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☆2,826Jul 7, 2026Updated 2 weeks ago
- Practical sessions for the Optimal Transport and Machine learning course at DS3 2018☆94Jun 27, 2018Updated 8 years ago
- Implementation of the Gromov-Wasserstein distance to the setting of Unbalanced Optimal Transport☆49Mar 13, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆15Mar 30, 2020Updated 6 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 last month
- Code for http://proceedings.mlr.press/v80/dvurechensky18a.html☆17Jul 31, 2018Updated 7 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
- Source code for the ICML2019 paper "Subspace Robust Wasserstein Distances"☆28Jun 14, 2019Updated 7 years ago
- The implementation for the paper "On Unbalanced Optimal Transport: An Analysis of Sinkhorn Algorithm".☆12Apr 11, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Web site of the Computational Optimal Transport book☆379Feb 16, 2023Updated 3 years ago
- Distributional Sliced-Wasserstein distance code☆51Jul 22, 2024Updated last year
- 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
- Euclidean Wasserstein-2 optimal transportation☆48Aug 19, 2023Updated 2 years ago
- Optimal transport tools implemented with the JAX framework, to solve large scale matching problems of any flavor.☆750Jun 14, 2026Updated last month
- ☆24Sep 10, 2021Updated 4 years ago
- Courses and practical sessions for the Optimal Transport and Machine learning course at Statlearn 2018☆26Apr 5, 2018Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- PyTorch implementation of "Neural Optimal Transport" (ICLR 2023 Spotlight)☆233May 4, 2026Updated 2 months ago
- Code for Sliced Gromov-Wasserstein☆70Dec 2, 2019Updated 6 years ago
- Code for the paper "Improving GANs Using Optimal Transport"☆74Nov 22, 2018Updated 7 years ago
- Sinkhorn Barycenters via Frank-Wolfe algorithm☆26Feb 3, 2020Updated 6 years ago
- Graph matching and clustering by comparing heat kernels via optimal transport.☆26Dec 8, 2022Updated 3 years ago
- Permutation invariant training in PyTorch☆13Oct 2, 2020Updated 5 years ago
- Tree-Based Diffusion Schrödinger Bridge with Applications to Wasserstein Barycenters☆10Mar 5, 2024Updated 2 years ago
- Gromov-Wasserstein Factorization Models for Graph Clustering (AAAI-20)☆32Nov 1, 2022Updated 3 years ago
- Code for computing Hypergraph Co-Optimal Transport distances☆17Jan 19, 2023Updated 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.
- Meta Optimal Transport☆108May 25, 2023Updated 3 years ago
- Optimal Transport in the Big Data Era☆118Nov 4, 2024Updated last year
- ☆17Sep 18, 2024Updated last year
- Code for Optimal Transport for structured data with application on graphs☆108Dec 17, 2022Updated 3 years ago
- Neural Topic Model via Optimal Transport, ICLR 2021☆16Mar 31, 2021Updated 5 years ago
- Toolbox to integrate optimal transport loss functions using automatic differentiation and Sinkhorn's algorithm☆449May 14, 2018Updated 8 years ago
- ☆11Apr 10, 2023Updated 3 years ago