implements optimal transport algorithms in pytorch
☆106May 15, 2022Updated 4 years ago
Alternatives and similar repositories for PyTorchOT
Users that are interested in PyTorchOT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Stochastic algorithms for computing Regularized Optimal Transport☆61Aug 16, 2018Updated 7 years ago
- A Pytorch implementation of the optimal transport kernel embedding☆121Feb 10, 2021Updated 5 years ago
- Stochastic Optimization for Optimal Transport☆22Oct 27, 2016Updated 9 years ago
- Tensorflow implementation of optimal transport (OT) with Sinkhorn algorithm.☆19Nov 5, 2019Updated 6 years ago
- ☆17Oct 22, 2020Updated 5 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.
- This is the repository to reproduce the experiments of the IJCAI 2020 paper "Metric Learning in Optimal Transport for Domain Adaptation"☆23Jun 9, 2020Updated 6 years ago
- Gromov-Wasserstein Alignment of Embeddings☆69Sep 23, 2021Updated 4 years ago
- Approximating Wasserstein distances with PyTorch☆457Apr 15, 2023Updated 3 years ago
- Gromov-Wasserstein Learning for Graph Matching and Node Embedding☆77Aug 20, 2019Updated 6 years ago
- Implementation for What it Thinks is Important is Important: Robustness Transfers through Input Gradients (CVPR 2020 Oral)☆16Mar 24, 2023Updated 3 years ago
- Learned string similarity for entity names using optimal transport.☆35Nov 17, 2020Updated 5 years ago
- Code accompanying our paper at AISTATS 2020☆21Jan 12, 2021Updated 5 years ago
- This repo contains code to reproduce some of the results presented in the paper "SentenceMIM: A Latent Variable Language Model"☆28Jun 22, 2022Updated 4 years ago
- Closed form Entropic OT for balanced and unbalanced Gaussians☆17Sep 29, 2021Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Code for Optimal Transport for structured data with application on graphs☆108Dec 17, 2022Updated 3 years ago
- Implementation of the Gromov-Wasserstein distance to the setting of Unbalanced Optimal Transport☆49Mar 13, 2023Updated 3 years ago
- ☆14Jul 26, 2017Updated 8 years ago
- Code for NeurIPS 2019 paper "Hierarchical Optimal Transport for Document Representation"☆54Jan 22, 2020Updated 6 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
- ☆13Feb 17, 2018Updated 8 years ago
- Geometric loss functions between point clouds, images and volumes☆709May 12, 2026Updated 2 months ago
- A library for computing topological data structures stemming from Morse Theory. Given a set of arbitrarily arranged points in any dimensi…☆26Sep 3, 2024Updated last year
- Learning Generative Models across Incomparable Spaces (ICML 2019)☆29Mar 11, 2020Updated 6 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.
- MMD, Hausdorff and Sinkhorn divergences scaled up to 1,000,000 samples.☆59Apr 15, 2019Updated 7 years ago
- Enhanced Transport Distance for Unsupervised Domain Adaptation☆12Mar 20, 2020Updated 6 years ago
- ☆22Nov 21, 2021Updated 4 years ago
- ☆16Sep 2, 2020Updated 5 years ago
- ☆116Jan 30, 2019Updated 7 years ago
- Data and code for "Understanding Linearity of Cross-Lingual Word Embedding Mappings" (TMLR 2022)☆12Jun 8, 2022Updated 4 years ago
- Code for Augment & Reduce, a scalable stochastic algorithm for large categorical distributions☆10May 16, 2018Updated 8 years ago
- Code for NeurIPS 2019 paper "Screening Sinkhorn Algorithm for Regularized Optimal Transport"☆10Feb 10, 2020Updated 6 years ago
- ☆16Sep 6, 2020Updated 5 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.
- ☆19Jun 26, 2021Updated 5 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
- Robust Optimal Transport code☆43Oct 6, 2022Updated 3 years ago
- Nonlinear SVGD for Learning Diversified Mixture Models☆13Jan 23, 2019Updated 7 years ago
- Matching Natural Language Sentences with Hierarchical Sentence Factorization☆22Apr 26, 2018Updated 8 years ago
- Code for "Cross-Lingual Word Embedding Refinement by ℓ1 Norm Optimisation" (NAACL 2021)☆17Jun 16, 2022Updated 4 years ago
- 新冠肺炎时期，自英返华信息汇总☆15Mar 13, 2021Updated 5 years ago