Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.
☆153Jan 18, 2022Updated 4 years ago
Alternatives and similar repositories for topological-autoencoders
Users that are interested in topological-autoencoders are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is an official repository for "Learning topology-preserving data representations" presented at ICLR 2023 conference.☆36Feb 13, 2023Updated 3 years ago
- A topological machine learning framework based on PyTorch☆206Feb 11, 2026Updated 2 months ago
- A library for exploring persistent homology☆105Jul 16, 2025Updated 8 months ago
- This code accompanies the paper "Persistence Images: A Stable Vector Representation of Persistent Homology".☆45Oct 9, 2020Updated 5 years ago
- Topological Graph Neural Networks (ICLR 2022)☆127Jun 10, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Implementation of the PersLay layer for persistence diagrams☆84Sep 28, 2023Updated 2 years ago
- Python-based persistent homology algorithms☆19Jul 21, 2023Updated 2 years ago
- A set of jupyter notebooks for the practice of TDA with the python Gudhi library together with popular machine learning and data sciences…☆461Mar 31, 2026Updated 2 weeks ago
- Ripser: efficient computation of Vietoris–Rips persistence barcodes☆353Mar 5, 2024Updated 2 years ago
- [NeurIPS 2021] Manifold Topology Divergence: a Framework for Comparing Data Manifolds☆15Mar 1, 2022Updated 4 years ago
- Mapper Interactive is a customizable visualization framework for the analysis and visualization of high-dimensional point cloud data usin…☆26Mar 31, 2026Updated last week
- Chowdhury, S. and Mémoli, F., Persistent Path Homology of Directed Networks. SODA 2018.☆13Mar 30, 2021Updated 5 years ago
- An implementation of Denoising Variational AutoEncoder with Topological loss☆32Dec 6, 2020Updated 5 years ago
- PLLay: Efficient Topological Layer based on Persistence Landscapes☆23Dec 10, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A Python toolkit for dimensionality reduction quality assessment☆19Oct 23, 2022Updated 3 years ago
- The essence of my research, distilled for reusability. Enjoy 🥃!☆73Aug 13, 2024Updated last year
- Code for JMLR paper ``Learning Representations of Persistence Barcodes``☆24Mar 6, 2020Updated 6 years ago
- Official repository for the ICLR 2022 paper "Evaluation Metrics for Graph Generative Models: Problems, Pitfalls, and Practical Solutions"…☆14Jul 5, 2022Updated 3 years ago
- ☆36Feb 14, 2021Updated 5 years ago
- Geometry Regularized Autoencoders (GRAE) for large-scale visualization and manifold learning☆23Dec 15, 2023Updated 2 years ago
- ☆12Aug 21, 2020Updated 5 years ago
- Persistence differentiation with Gudhi and Tensorflow☆20Sep 28, 2023Updated 2 years ago
- Simplicial neural network benchmarking software☆17Jun 9, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch☆425Feb 22, 2024Updated 2 years ago
- Code of our NeurIPS 2020 publication 'Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence'☆24Oct 22, 2020Updated 5 years ago
- SHAPR: Code for "Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D Reconstruction"☆41Oct 28, 2023Updated 2 years ago
- A curated list of topological data analysis (TDA) resources and links.☆216Nov 7, 2025Updated 5 months ago
- ☆31Sep 6, 2024Updated last year
- Distances and representations of persistence diagrams☆135Apr 5, 2026Updated last week
- Unsupervised image segmentation by applying topological data analysis techniques.☆31Feb 13, 2020Updated 6 years ago
- Tools for generating and comparing Decorated Merge Trees, enriched persistence-based topological data descriptors.☆17Aug 27, 2022Updated 3 years ago
- A set of jupyter notebooks for the practice of TDA with the python Gudhi library together with popular machine learning and data sciences…☆29Jun 18, 2025Updated 9 months 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.
- ☆11Aug 22, 2023Updated 2 years ago
- This repo contains code for GeoMLE intrinsic dimension estimation algorithm☆20Jul 10, 2020Updated 5 years ago
- Deep learning made topological.☆92Jul 25, 2024Updated last year
- Local signatures for 3D shapes with persistent homology☆14Jul 10, 2019Updated 6 years ago
- PyTorch Implementation of CVPR'19 - On the Intrinsic Dimensionality of Image Representation☆26Jun 12, 2019Updated 6 years ago
- Topological Data Analysis in Python: Simplicial Complex☆124Mar 29, 2026Updated 2 weeks ago
- The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimension…☆308Mar 31, 2026Updated 2 weeks ago