aidos-lab / pytorch-topological
A topological machine learning framework based on PyTorch
☆168Updated last week
Alternatives and similar repositories for pytorch-topological:
Users that are interested in pytorch-topological are comparing it to the libraries listed below
- Topological Deep Learning☆266Updated this week
- Ripser++: GPU-accelerated computation of Vietoris–Rips persistence barcodes☆107Updated 2 years ago
- Deep learning made topological.☆83Updated 8 months ago
- The essence of my research, distilled for reusability. Enjoy 🥃!☆65Updated 8 months ago
- A curated list of topological deep learning (TDL) resources and links.☆242Updated last month
- Representation Learning on Topological Domains☆79Updated last week
- Topological Graph Neural Networks (ICLR 2022)☆122Updated 2 years ago
- ☆174Updated last year
- Code for JMLR paper ``Learning Representations of Persistence Barcodes``☆23Updated 5 years ago
- Implementation of the PersLay layer for persistence diagrams☆81Updated last year
- Computing on Topological Domains☆210Updated this week
- Python library for multipersistence☆25Updated this week
- Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.☆145Updated 3 years ago
- Message Passing Neural Networks for Simplicial and Cell Complexes☆160Updated last year
- A curated list of topological data analysis (TDA) resources and links.☆186Updated 7 months ago
- Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called si…☆78Updated 4 years ago
- ☆31Updated 4 years ago
- Distances and representations of persistence diagrams☆127Updated last month
- A Lean Persistent Homology Library for Python☆294Updated last week
- Topological Signal Processing in Python☆27Updated last week
- High performance implementation of Vietoris-Rips persistence.☆45Updated 10 months ago
- explanation / demos of topology concepts☆14Updated 2 years ago
- Computational and Applied Topology List☆21Updated 2 months ago
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆52Updated 2 years ago
- TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning☆115Updated last week
- PLLay: Efficient Topological Layer based on Persistence Landscapes☆21Updated 4 years ago
- This code accompanies the paper "Persistence Images: A Stable Vector Representation of Persistent Homology".☆43Updated 4 years ago
- The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimension…☆271Updated last month
- Official repository for the Topological Deep Learning Challenge 2024, organized by TAG-DS & PyT-Team and hosted by GRaM Workshop @ ICML 2…☆38Updated last month
- Persistence differentiation with Gudhi and Tensorflow☆18Updated last year