maxvanspengler / hyperbolic_learning_libraryLinks
An extension of the PyTorch library containing various tools for performing deep learning in hyperbolic space.
☆158Updated 4 months ago
Alternatives and similar repositories for hyperbolic_learning_library
Users that are interested in hyperbolic_learning_library are comparing it to the libraries listed below
Sorting:
- Papers and Codes for the deep learning in hyperbolic space☆177Updated 2 years ago
- Official PyTorch implementation of Hyperbolic Neural Networks++☆69Updated 4 years ago
- The repository for Hyperbolic Representation Learning for Computer Vision, ECCV 2022☆63Updated 2 years ago
- Code for paper Fully Hyperbolic Neural Networks☆77Updated 2 years ago
- Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications☆473Updated 3 months ago
- Official implementation for Equivariant Architectures for Learning in Deep Weight Spaces [ICML 2023]☆89Updated last year
- code for CO-SNE: Dimensionality Reduction and Visualization for Hyperbolic Data (CVPR 2022)☆21Updated 2 years ago
- Hyperbolic Busemann Learning with Ideal Prototypes, NeurIPS2021☆24Updated 3 years ago
- ICLR 2024 | Fully Hyperbolic Convolutional Neural Networks for Computer Vision | Official Implementation☆52Updated last year
- ☆29Updated 6 months ago
- Implementation of the Gumbel-Sigmoid distribution in PyTorch.☆20Updated 2 years ago
- Code for "Generalised Implicit Neural Representations" (NeurIPS 2022).☆70Updated 2 years ago
- Tree Variational Autoencoders pytorch implementation☆33Updated 8 months ago
- Repository containing the code used for running the experiments of the Poincare ResNet paper☆23Updated last year
- Official source code for "Graph Neural Networks for Learning Equivariant Representations of Neural Networks". In ICLR 2024 (oral).☆80Updated 10 months ago
- Hyperbolic PCA via Horospherical Projections☆71Updated last year
- ☆54Updated 2 years ago
- This code implements sparse coding in PyTorch with GPU support.☆30Updated 4 years ago
- ☆152Updated 2 years ago
- Code for Neural Manifold Clustering and Embedding☆59Updated 3 years ago
- Hyperbolic Image Segmentation, CVPR 2022☆86Updated 2 years ago
- TorchDR - PyTorch Dimensionality Reduction☆115Updated last week
- [ICML2023] InfoOT: Information Maximizing Optimal Transport☆40Updated 2 years ago
- This is the official implementation for Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models.☆28Updated last year
- Hyperbolic Vision Transformers: Combining Improvements in Metric Learning | Official repository☆196Updated 2 years ago
- Differentiable Top-k Classification Learning☆82Updated 2 years ago
- A curated list of topological deep learning (TDL) resources and links.☆248Updated 2 months ago
- Relative representations can be leveraged to enable solving tasks regarding "latent communication": from zero-shot model stitching to lat…☆58Updated 2 years ago
- Hyperbolic Neural Networks, pytorch☆86Updated 5 years ago
- Code for the paper: Rotating Features for Object Discovery☆52Updated 9 months ago