This is an official repository for "Learning topology-preserving data representations" presented at ICLR 2023 conference.
☆37Feb 13, 2023Updated 3 years ago
Alternatives and similar repositories for RTD_AE
Users that are interested in RTD_AE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICML 2022] Representation Topology Divergence: A Method for Comparing Neural Network Representations☆27Aug 15, 2022Updated 4 years ago
- [NeurIPS 2021] Manifold Topology Divergence: a Framework for Comparing Data Manifolds☆15Mar 1, 2022Updated 4 years ago
- Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.☆154Jan 18, 2022Updated 4 years ago
- Python library for multiparameter persistence☆46Oct 11, 2026Updated 2 weeks ago
- PLLay: Efficient Topological Layer based on Persistence Landscapes☆23Dec 10, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Fast Computation of Zigzag Persistence☆15Dec 9, 2023Updated 2 years ago
- ☆15Oct 14, 2026Updated 2 weeks ago
- Lorentzian Distance Learning for Hyperbolic Representations: Retrieval experiments☆13May 28, 2019Updated 7 years ago
- MANTRA: The Manifold Triangulations Assemblage (A dataset of manifold triangulations)☆15Updated this week
- Ripser++: GPU-accelerated computation of Vietoris–Rips persistence barcodes☆132Mar 16, 2023Updated 3 years ago
- Python functions to compute multiparameter persistence landscapes from a RIVET file☆15Jul 13, 2024Updated 2 years ago
- Automatic differentiation through persistence diagrams with PyTorch☆19May 28, 2024Updated 2 years ago
- Piece-wise Linear curves converted to point-clouds, analysed with Persistent Homology, represented as HyperGraphs.☆16Jun 22, 2026Updated 4 months ago
- ☆12Feb 14, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- graph representation learning model that incorporates topological information☆10Sep 21, 2023Updated 3 years ago
- C++ Spherical Indexing repository☆13Sep 2, 2026Updated last month
- This repo contains code for GeoMLE intrinsic dimension estimation algorithm☆21Jul 10, 2020Updated 6 years ago
- ☆14Jan 24, 2023Updated 3 years ago
- A topological machine learning framework based on PyTorch☆216Feb 11, 2026Updated 8 months ago
- ☆12Dec 10, 2025Updated 10 months ago
- Non Stationary Dynamical Mode Decomposition☆12Jun 30, 2024Updated 2 years ago
- This is PyTorch implementation of "Semi-Supervised CLIP Adaptation by Enforcing Semantic and Trapezoidal Consistency" (ICLR 2025).☆15Feb 6, 2025Updated last year
- Deep learning made topological.☆91Jul 25, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- The Linter for PyTorch: Detects silent training bugs☆13Jan 24, 2026Updated 9 months ago
- DIstributed Persistence-Optimized Local Embeddings☆13Apr 19, 2023Updated 3 years ago
- Ripser: efficient computation of Vietoris–Rips persistence barcodes☆371Mar 5, 2024Updated 2 years ago
- High-Resolution 3D EBSD Map Generation Using An Efficient Quaternion Transformer Network☆12Apr 15, 2023Updated 3 years ago
- ☆11Aug 17, 2022Updated 4 years ago
- Persistence differentiation with Gudhi and Tensorflow☆20Sep 28, 2023Updated 3 years ago
- Unpaired single-cell multi-omics data integration☆14Updated this week
- Demo of diffusion models #DDPM applied to molecular dynamics of small peptide☆14Jan 26, 2024Updated 2 years ago
- One-sided verification under limited expert review: audited review of solutions and papers (mathematics for now).☆32Oct 25, 2026Updated last week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [NeurIPS 2023] Scaling Riemannian Diffusion Models☆11Dec 12, 2023Updated 2 years ago
- COSMOS is a computational tool crafted to overcome the challenges associated with integrating spatially resolved multi-omics data. This …☆16Nov 12, 2024Updated last year
- flooder: a package for constructing the Flood complex, a lightweight filtered simplicial complex.☆36Jul 16, 2026Updated 3 months ago
- Code for JMLR paper ``Learning Representations of Persistence Barcodes``☆25Mar 6, 2020Updated 6 years ago
- TOAST: Spatially Aware Optimal Transport for Alignment of Spatial Omics Data☆17Apr 9, 2026Updated 6 months ago
- The official implementation for the paper R.Castro, S.Moustafa, P.Pilyugina, E.Burnaev "Topologically-based Variational Autoencoder for T…☆19Jun 18, 2020Updated 6 years ago
- A tool for spatial omics single-modal clustering, multi-modal clustering, slice alignment, cross-modal alignment, multi-modal alignment, …☆24May 6, 2026Updated 5 months ago