geometric-intelligence / TopoBenchmark
TopoBenchmark is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning
☆85Updated this week
Related projects ⓘ
Alternatives and complementary repositories for TopoBenchmark
- Representation Learning on Topological Domains☆78Updated this week
- Topological Deep Learning☆236Updated this week
- ☆171Updated 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
- Computing on Topological Domains☆179Updated this week
- ☆25Updated 3 months ago
- Graph neural networks in JAX.☆67Updated 5 months ago
- A curated list of topological deep learning (TDL) resources and links.☆222Updated 2 weeks ago
- Deep learning made topological.☆80Updated 3 months ago
- Official Repository of Adaptive Message Passing☆15Updated 7 months ago
- A topological machine learning framework based on PyTorch☆157Updated 2 months ago
- ☆100Updated this week
- Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks.☆472Updated 5 months ago
- Bare-bones implementations of some generative models in Jax: diffusion, normalizing flows, consistency models, flow matching, (beta)-VAEs…☆123Updated 11 months ago
- E(n)-Equivariant Topological Neural Networks☆24Updated this week
- The OGB-LSC is the Large Scale Competition by Open Graph Benchmark to help accelerate research into machine learning on graph structured …☆69Updated 3 months ago
- A library for subgraph GNN based on pyg☆39Updated 5 months ago
- The Forward-Forward Algorithm for Drug Discovery☆34Updated last year
- Code repository for Trajectory Flow Matching☆24Updated 3 weeks ago
- Discrete Bayesian optimization with LLMs, PEFT finetuning methods, and the Laplace approximation.☆15Updated 3 months ago
- Material for the hands-on tutorial on Graph Deep Learning held at the Alan Turing Institute☆56Updated 11 months ago
- Code used by the "Clifford Group Equivariant Neural Networks" paper.☆76Updated 5 months ago
- Fast, Expressive SE(n) Equivariant Networks through Weight-Sharing in Position-Orientation Space.☆74Updated 5 months ago
- High order and sparse layers in pytorch. Lagrange Polynomial, Piecewise Lagrange Polynomial, Piecewise Discontinuous Lagrange Polynomial…☆42Updated 4 months ago
- Code for "Manifold Diffusion Geometry: Curvature, Tangent Spaces, and Dimension"☆31Updated last week
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.☆206Updated 2 weeks ago
- Generative Flow Networks - GFlowNet☆190Updated 2 weeks ago
- Topological Graph Neural Networks (ICLR 2022)☆117Updated 2 years ago
- TorchDR - PyTorch Dimensionality Reduction☆68Updated last month
- Official Implementation of the ICML 2023 paper: "Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally …☆69Updated last year