bruel-gabrielsson / TopologyLayer
A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch
☆397Updated last year
Alternatives and similar repositories for TopologyLayer:
Users that are interested in TopologyLayer are comparing it to the libraries listed below
- A Lean Persistent Homology Library for Python☆295Updated 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…☆404Updated last month
- Ripser: efficient computation of Vietoris–Rips persistence barcodes☆326Updated last year
- A topological machine learning framework based on PyTorch☆171Updated 2 weeks ago
- Ripser++: GPU-accelerated computation of Vietoris–Rips persistence barcodes☆108Updated 2 years ago
- Distances and representations of persistence diagrams☆128Updated last month
- Implementation of the PersLay layer for persistence diagrams☆80Updated last year
- The essence of my research, distilled for reusability. Enjoy 🥃!☆65Updated 8 months ago
- The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimension…☆272Updated last week
- Library for computing persistent homology☆150Updated last month
- ☆32Updated 4 years ago
- Topological Data Analysis in Python: Simplicial Complex☆121Updated this week
- Automatically exported from code.google.com/p/dipha☆66Updated 7 years ago
- Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.☆145Updated 3 years ago
- PLLay: Efficient Topological Layer based on Persistence Landscapes☆21Updated 4 years ago
- A curated list of topological data analysis (TDA) resources and links.☆191Updated 7 months ago
- Persistent homology calculation for 1D (scalar time series), 2D (image), and 3D (voxel) arrays☆51Updated 3 months ago
- Topological Data Analysis Routines☆146Updated this week
- ☆44Updated 7 years ago
- Geometric loss functions between point clouds, images and volumes☆622Updated last week
- ☆269Updated last year
- A high-performance topological machine learning toolbox in Python☆900Updated 10 months ago
- Topological Data Analysis for Python🐍☆540Updated 9 months ago
- High performance implementation of Vietoris-Rips persistence.☆46Updated 10 months ago
- Open source library for combining TDA and Machine Learning☆86Updated last year
- Topological Deep Learning☆267Updated last week
- Deep learning made topological.☆83Updated 9 months ago
- explanation / demos of topology concepts☆14Updated 2 years ago
- A library for programmatically generating equivariant layers through constraint solving☆267Updated last year
- A curated list of topological deep learning (TDL) resources and links.☆243Updated last month