TopologyLayer icon indicating copy to clipboard operation
TopologyLayer copied to clipboard

A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch

Results 24 TopologyLayer issues
Sort by recently updated
recently updated
newest added

Dear authors, This paper is spectacular and I am so thankful to you for having written the code so well and opensource it. Could you let me know how could...

Hi Thanks for your nice work. Currently, I've encountered a challenge in extending the levelset filtration to 3D Could you kindly provide some guidance or brief Python code for that?...

Bumps [scipy](https://github.com/scipy/scipy) from 1.2.1 to 1.10.0. Release notes Sourced from scipy's releases. SciPy 1.10.0 Release Notes SciPy 1.10.0 is the culmination of 6 months of hard work. It contains many...

dependencies

Is it possible to apply the topology layer on 3D volume? It seems that we need a 'levelsetlayer3D'.

Dear authors: I am new to TDA analysis. May I ask if this is the correct place to calculate the pair-wise distance between points in my dataset? (and the pair-wise...

I was going thorugth the examples and am anot able to understand what this code does on the ouptu t reocsntucted images and contributes to the topoloss. Can the authors...

Thanks for this awesome package. In the topological.nn layer class AlphaLayer(nn.Module): What is the maximum homology dimension in the Alpha layer? Till what extent is it desirable to have the...

Hi, I computed persistence diagram of a point cloud using AlphaLayer or RipsLayer. For a given point in the persistence diagram, or equivalently a homology class(suppose the multiplicity of the...

Hi, In Colab, although I've installed the topology layer like this `!pip install git+https://github.com/bruel-gabrielsson/TopologyLayer.git` when I wanted to run the first file of generators it throw an error from this...

Hello, I want to ask if the topological Loss can be used in Keras model?