sinkhorn-distance structured-prediction text-to-sql text2sql tree-matching tree-similarity test-time-adaptation icml icml-2023 graph-matching ctreeot sinkhorn sinkhorn-knopp icml2023
Language:Python 3
konstantinosKokos / neural-proof-nets
A neural parser for typelogical grammars based on Sinkhorn networks and Linear Logic Proof Nets.
sinkhorn prover linear-logic parser proof-net type-logical-grammar dutch lambda-calculus
Language:Python 3
ManifoldFR / entropic-mfg
Library for solving variational mean-field games using optimal transport and the Sinkhorn algorithm
optimal-transport sinkhorn game-theory-algorithms mean-field-games
Language:C++ 3
CesarBarilla / MFG-Cities_Code
Code for "A MFG Model for the Dynamics of Cities" (Barilla, Carlier, Lasry 2021)
mfg optimal-transport mean-field-games sinkhorn sinkhorn-algorithm
Language:M 2
rohithteja / Optimal-Transport
Code for some of the algorithms used in Optimal Transport like subspace alignment and sinkhorn algorithms
optimal-transport subspace-alignment sinkhorn
Language:Jupyter Notebook