geometric-intelligence / TopoBenchLinks
TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning
☆207Updated this week
Alternatives and similar repositories for TopoBench
Users that are interested in TopoBench are comparing it to the libraries listed below
Sorting:
- Topological Deep Learning☆297Updated this week
- Computing on Topological Domains☆243Updated this week
- ☆177Updated 2 years ago
- Representation Learning on Topological Domains☆88Updated this week
- Official repository for the Topological Deep Learning Challenge 2024, organized by TAG-DS & PyT-Team and hosted by GRaM Workshop @ ICML 2…☆40Updated 9 months ago
- A curated list of topological deep learning (TDL) resources and links.☆270Updated last month
- Code for paper E(n)-Equivariant Topological Neural Networks☆36Updated 11 months ago
- Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks (ICML …☆511Updated last month
- ☆38Updated last week
- A topological machine learning framework based on PyTorch☆195Updated last month
- Generative Flow Networks - GFlowNet☆292Updated this week
- Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems [ICML'25]☆108Updated last month
- The library for pooling in Graph Neural Networks made for Pytorch Geometric☆33Updated 2 weeks ago
- Topological Graph Neural Networks (ICLR 2022)☆124Updated 3 years ago
- Message Passing Neural Networks for Simplicial and Cell Complexes☆164Updated 2 years ago
- Bare-bones implementations of some generative models in Jax: diffusion, normalizing flows, consistency models, flow matching, (beta)-VAEs…☆137Updated last year
- Deep learning made topological.☆90Updated last year
- Code used by the "Clifford Group Equivariant Neural Networks" paper.☆85Updated last year
- Geometric Generative Model Tutorial at LoG 2024☆27Updated 11 months ago
- A simple example of VAEs with KANs☆11Updated last year
- TorchDR - PyTorch Dimensionality Reduction☆168Updated this week
- GraphCON (ICML 2022)☆59Updated 3 years ago
- Distance-based Analysis of DAta-manifolds in python☆136Updated last month
- Official Repository of Adaptive Message Passing☆19Updated 4 months ago
- Geometric kernels on manifolds, meshes and graphs☆278Updated this week
- HERMES: A software package for simultaneous topological data analysis (persistent Betti numbers) and geometric data analysis (persistent …☆20Updated last year
- All graph/GNN papers accepted at NeurIPS 2024.☆84Updated last year
- Graphium: Scaling molecular GNNs to infinity.☆236Updated 6 months ago
- Graph neural networks in JAX.☆68Updated last year
- Discrete Bayesian optimization with LLMs, PEFT finetuning methods, and the Laplace approximation.☆21Updated last year