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:
- A topological machine learning framework based on PyTorch☆216Feb 11, 2026Updated 8 months ago
- A library for exploring persistent homology☆108Jul 16, 2025Updated last year
- This code accompanies the paper "Persistence Images: A Stable Vector Representation of Persistent Homology".☆47Oct 9, 2020Updated 6 years ago
- Implementation of the PersLay layer for persistence diagrams☆86Sep 28, 2023Updated 3 years ago
- Python-based persistent homology algorithms☆19Jul 21, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Topological Graph Neural Networks (ICLR 2022)☆127Jun 10, 2022Updated 4 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…☆485Mar 31, 2026Updated 6 months ago
- RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds☆24Feb 4, 2022Updated 4 years ago
- Ripser: efficient computation of Vietoris–Rips persistence barcodes☆370Mar 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 5 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
- PLLay: Efficient Topological Layer based on Persistence Landscapes☆23Dec 10, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 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
- Geometry Regularized Autoencoders (GRAE) for large-scale visualization and manifold learning☆27Dec 15, 2023Updated 2 years ago
- Official repository for the ICLR 2022 paper "Evaluation Metrics for Graph Generative Models: Problems, Pitfalls, and Practical Solutions"…☆14Jul 5, 2022Updated 4 years ago
- Persistence differentiation with Gudhi and Tensorflow☆20Sep 28, 2023Updated 3 years ago
- A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch☆430Feb 22, 2024Updated 2 years ago
- Simplicial neural network benchmarking software☆18Jun 9, 2022Updated 4 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
- A curated list of topological data analysis (TDA) resources and links.☆228Jul 9, 2026Updated 3 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Unsupervised image segmentation by applying topological data analysis techniques.☆32Feb 13, 2020Updated 6 years ago
- Topological Neural Networks go Persistent, Equivariant and Continuous☆17Jun 4, 2024Updated 2 years ago
- Deep learning made topological.☆91Jul 25, 2024Updated 2 years ago
- ☆11Aug 22, 2023Updated 3 years ago
- This repo contains code for GeoMLE intrinsic dimension estimation algorithm☆21Jul 10, 2020Updated 6 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 last year
- PyTorch Implementation of CVPR'19 - On the Intrinsic Dimensionality of Image Representation☆27Jun 12, 2019Updated 7 years ago
- Topological Data Analysis in Python: Simplicial Complex☆121Sep 30, 2026Updated last week
- WKPI: A kernel based on persistent homology☆12May 17, 2020Updated 6 years ago
- 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.
- The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimension…☆329Oct 5, 2026Updated last week
- Synthetic data sets apt for Topological Data Analysis☆41Aug 8, 2026Updated 2 months ago
- ☆33Sep 6, 2024Updated 2 years ago
- ☆32Jan 28, 2019Updated 7 years ago
- ☆22Mar 10, 2021Updated 5 years ago
- Topological Deep Learning☆348Oct 4, 2026Updated last week
- ☆12Feb 14, 2022Updated 4 years ago