crisbodnar / dgmLinks
Deep Graph Mapper: Seeing Graphs through the Neural Lens
☆58Updated 2 years ago
Alternatives and similar repositories for dgm
Users that are interested in dgm are comparing it to the libraries listed below
Sorting:
- ☆17Updated 4 years ago
- Geo2DR: A Python and PyTorch library for learning distributed representations of graphs.☆46Updated 2 years ago
- Exploring the space of drug combinations to discover synergistic drugs using Active Learning☆24Updated last year
- Approximate subgraph motif mining through learnable edge contraction.☆13Updated 2 years ago
- The need to understand cell developmental processes has spawned a plethora of computational methods for discovering hierarchies from scRN…☆150Updated 4 years ago
- Repository for Autobahn: Automorphism Based Graph Neural Networks☆30Updated 3 years ago
- Code for the KDD 2021 paper 'Filtration Curves for Graph Representation'☆18Updated 2 years ago
- ☆97Updated 2 years ago
- Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called si…☆81Updated 4 years ago
- Hierarchical Inter-Message Passing for Learning on Molecular Graphs☆80Updated 3 years ago
- Learning Tree structures and Tree metrics☆24Updated last year
- Source code for the "Computationally Tractable Riemannian Manifolds for Graph Embeddings" paper☆37Updated 5 years ago
- Data for "Understanding Isomorphism Bias in Graph Data Sets" paper.☆91Updated 5 years ago
- Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep…☆152Updated 4 years ago
- Codebase for Evaluating Attribution for Graph Neural Networks.☆83Updated 4 years ago
- Readings for "A Unified View of Relational Deep Learning for Drug Pair Scoring." (IJCAI 2022)☆97Updated 3 years ago
- The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical…☆49Updated 2 years ago
- Hyperbolic PCA via Horospherical Projections☆74Updated 2 years ago
- ☆19Updated last year
- A Persistent Weisfeiler–Lehman Procedure for Graph Classification☆63Updated 4 years ago
- DeepRC: Immune repertoire classification with attention-based deep massive multiple instance learning☆122Updated 2 years ago
- Implementation of Graph Neural Tangent Kernel (NeurIPS 2019)☆105Updated 5 years ago
- Message Passing Neural Networks for Simplicial and Cell Complexes☆164Updated 2 years ago
- Differentiable Euler Characteristic Transform☆17Updated last year
- ICML 2020 Paper: Latent Variable Modelling with Hyperbolic Normalizing Flows☆54Updated 2 years ago
- Multislice PHATE for tensor embeddings☆61Updated 4 years ago
- Ultrahyperbolic Representation Learning☆13Updated 5 years ago
- Wasserstein Weisfeiler-Lehman Graph Kernels☆86Updated last year
- ☆12Updated 4 years ago
- A TensorFlow implementation of the paper 'Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks'☆31Updated last year