giotto-ai / giotto-deepLinks
Deep learning made topological.
☆90Updated last year
Alternatives and similar repositories for giotto-deep
Users that are interested in giotto-deep are comparing it to the libraries listed below
Sorting:
- A topological machine learning framework based on PyTorch☆197Updated last month
- Representation Learning on Topological Domains☆89Updated this week
- Implementation of the PersLay layer for persistence diagrams☆84Updated 2 years ago
- Distances and representations of persistence diagrams☆132Updated last week
- High performance implementation of Vietoris-Rips persistence.☆54Updated last year
- A curated list of topological data analysis (TDA) resources and links.☆211Updated 3 weeks ago
- Synthetic data sets apt for Topological Data Analysis☆36Updated last week
- A Lean Persistent Homology Library for Python☆317Updated last week
- Topological Data Analysis in Python: Simplicial Complex☆124Updated last week
- Computing on Topological Domains☆247Updated this week
- ☆177Updated 2 years ago
- density-based clustering for exploratory data analysis based on multi-parameter persistence☆42Updated 4 months ago
- Vectorization of persistence diagrams and approximate Wasserstein distance☆28Updated 5 years ago
- Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.☆151Updated 3 years ago
- Topological Deep Learning☆298Updated last week
- Ripser++: GPU-accelerated computation of Vietoris–Rips persistence barcodes☆118Updated 2 years ago
- Code for JMLR paper ``Learning Representations of Persistence Barcodes``☆24Updated 5 years ago
- ☆45Updated 2 years ago
- Topological Signal Processing in Python☆38Updated last month
- The essence of my research, distilled for reusability. Enjoy 🥃!☆71Updated last year
- Official repository for the Topological Deep Learning Challenge 2024, organized by TAG-DS & PyT-Team and hosted by GRaM Workshop @ ICML 2…☆40Updated 9 months ago
- Code of our NeurIPS 2020 publication 'Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence'☆25Updated 5 years ago
- Pedagogical Jupyter notebooks for topological data analysis. Topics include basic shapes, sliding window audio/video, lower star filtrat…☆96Updated 5 years ago
- TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning☆212Updated last week
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆53Updated 3 years ago
- Differentiable Euler Characteristic Transform☆17Updated last year
- Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called si…☆81Updated 4 years ago
- Geometric kernels on manifolds, meshes and graphs☆279Updated 2 weeks ago
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆54Updated 3 years ago
- Python-based persistent homology algorithms☆19Updated 2 years ago