danielegrattarola / GNCALinks
Code for "Learning Graph Cellular Automata" (NeurIPS 2021).
☆73Updated 3 years ago
Alternatives and similar repositories for GNCA
Users that are interested in GNCA are comparing it to the libraries listed below
Sorting:
- ☆176Updated 2 years ago
- The code for "Diffusion Geometry" (2024).☆44Updated last year
- Computing on Topological Domains☆241Updated last week
- Representation Learning on Topological Domains☆88Updated last week
- Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called si…☆80Updated 4 years ago
- Topological Deep Learning☆293Updated last week
- Deep learning made topological.☆90Updated last year
- Brain-Inspired Modular Training (BIMT), a method for making neural networks more modular and interpretable.☆173Updated 2 years ago
- TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning☆195Updated last week
- Official implementation of E(n)-equivariant Graph Neural Cellular Automata☆33Updated 3 weeks ago
- Official Implementation of the ICML 2023 paper: "Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally …☆74Updated 2 years ago
- ☆36Updated last year
- Official repository for the paper "Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules" (…☆23Updated 4 months ago
- Code for "Manifold Diffusion Geometry: Curvature, Tangent Spaces, and Dimension"☆44Updated 11 months ago
- Turning SymPy expressions into PyTorch modules.☆151Updated 2 years ago
- ☆62Updated 2 years ago
- Official repository for the Topological Deep Learning Challenge 2024, organized by TAG-DS & PyT-Team and hosted by GRaM Workshop @ ICML 2…☆39Updated 8 months ago
- A topological machine learning framework based on PyTorch☆192Updated 2 weeks ago
- Graph neural networks in JAX.☆68Updated last year
- Predict and analyze cellular automata using convolutional neural networks☆82Updated 5 years ago
- Uncertainty and causal emergence in complex networks☆119Updated 4 years ago
- Geometric kernels on manifolds, meshes and graphs☆274Updated this week
- About A collection of AWESOME things about information geometry Topics☆169Updated last year
- Hierarchical Associative Memory User Experience☆104Updated 3 months ago
- ☆380Updated 4 months ago
- A curated list of topological deep learning (TDL) resources and links.☆269Updated last week
- PyTorch block-diagonal ODE CUDA solver, designed for gradient-based optimization☆16Updated 5 years ago
- ☆166Updated last year
- ☆41Updated 3 years ago
- Quantify geometric intelligence in natural and artificial brains.☆51Updated 4 months ago