A list of awesome papers and cool resources on optimal transport and its applications in general! As you will notice, this list is currently mostly focused on optimal transport for machine learning topics.
☆245May 9, 2021Updated 5 years ago
Alternatives and similar repositories for awesome-optimal-transport
Users that are interested in awesome-optimal-transport are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official repository of "Minibatch optimal transport distances; analysis and applications" (https://arxiv.org/pdf/2101.01792.pdf)☆10Oct 15, 2021Updated 4 years ago
- Contains the code relative to the paper Partial Gromov-Wasserstein with Applications on Positive-Unlabeled Learning https://arxiv.org/abs…☆21Mar 3, 2020Updated 6 years ago
- POT : Python Optimal Transport☆2,838Updated this week
- a collection of AWESOME things about Optimal Transport in Deep Learning☆353May 11, 2024Updated 2 years ago
- Practical sessions for the Optimal Transport and Machine learning course at DS3 2018☆93Jun 27, 2018Updated 8 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Implementation of the Gromov-Wasserstein distance to the setting of Unbalanced Optimal Transport☆50Mar 13, 2023Updated 3 years ago
- ☆10Jun 22, 2022Updated 4 years ago
- Code accompanying the NeurIPS 2019 paper "GOT: An Optimal Transport framework for Graph comparison"☆44Nov 17, 2023Updated 2 years ago
- A list of papers for group meeting☆20Jun 20, 2026Updated 2 months ago
- Code for http://proceedings.mlr.press/v80/dvurechensky18a.html☆17Jul 31, 2018Updated 8 years ago
- Python implementation of smooth optimal transport.☆61May 5, 2021Updated 5 years ago
- ☆16Sep 2, 2020Updated 5 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
- Official Python3 implementation of our ICML 2021 paper "Unbalanced minibatch Optimal Transport; applications to Domain Adaptation"☆53Sep 6, 2022Updated 3 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.
- Implementation of DeepJDOT in Keras☆63Jul 16, 2019Updated 7 years ago
- The implementation for the paper "On Unbalanced Optimal Transport: An Analysis of Sinkhorn Algorithm".☆12Apr 11, 2020Updated 6 years ago
- Distributional Sliced-Wasserstein distance code☆51Jul 22, 2024Updated 2 years ago
- Robust Optimal Transport code☆43Oct 6, 2022Updated 3 years ago
- J-D. Benamou, G. Carlier, M. Cuturi, L. Nenna, G. Peyré. Iterative Bregman Projections for Regularized Transportation Problems. SIAM Jour…☆34Jan 7, 2017Updated 9 years ago
- ☆43Feb 21, 2020Updated 6 years ago
- Code for NeurIPS 2019 paper "Hierarchical Optimal Transport for Document Representation"☆54Jan 22, 2020Updated 6 years ago
- Euclidean Wasserstein-2 optimal transportation☆46Aug 19, 2023Updated 3 years ago
- ☆17Oct 22, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Optimal transport tools implemented with the JAX framework, to solve large scale matching problems of any flavor.☆755Jun 14, 2026Updated 2 months ago
- ☆33Dec 17, 2025Updated 8 months ago
- PyTorch implementation of the paper "Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization" (ICLR 2021)☆36Jun 17, 2022Updated 4 years ago
- Code for Sliced Gromov-Wasserstein☆70Dec 2, 2019Updated 6 years ago
- Code for the paper "Improving GANs Using Optimal Transport"☆75Nov 22, 2018Updated 7 years ago
- Code for ICML 2020 "Graph Optimal Transport for Cross-Domain Alignment"☆164Jul 24, 2020Updated 6 years ago
- Sinkhorn Barycenters via Frank-Wolfe algorithm☆26Feb 3, 2020Updated 6 years ago
- Official Pytorch implementation for "Tree-Based Diffusion Schrödinger Bridge with Applications to Wasserstein Barycenters" (NeurIPS 2023)☆10Mar 5, 2024Updated 2 years ago
- Gromov-Wasserstein Factorization Models for Graph Clustering (AAAI-20)☆32Nov 1, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ICML2023] InfoOT: Information Maximizing Optimal Transport☆41Apr 27, 2023Updated 3 years ago
- Meta Optimal Transport☆108May 25, 2023Updated 3 years ago
- Optimal Transport in the Big Data Era☆118Nov 4, 2024Updated last year
- Learning Autoencoders with Relational Regularization☆46Oct 8, 2020Updated 5 years ago
- PyTorch implementation of "Wasserstein-2 Generative Networks" (ICLR 2021)☆67Feb 3, 2023Updated 3 years ago
- ☆17Sep 18, 2024Updated last year
- Code for Optimal Transport for structured data with application on graphs☆111Dec 17, 2022Updated 3 years ago