giotto-tda
giotto-tda copied to clipboard
A high-performance topological machine learning toolbox in Python
**Reference issues/PRs** **Types of changes** - [ ] Bug fix (non-breaking change which fixes an issue) - [X] New feature (non-breaking change which adds functionality) - [ ] Breaking change...
There is unclear documentation for the padding used in VietorisRipsPersistence. The documentation says that diagrams may be padded with some points on the diagonal, but it does not say what...
Hi, I am a junior undergraduate student from India and am researching on Application of TDA on stocks. The data I'm working with is financial time series data. I'm trying...
Hi! I'm trying to compute the Vietoris Rips persistence of my graph using its distance matrix. I have an unweighted, undirected graph and its distance matrix is: dist_matrix = np.array([[0,1,2,4,4],[1,0,1,3,3],[2,1,0,2,2],[4,3,2,0,2],[4,3,2,2,0]])...
#### Description In the current implementation of `diagrams.Scaler`, `Amplitude` and `PersistenceEntropy`, homology dimensions that don't appear in `fit` will not be considered in `transform`. It might lead to some unexpected...
**Reference issues/PRs** **Types of changes** - [ ] Bug fix (non-breaking change which fixes an issue) - [x] New feature (non-breaking change which adds functionality) - [ ] Breaking change...
Follow up on https://github.com/giotto-ai/giotto-tda/pull/367 this time from an upstream branch to check as secrets are not shared to forks. Just checking that git clone with an SSH key works for...
**Reference issues/PRs** **Types of changes** - [ ] Bug fix (non-breaking change which fixes an issue) - [x] New feature (non-breaking change which adds functionality) - [ ] Breaking change...
Hello, I am currently experimenting with time series classifies using Taken's embedding. The function takens_embedding_optimal_parameters is behaving somewhat differently than I expected. I am getting the following error. `ValueError: Not...
Mismatch in Wasserstein distance calculation (compared with GUDHI (Hera+own backend) and Persim). Maybe I am using the wrong parameters? **To reproduce** ``` #Func to convert a diagram to giotto format...