giotto-ai / giotto-deepLinks
Deep learning made topological.
☆85Updated 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☆185Updated last month
- Representation Learning on Topological Domains☆85Updated last week
- ☆175Updated last year
- Topological Deep Learning☆289Updated last week
- Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.☆150Updated 3 years ago
- TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning☆140Updated this week
- ☆44Updated 2 years ago
- Distances and representations of persistence diagrams☆131Updated this week
- Implementation of the PersLay layer for persistence diagrams☆84Updated last year
- Computing on Topological Domains☆234Updated last week
- Synthetic data sets apt for Topological Data Analysis☆36Updated last week
- The essence of my research, distilled for reusability. Enjoy 🥃!☆69Updated last year
- A Lean Persistent Homology Library for Python☆306Updated last week
- High performance implementation of Vietoris-Rips persistence.☆51Updated last year
- Geometric kernels on manifolds, meshes and graphs☆269Updated last month
- Compute the Euler Characteristic Transform☆15Updated last year
- Topological Data Analysis in Python: Simplicial Complex☆123Updated 3 weeks ago
- A curated list of topological data analysis (TDA) resources and links.☆204Updated 11 months ago
- Vectorization of persistence diagrams and approximate Wasserstein distance☆27Updated 5 years ago
- Python library for multipersistence☆31Updated last week
- Topological Signal Processing in Python☆32Updated 3 weeks ago
- Ripser++: GPU-accelerated computation of Vietoris–Rips persistence barcodes☆112Updated 2 years ago
- ☆33Updated 4 years ago
- Code for JMLR paper ``Learning Representations of Persistence Barcodes``☆24Updated 5 years ago
- A curated list of topological deep learning (TDL) resources and links.☆255Updated 2 months ago
- The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimension…☆286Updated last month
- density-based clustering for exploratory data analysis based on multi-parameter persistence☆41Updated last month
- Code of our NeurIPS 2020 publication 'Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence'☆25Updated 4 years ago
- A Python package for intrinsic dimension estimation☆92Updated 3 months ago
- Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called si…☆79Updated 4 years ago