pyt-team / tdlbook
☆32Updated 7 months ago
Alternatives and similar repositories for tdlbook:
Users that are interested in tdlbook are comparing it to the libraries listed below
- Representation Learning on Topological Domains☆79Updated last week
- Official repository for the Topological Deep Learning Challenge 2024, organized by TAG-DS & PyT-Team and hosted by GRaM Workshop @ ICML 2…☆38Updated last month
- TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning☆107Updated this week
- ☆174Updated last year
- Computing on Topological Domains☆206Updated last week
- Topological Deep Learning☆257Updated last week
- Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called si…☆77Updated 3 years ago
- Official Repository of Adaptive Message Passing☆16Updated last month
- ☆55Updated 7 months ago
- Material for the hands-on tutorial on Graph Deep Learning held at the Alan Turing Institute☆56Updated last year
- Code for "Manifold Diffusion Geometry: Curvature, Tangent Spaces, and Dimension"☆43Updated 4 months ago
- A curated list of topological deep learning (TDL) resources and links.☆241Updated 2 weeks ago
- Fast singularity detection with kernel☆33Updated last year
- A library for subgraph GNN based on pyg☆41Updated 3 months ago
- The code for "Diffusion Geometry" (2024).☆40Updated 9 months ago
- Ollivier-Ricci Curvature for Hypergraphs: A Unified Framework (ICLR 2023)☆18Updated last year
- Graph neural networks in JAX.☆67Updated 9 months ago
- ☆70Updated last year
- Topological Signal Processing in Python☆27Updated last week
- A curated list of awesome Hypergraph Learning frameworks, libraries and software.☆22Updated last year
- Reconstructing shared causal drivers from noisy time series☆51Updated 5 months ago
- Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)☆14Updated last year
- Uncertainty Quantification over Graph with Conformalized Graph Neural Networks (NeurIPS 2023)☆76Updated last year
- Topological Graph Neural Networks (ICLR 2022)☆123Updated 2 years ago
- Measuring generalization properties of graph neural networks☆15Updated last year
- Computational and Applied Topology List☆20Updated last month
- A topological machine learning framework based on PyTorch☆167Updated 7 months ago
- Official source code for "Graph Neural Networks for Learning Equivariant Representations of Neural Networks". In ICLR 2024 (oral).☆77Updated 7 months ago
- Official code for the paper `Neural Algorithmic Reasoning for Combinatorial Optimisation`☆17Updated last year