Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.
☆154Jan 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.☆37Feb 13, 2023Updated 3 years ago
- A topological machine learning framework based on PyTorch☆215Feb 11, 2026Updated 6 months ago
- A library for exploring persistent homology☆107Jul 16, 2025Updated last year
- This code accompanies the paper "Persistence Images: A Stable Vector Representation of Persistent Homology".☆47Oct 9, 2020Updated 5 years ago
- Implementation of the PersLay layer for persistence diagrams☆86Sep 28, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Topological Graph Neural Networks (ICLR 2022)☆127Jun 10, 2022Updated 4 years ago
- Python-based persistent homology algorithms☆19Jul 21, 2023Updated 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…☆480Mar 31, 2026Updated 5 months ago
- RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds☆23Feb 4, 2022Updated 4 years ago
- Ripser: efficient computation of Vietoris–Rips persistence barcodes☆369Mar 5, 2024Updated 2 years ago
- [NeurIPS 2021] Manifold Topology Divergence: a Framework for Comparing Data Manifolds☆15Mar 1, 2022Updated 4 years ago
- A Python toolkit for dimensionality reduction quality assessment☆19Apr 19, 2026Updated 4 months ago
- 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☆31Dec 6, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Ripser++: GPU-accelerated computation of Vietoris–Rips persistence barcodes☆132Mar 16, 2023Updated 3 years ago
- PLLay: Efficient Topological Layer based on Persistence Landscapes☆23Dec 10, 2020Updated 5 years ago
- The essence of my research, distilled for reusability. Enjoy 🥃!☆76Aug 13, 2024Updated 2 years ago
- Code for JMLR paper ``Learning Representations of Persistence Barcodes``☆25Mar 6, 2020Updated 6 years ago
- ☆38Feb 14, 2021Updated 5 years ago
- ☆12Aug 21, 2020Updated 6 years ago
- Persistence differentiation with Gudhi and Tensorflow☆20Sep 28, 2023Updated 2 years ago
- SHAPR: Code for "Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D Reconstruction"☆41Oct 28, 2023Updated 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
- 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 curated list of topological data analysis (TDA) resources and links.☆226Jul 9, 2026Updated last month
- Topological Neural Networks go Persistent, Equivariant and Continuous☆17Jun 4, 2024Updated 2 years ago
- Tools for generating and comparing Decorated Merge Trees, enriched persistence-based topological data descriptors.☆19Aug 27, 2022Updated 4 years ago
- Deep learning made topological.☆91Jul 25, 2024Updated 2 years ago
- This repo contains code for GeoMLE intrinsic dimension estimation algorithm☆21Jul 10, 2020Updated 6 years ago
- ☆12Aug 22, 2023Updated 3 years ago
- Local signatures for 3D shapes with persistent homology☆14Jul 10, 2019Updated 7 years ago
- WKPI: A kernel based on persistent homology☆12May 17, 2020Updated 6 years ago
- The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimension…☆328Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Synthetic data sets apt for Topological Data Analysis☆41Aug 8, 2026Updated 3 weeks ago
- RIVET is a tool for Topological Data Analysis, in particular two-parameter persistent homology.☆80Mar 29, 2024Updated 2 years ago
- ☆22Mar 10, 2021Updated 5 years ago
- Code for the paper 'Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology'☆30Feb 25, 2019Updated 7 years ago
- ☆32Jan 28, 2019Updated 7 years ago
- ☆12Feb 14, 2022Updated 4 years ago
- ☆21Dec 15, 2024Updated last year