lrnzgiusti / awesome-topological-deep-learningView external linksLinks
A curated list of topological deep learning (TDL) resources and links.
☆272Oct 20, 2025Updated 3 months ago
Alternatives and similar repositories for awesome-topological-deep-learning
Users that are interested in awesome-topological-deep-learning are comparing it to the libraries listed below
Sorting:
- ☆179Sep 13, 2023Updated 2 years ago
- Topological Deep Learning☆320Feb 3, 2026Updated last week
- Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called si…☆85Apr 14, 2021Updated 4 years ago
- Official Repository for Simplicial Attention Networks☆32Jul 28, 2023Updated 2 years ago
- Computing on Topological Domains☆256Updated this week
- Topological Graph Neural Networks (ICLR 2022)☆126Jun 10, 2022Updated 3 years ago
- Topological Signal Processing in Python☆41Oct 23, 2025Updated 3 months ago
- TOpological Point Features: Node-Level Topological Representation Learning on Point Clouds☆23Jul 19, 2025Updated 6 months ago
- Message Passing Neural Networks for Simplicial and Cell Complexes☆165Jun 13, 2023Updated 2 years ago
- A curated list of topological data analysis (TDA) resources and links.☆215Nov 7, 2025Updated 3 months ago
- Representation Learning on Topological Domains☆94Feb 4, 2026Updated last week
- Official repository for Cell Attention Networks☆14Jan 11, 2024Updated 2 years ago
- A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond☆1,050Nov 25, 2025Updated 2 months ago
- ☆87Aug 16, 2023Updated 2 years ago
- Deep learning made topological.☆91Jul 25, 2024Updated last year
- Official repository for the Topological Deep Learning Challenge 2024, organized by TAG-DS & PyT-Team and hosted by GRaM Workshop @ ICML 2…☆43Feb 20, 2025Updated 11 months ago
- The essence of my research, distilled for reusability. Enjoy 🥃!☆72Aug 13, 2024Updated last year
- Simplicial neural network benchmarking software☆17Jun 9, 2022Updated 3 years ago
- TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning☆222Updated this week
- Signal compression and reconstruction on complexes preserving topological features via Discrete Morse Theory☆14May 31, 2022Updated 3 years ago
- ☆22Mar 10, 2021Updated 4 years ago
- TARDIS: Topological Algorithms for Robust DIscovery of Singularities☆44Jul 28, 2023Updated 2 years ago
- ☆32Jan 28, 2019Updated 7 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…☆456Mar 19, 2025Updated 10 months ago
- Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)☆16Sep 4, 2023Updated 2 years ago
- List of papers studying machine learning through the lens of category theory☆1,487Feb 9, 2026Updated last week
- Differentiable Euler Characteristic Transform☆17Jun 18, 2024Updated last year
- ☆35Feb 14, 2021Updated 5 years ago
- Code for the KDD 2021 paper 'Filtration Curves for Graph Representation'☆18Aug 8, 2023Updated 2 years ago
- ☆45Feb 24, 2023Updated 2 years ago
- The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimension…☆305Jan 22, 2026Updated 3 weeks ago
- GraphCON (ICML 2022)☆60Sep 29, 2022Updated 3 years ago
- ☆11Apr 10, 2023Updated 2 years ago
- Python-based persistent homology algorithms☆19Jul 21, 2023Updated 2 years ago
- Persistence differentiation with Gudhi and Tensorflow☆20Sep 28, 2023Updated 2 years ago
- Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.☆152Jan 18, 2022Updated 4 years ago
- Code for paper E(n)-Equivariant Topological Neural Networks☆36Nov 28, 2024Updated last year
- Quantify geometric intelligence in natural and artificial brains.☆51Jun 25, 2025Updated 7 months ago
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆53Aug 22, 2022Updated 3 years ago