implements optimal transport algorithms in pytorch
☆105May 15, 2022Updated 3 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:
- Python implementation of smooth optimal transport.☆61May 5, 2021Updated 4 years ago
- Stochastic algorithms for computing Regularized Optimal Transport☆60Aug 16, 2018Updated 7 years ago
- A Pytorch implementation of the optimal transport kernel embedding☆119Feb 10, 2021Updated 5 years ago
- Toolbox to integrate optimal transport loss functions using automatic differentiation and Sinkhorn's algorithm☆450May 14, 2018Updated 7 years ago
- Tensorflow implementation of optimal transport (OT) with Sinkhorn algorithm.☆19Nov 5, 2019Updated 6 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.
- ☆17Oct 22, 2020Updated 5 years ago
- Gromov-Wasserstein Alignment of Embeddings☆69Sep 23, 2021Updated 4 years ago
- A tool to download and format PASCAL VOC 2007 dataset for multilabel classification☆10Jul 17, 2017Updated 8 years ago
- Learning Autoencoders with Relational Regularization☆46Oct 8, 2020Updated 5 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
- Gromov-Wasserstein Learning for Graph Matching and Node Embedding☆76Aug 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
- code for paper "Improving Sequence-to-Sequence Learning via Optimal Transport"☆68Jun 24, 2019Updated 6 years ago
- Code accompanying our paper at AISTATS 2020☆21Jan 12, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- This repo contains code to reproduce some of the results presented in the paper "SentenceMIM: A Latent Variable Language Model"☆28Jun 22, 2022Updated 3 years ago
- Implementation of the Gromov-Wasserstein distance to the setting of Unbalanced Optimal Transport☆45Mar 13, 2023Updated 3 years ago
- Latent optimal transport (LOT) for low rank transport and clustering☆20Jul 22, 2021Updated 4 years ago
- It is a repo which allows to compute all divergences derived from the theory of entropically regularized, unbalanced optimal transport. I…☆31Dec 21, 2022Updated 3 years ago
- ☆23Feb 4, 2025Updated last year
- One-Pixel Shortcut: on the Learning Preference of Deep Neural Networks (ICLR 2023 Spotlight)☆14Sep 28, 2025Updated 6 months ago
- Code for NeurIPS 2019 paper "Hierarchical Optimal Transport for Document Representation"☆54Jan 22, 2020Updated 6 years ago
- Closed form Entropic OT for balanced and unbalanced Gaussians☆17Sep 29, 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
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆13Feb 17, 2018Updated 8 years ago
- 🧮 Algebraic Positional Encodings.☆20Aug 20, 2025Updated 7 months ago
- PyTorch implementation of "Neural Optimal Transport" (ICLR 2023 Spotlight)☆230Dec 11, 2023Updated 2 years ago
- Geometric loss functions between point clouds, images and volumes☆692Mar 25, 2026Updated 2 weeks ago
- Supervised Training of Conditional Monge Maps☆19Oct 30, 2023Updated 2 years ago
- MMD, Hausdorff and Sinkhorn divergences scaled up to 1,000,000 samples.☆58Apr 15, 2019Updated 6 years ago
- Enhanced Transport Distance for Unsupervised Domain Adaptation☆12Mar 20, 2020Updated 6 years ago
- ☆13Sep 13, 2015Updated 10 years ago
- ☆12Sep 26, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Totally Versatile Miscellanea for Pytorch☆477Mar 20, 2022Updated 4 years ago
- Example implementation for the paper: (ICLR Oral) Learning Robust Representations by Projecting Superficial Statistics Out☆27Apr 7, 2021Updated 5 years ago
- Data and code for "Understanding Linearity of Cross-Lingual Word Embedding Mappings" (TMLR 2022)☆12Jun 8, 2022Updated 3 years ago
- ☆117Jan 30, 2019Updated 7 years ago
- ☆18Oct 12, 2022Updated 3 years ago
- Code for Augment & Reduce, a scalable stochastic algorithm for large categorical distributions☆10May 16, 2018Updated 7 years ago
- Code for NeurIPS 2019 paper "Screening Sinkhorn Algorithm for Regularized Optimal Transport"☆10Feb 10, 2020Updated 6 years ago