MMD, Hausdorff and Sinkhorn divergences scaled up to 1,000,000 samples.
☆59Apr 15, 2019Updated 7 years ago
Alternatives and similar repositories for global-divergences
Users that are interested in global-divergences are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Geometric loss functions between point clouds, images and volumes☆700May 12, 2026Updated last month
- Sinkhorn Barycenters via Frank-Wolfe algorithm☆26Feb 3, 2020Updated 6 years ago
- It is a repo which allows to compute all divergences derived from the theory of entropically regularized, unbalanced optimal transport. I…☆32Dec 21, 2022Updated 3 years ago
- Code for our ICLR19 paper "Wasserstein Barycenters for Model Ensembling", Pierre Dognin, Igor Melnyk, Youssef Mroueh, Jarret Ross, Cicero…☆24Nov 18, 2019Updated 6 years ago
- Tensorflow implementation of optimal transport (OT) with Sinkhorn algorithm.☆19Nov 5, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆24Sep 10, 2021Updated 4 years ago
- MICCAI 2017 Paper - Optimal Transport for Diffeomorphic Registration☆56Apr 15, 2019Updated 7 years ago
- ☆12Oct 7, 2020Updated 5 years ago
- N. Papadakis, G. Peyré, E. Oudet. Optimal Transport with Proximal Splitting. SIAM Journal on Imaging Sciences, 7(1), pp. 212–238, 2014.☆12Jan 7, 2017Updated 9 years ago
- Toolbox to integrate optimal transport loss functions using automatic differentiation and Sinkhorn's algorithm☆449May 14, 2018Updated 8 years ago
- ☆12Oct 14, 2018Updated 7 years ago
- Optimal transport and generalizations☆68May 13, 2019Updated 7 years ago
- L. Chizat, G. Peyré, B. Schmitzer, F-X. Vialard. Scaling Algorithms for Unbalanced Transport Problems. Preprint Arxiv:1607.05816, 2016.☆43Jan 20, 2017Updated 9 years ago
- Geometric morphometrics in non-Euclidean shape spaces.☆53Jul 21, 2025Updated 10 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆17Oct 22, 2020Updated 5 years ago
- Scaled MMD GAN☆36Oct 30, 2019Updated 6 years ago
- More user-friendly version of multi-scale algorithm library for optimal transport.☆27Mar 6, 2025Updated last year
- Code for http://proceedings.mlr.press/v80/dvurechensky18a.html☆17Jul 31, 2018Updated 7 years ago
- ☆14Sep 4, 2020Updated 5 years ago
- MMD-GAN: Towards Deeper Understanding of Moment Matching Network☆202Aug 8, 2023Updated 2 years ago
- Gabriel Peyré, Marco Cuturi, Justin Solomon, Gromov-Wasserstein Averaging of Kernel and Distance Matrices, Proc. of ICML 2016.☆75Aug 21, 2016Updated 9 years ago
- Practical sessions for the Optimal Transport and Machine learning course at DS3 2018☆94Jun 27, 2018Updated 7 years ago
- Enhanced Transport Distance for Unsupervised Domain Adaptation☆12Mar 20, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Curated List of Autonomous Vehicles Resources☆10Dec 16, 2016Updated 9 years ago
- Scalable framework for comparing metric measure spaces with up to 1M points.☆16Apr 6, 2021Updated 5 years ago
- Official Python3 implementation of our ICML 2021 paper "Unbalanced minibatch Optimal Transport; applications to Domain Adaptation"☆51Sep 6, 2022Updated 3 years ago
- ☆16Sep 2, 2020Updated 5 years ago
- PyTorch implementation of the paper "Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization" (ICLR 2021)☆35Jun 17, 2022Updated 4 years ago
- ☆12Jul 25, 2024Updated last year
- Source code for paper Conservative Uncertainty Estimation By Fitting Prior Networks (ICLR 2020)☆22Nov 28, 2022Updated 3 years ago
- ☆87Jul 25, 2024Updated last year
- Learning Generative Models across Incomparable Spaces (ICML 2019)☆29Mar 11, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Closed form Entropic OT for balanced and unbalanced Gaussians☆17Sep 29, 2021Updated 4 years ago
- Slides, Jupyter Notebooks and scripts for the Deep Learning: Do-It-Yourself! lectures at ENS☆22Jan 25, 2021Updated 5 years ago
- HPYLMのC++実装☆11May 2, 2017Updated 9 years ago
- J. Solomon, F. de Goes, G. Peyré, M. Cuturi, A. Butscher, A. Nguyen, T. Du, L. Guibas. Convolutional Wasserstein Distances: Efficient Opt…☆109Nov 4, 2017Updated 8 years ago
- Approximating Wasserstein distances with PyTorch☆456Apr 15, 2023Updated 3 years ago
- code for paper "Improving Sequence-to-Sequence Learning via Optimal Transport"☆68Jun 24, 2019Updated 6 years ago
- Implementation of DeepJDOT in Keras☆63Jul 16, 2019Updated 6 years ago