bruel-gabrielsson / TopologyLayer
A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch
☆374Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for TopologyLayer
- A Lean Persistent Homology Library for Python☆277Updated 3 weeks ago
- The essence of my research, distilled for reusability. Enjoy 🥃!☆61Updated 2 months ago
- A set of jupyter notebooks for the practice of TDA with the python Gudhi library together with popular machine learning and data sciences…☆376Updated 3 months ago
- Distances and representations of persistence diagrams☆125Updated 3 months ago
- A topological machine learning framework based on PyTorch☆156Updated 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…☆258Updated this week
- Ripser++: GPU-accelerated computation of Vietoris–Rips persistence barcodes☆101Updated last year
- Ripser: efficient computation of Vietoris–Rips persistence barcodes☆311Updated 8 months ago
- Implementation of the PersLay layer for persistence diagrams☆80Updated last year
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆50Updated 2 years ago
- Topological Data Analysis Routines☆148Updated this week
- Library for computing persistent homology☆148Updated last week
- Topological Data Analysis in Python: Simplicial Complex☆116Updated last week
- Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.☆140Updated 2 years ago
- Automatically exported from code.google.com/p/dipha☆63Updated 7 years ago
- ☆258Updated last year
- Computations and statistics on manifolds with geometric structures.☆1,266Updated last month
- Topological Deep Learning☆235Updated last week
- A library for programmatically generating equivariant layers through constraint solving☆255Updated last year
- ☆31Updated 3 years ago
- Topological Data Analysis for Python🐍☆527Updated 3 months ago
- Persistent homology calculation for 1D (scalar time series), 2D (image), and 3D (voxel) arrays☆48Updated 2 months ago
- Geometric loss functions between point clouds, images and volumes☆595Updated 9 months ago
- Open source library for combining TDA and Machine Learning☆89Updated last year
- explanation / demos of topology concepts☆12Updated 2 years ago
- ☆44Updated 6 years ago
- A curated list of topological data analysis (TDA) resources and links.☆167Updated last month
- A high-performance topological machine learning toolbox in Python☆855Updated 4 months ago
- Constrained optimization toolkit for PyTorch☆657Updated 2 years ago
- PLLay: Efficient Topological Layer based on Persistence Landscapes☆21Updated 3 years ago