KrishnaswamyLab / DiffusionEMD
Code corresponding to the paper Diffusion Earth Mover's Distance and Distribution Embeddings
☆35Updated last month
Related projects ⓘ
Alternatives and complementary repositories for DiffusionEMD
- ☆21Updated last month
- Official implementation of Joint Multidimensional Scaling☆21Updated 11 months ago
- Contrastive neighbor embeddings☆52Updated 6 months ago
- CO-Optimal Transport☆42Updated 4 years ago
- ☆16Updated last year
- TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics☆100Updated 2 months ago
- Graph matching and clustering by comparing heat kernels via optimal transport.☆23Updated last year
- Supervised Training of Conditional Monge Maps☆13Updated last year
- PyTorch implementation of the paper "Neural Decomposition: Functional ANOVA with Variational Autoencoders"☆25Updated 4 years ago
- Learning the optimal transport map via input convex neural neworks☆41Updated 4 years ago
- GP Sinkhorn Implementation, paper: https://www.mdpi.com/1099-4300/23/9/1134☆22Updated 2 years ago
- Code accompanying paper "Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets."☆19Updated 2 years ago
- The implementation code for our paper Wasserstein Embedding for Graph Learning (ICLR 2021).☆30Updated 3 years ago
- ☆29Updated 2 years ago
- Embedding graphs in symmetric spaces☆28Updated 3 years ago
- Proximal Optimal Transport Modeling of Population Dynamics (AISTATS 2022)☆16Updated last year
- Attraction-Repulsion Spectrum in Neighbor Embeddings☆30Updated 2 years ago
- Code for Nature Scientific Reports 2020 paper: "Unsupervised generative and graph neural methods for modelling cell differentiation" by I…☆18Updated 4 years ago
- Transformer Based Embeddings of Wasserstein Distance☆13Updated this week
- Exploring the space of drug combinations to discover synergistic drugs using Active Learning☆23Updated 2 months ago
- Python-based persistent homology algorithms☆18Updated last year
- A set of tests for evaluating large-scale algorithms for Wasserstein-2 transport maps computation (NeurIPS 2021)☆35Updated 2 years ago
- Statistics on the space of asymmetric networks via Gromov-Wasserstein distance☆13Updated 4 years ago
- Differentiable Euler Characteristic Transform☆17Updated 4 months ago
- This Python package will allow you to replicate the experiments from our research on applying Optimal Transport as a similarity metric in…☆37Updated last year
- Implementation of the Gromov-Wasserstein distance to the setting of Unbalanced Optimal Transport☆43Updated last year
- Dynamic inference from single-cell snapshots by optimal transport☆15Updated 7 months ago
- Code for computing Hypergraph Co-Optimal Transport distances☆15Updated last year
- PhD Thesis☆27Updated last year
- Dirichlet Diffusion Score Model for Biological Sequence Generation.☆45Updated 6 months ago