topnn / topnn_frameworkLinks
☆31Updated 4 years ago
Alternatives and similar repositories for topnn_framework
Users that are interested in topnn_framework are comparing it to the libraries listed below
Sorting:
- 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
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆51Updated 3 years ago
- Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.☆150Updated 3 years ago
- The essence of my research, distilled for reusability. Enjoy 🥃!☆67Updated 11 months ago
- A topological machine learning framework based on PyTorch☆183Updated last week
- Deep learning made topological.☆82Updated 11 months ago
- This repository contains code for applying Riemannian geometry in machine learning.☆77Updated 4 years ago
- ☆100Updated 3 years ago
- Synthetic data sets apt for Topological Data Analysis☆37Updated 3 months ago
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆50Updated 2 years ago
- Algorithms for computations on random manifolds made easier☆91Updated last year
- Differentiable and numerically stable implementation of the matrix exponential☆33Updated 4 years ago
- ☆270Updated 2 years ago
- A library for programmatically generating equivariant layers through constraint solving☆268Updated 2 years ago
- Riemannian Convex Potential Maps☆67Updated 2 years ago
- Code for the paper: "Tensor Programs II: Neural Tangent Kernel for Any Architecture"☆105Updated 4 years ago
- TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch☆79Updated last year
- [NeurIPS 2020] Neural Manifold Ordinary Differential Equations (https://arxiv.org/abs/2006.10254)☆119Updated 2 years ago
- This code accompanies the paper "Persistence Images: A Stable Vector Representation of Persistent Homology".☆43Updated 4 years ago
- Distances and representations of persistence diagrams☆131Updated 4 months ago
- SCOTT: Synthesizing Curvature Operations and Topological Tools☆14Updated last week
- Message Passing Neural Networks for Simplicial and Cell Complexes☆163Updated 2 years ago
- Riemannian Optimization Using JAX☆49Updated last year
- Implementation of the PersLay layer for persistence diagrams☆82Updated last year
- A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch☆404Updated last year
- Ripser++: GPU-accelerated computation of Vietoris–Rips persistence barcodes☆110Updated 2 years ago
- Code for "The Intrinsic Dimension of Images and Its Impact on Learning" - ICLR 2021 Spotlight https://openreview.net/forum?id=XJk19XzGq2J☆69Updated last year
- [ICML 2020] Differentiating through the Fréchet Mean (https://arxiv.org/abs/2003.00335).☆56Updated 3 years ago
- ☆174Updated last year
- ☆22Updated 5 years ago