navid-naderi / WEGLView external linksLinks
The implementation code for our paper Wasserstein Embedding for Graph Learning (ICLR 2021).
☆35Jan 22, 2021Updated 5 years ago
Alternatives and similar repositories for WEGL
Users that are interested in WEGL are comparing it to the libraries listed below
Sorting:
- The Linear Optimal Transport Framework☆16Oct 7, 2020Updated 5 years ago
- Python package for the ICML 2022 paper "Unsupervised Ground Metric Learning Using Wasserstein Singular Vectors".☆10Sep 2, 2024Updated last year
- Scalable framework for comparing metric measure spaces with up to 1M points.☆15Apr 6, 2021Updated 4 years ago
- [ICLR 2023] "Graph Domain Adaptation via Theory-Grounded Spectral Regularization" by Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen☆23Feb 27, 2023Updated 2 years ago
- Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"☆37Dec 27, 2021Updated 4 years ago
- Code for our ICLR19 paper "Wasserstein Barycenters for Model Ensembling", Pierre Dognin, Igor Melnyk, Youssef Mroueh, Jarret Ross, Cicero…☆23Nov 18, 2019Updated 6 years ago
- Feature Selection using Simulated Annealing☆11Aug 10, 2022Updated 3 years ago
- Custom graph/network/multi-weighted network class based on storing list of neighbors for each nodes (as opposed to edge list) for scalabl…☆12Jan 18, 2024Updated 2 years ago
- Topoly Python test package☆10Sep 8, 2025Updated 5 months ago
- Official repository of "Minibatch optimal transport distances; analysis and applications" (https://arxiv.org/pdf/2101.01792.pdf)☆10Oct 15, 2021Updated 4 years ago
- PyTorch implementation of the paper "Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization" (ICLR 2021)☆33Jun 17, 2022Updated 3 years ago
- Implementation of the BasePlanE models and the experiments from the NeurIPS 2023 paper "PlanE: Representation Learning over Planar Graphs…☆13Jan 27, 2024Updated 2 years ago
- ☆12May 31, 2021Updated 4 years ago
- ☆10Jun 22, 2022Updated 3 years ago
- Keras implementation of Deep Wasserstein Embeddings☆48Apr 15, 2018Updated 7 years ago
- Graph matching and clustering by comparing heat kernels via optimal transport.☆27Dec 8, 2022Updated 3 years ago
- Python implementation of the supervised graph prediction method proposed in http://arxiv.org/abs/2202.03813 using PyTorch library and POT…☆15Feb 25, 2022Updated 3 years ago
- PyTorch implementation of "Robust Barycenter Estimation using Semi-unbalanced Neural Optimal Transport" (ICLR 2025)☆17Jul 7, 2025Updated 7 months ago
- Code for "Learning with minibatch Wasserstein: asymptotic and gradient properties".☆13Apr 9, 2021Updated 4 years ago
- Wasserstein Weisfeiler-Lehman Graph Kernels☆86Sep 1, 2024Updated last year
- ☆12Jan 29, 2022Updated 4 years ago
- Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants☆16Nov 30, 2025Updated 2 months ago
- GOODAT: Towards Test-time Graph Out-of-Distribution Detection☆12Mar 18, 2024Updated last year
- ☆14Jun 22, 2024Updated last year
- Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)☆16Sep 4, 2023Updated 2 years ago
- ☆12Oct 14, 2018Updated 7 years ago
- PyTorch implementation of "Wasserstein-2 Generative Networks" (ICLR 2021)☆66Feb 3, 2023Updated 3 years ago
- Differentiable Euler Characteristic Transform☆17Jun 18, 2024Updated last year
- Source code for Noise-Contrastive Estimation for Multivariate Point Processes (NeurIPS 2020).☆15Nov 3, 2020Updated 5 years ago
- LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation ICML_2023☆13Oct 27, 2023Updated 2 years ago
- Graph transport network (GTN), as proposed in "Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, an…☆15Apr 26, 2023Updated 2 years ago
- Code for computing Hypergraph Co-Optimal Transport distances☆17Jan 19, 2023Updated 3 years ago
- Source code for the ICML2019 paper "Subspace Robust Wasserstein Distances"☆29Jun 14, 2019Updated 6 years ago
- Few Shot Learning on Graphs☆33Feb 15, 2023Updated 3 years ago
- Supervised Training of Conditional Monge Maps☆19Oct 30, 2023Updated 2 years ago
- Source code and dataset for TKDE 2019 paper “Trust Relationship Prediction in Alibaba E-Commerce Platform”☆16Jun 4, 2019Updated 6 years ago
- [NeurIPS 2020]. COPT - Coordinated Optimal Transport on Graphs☆16Dec 22, 2020Updated 5 years ago
- Representation and learning framework for dynamic graphs using Graph Neural Networks.☆12Feb 4, 2022Updated 4 years ago
- Official code for Fisher information embedding for node and graph learning (ICML 2023)☆19Jun 17, 2023Updated 2 years ago