bruel-gabrielsson / TopologyLayerLinks
A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch
☆413Updated last year
Alternatives and similar repositories for TopologyLayer
Users that are interested in TopologyLayer are comparing it to the libraries listed below
Sorting:
- Ripser++: GPU-accelerated computation of Vietoris–Rips persistence barcodes☆116Updated 2 years ago
- A Lean Persistent Homology Library for Python☆313Updated 2 weeks ago
- A set of jupyter notebooks for the practice of TDA with the python Gudhi library together with popular machine learning and data sciences…☆437Updated 7 months ago
- A topological machine learning framework based on PyTorch☆191Updated last week
- The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimension…☆290Updated 2 weeks ago
- Distances and representations of persistence diagrams☆131Updated last month
- The essence of my research, distilled for reusability. Enjoy 🥃!☆71Updated last year
- Implementation of the PersLay layer for persistence diagrams☆84Updated 2 years ago
- Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.☆150Updated 3 years ago
- Ripser: efficient computation of Vietoris–Rips persistence barcodes☆336Updated last year
- PLLay: Efficient Topological Layer based on Persistence Landscapes☆20Updated 4 years ago
- ☆35Updated 4 years ago
- Geometric loss functions between point clouds, images and volumes☆655Updated 6 months ago
- Persistent homology calculation for 1D (scalar time series), 2D (image), and 3D, 4D (voxel) arrays☆55Updated 2 months ago
- Topological Data Analysis Routines☆147Updated this week
- A curated list of topological data analysis (TDA) resources and links.☆210Updated last year
- Automatically exported from code.google.com/p/dipha☆73Updated 8 years ago
- RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds☆22Updated 3 years ago
- Topological Data Analysis in Python: Simplicial Complex☆123Updated last week
- This code accompanies the paper "Persistence Images: A Stable Vector Representation of Persistent Homology".☆45Updated 5 years ago
- Topological Deep Learning☆293Updated this week
- Code for JMLR paper ``Learning Representations of Persistence Barcodes``☆24Updated 5 years ago
- ☆273Updated 2 years ago
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆51Updated 3 years ago
- Vectorization of persistence diagrams and approximate Wasserstein distance☆28Updated 5 years ago
- A high-performance topological machine learning toolbox in Python☆942Updated last year
- A library for programmatically generating equivariant layers through constraint solving☆277Updated 2 years ago
- Papers on Topology + Learning.☆14Updated 5 years ago
- Riemannian Adaptive Optimization Methods with pytorch optim☆997Updated 2 months ago
- Deep learning made topological.☆90Updated last year