Iolo-Jones / DiffusionGeometryLinks
The code for "Diffusion Geometry" (2024).
☆43Updated last year
Alternatives and similar repositories for DiffusionGeometry
Users that are interested in DiffusionGeometry are comparing it to the libraries listed below
Sorting:
- Code for "Manifold Diffusion Geometry: Curvature, Tangent Spaces, and Dimension"☆44Updated 8 months ago
- Supplementary code for the paper "Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces"☆43Updated last year
- Geometric kernels on manifolds, meshes and graphs☆261Updated last month
- Representation Learning on Topological Domains☆81Updated this week
- density-based clustering for exploratory data analysis based on multi-parameter persistence☆39Updated 3 weeks ago
- Synthetic data sets apt for Topological Data Analysis☆37Updated 3 months ago
- Fast singularity detection with kernel☆33Updated last year
- Zonal Spherical Harmonics in d Dimensions in TensorFlow, PyTorch and Jax☆33Updated last year
- ☆29Updated 6 months ago
- Deep learning made topological.☆82Updated 11 months ago
- Exact OU processes with JAX☆48Updated 3 months ago
- A simple example of VAEs with KANs☆12Updated last year
- Geometric Dynamic Variational Autoencoders (GD-VAEs) for learning embedding maps for nonlinear dynamics into general latent spaces. This …☆30Updated 2 months ago
- ☆31Updated 11 months ago
- Clifford-Steerable Convolutional Neural Networks [ICML'24]☆47Updated 2 months ago
- TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning☆136Updated this week
- A generic interface for linear algebra backends☆73Updated 4 months ago
- A topological machine learning framework based on PyTorch☆183Updated last week
- Riemannian Optimization Using JAX☆49Updated last year
- Public code for running Stochastic Gradient Descent on GPs.☆39Updated 2 months ago
- TARDIS: Topological Algorithms for Robust DIscovery of Singularities☆43Updated last year
- ☆62Updated 2 years ago
- A minimal implementation of Equivariant Neural Fields (https://arxiv.org/abs/2406.05753).☆25Updated 5 months ago
- Differentiable Euler Characteristic Transform☆17Updated last year
- Official PyTorch and JAX Implementation of "Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks"☆38Updated last year
- Official repository for the Topological Deep Learning Challenge 2024, organized by TAG-DS & PyT-Team and hosted by GRaM Workshop @ ICML 2…☆38Updated 4 months ago
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆50Updated 2 years ago
- Code for paper E(n)-Equivariant Topological Neural Networks☆35Updated 7 months ago
- Code for "Learning Graph Cellular Automata" (NeurIPS 2021).☆70Updated 2 years ago
- Source code for my PhD thesis: Backpropagation Beyond the Gradient☆20Updated 2 years ago