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#persistencediagrams — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #persistencediagrams, aggregated by home.social.

  1. Julien Tierny @JulienTierny ·

    The Wasserstein metric between can be easily extended to by restricting the set of candidate assignments to partial isomorphisms 👇
    arxiv.org/abs/2207.10960

    Available in the !

    Funded by the European Research Council (ERC) (project TORI, erc-tori.github.io/)

    #persistencediagrams #mergetrees #topologytoolkit #topologicaldataanalysis #datascience #visualization
  2. Julien Tierny @JulienTierny ·

    Check out the new Example Website!
    Dozens of pipelines.

    Today, learn how to cluster datasets with intricate structures based on their in 85 lines of

    topology-tool-kit.github.io/ex

    Funded by the European Research Council (ERC) (project TORI, erc-tori.github.io/)

    #topologytoolkit #topologicaldataanalysis #persistencediagrams #python #datascience #machinelearning
  3. Julien Tierny @JulienTierny ·

    Need to analyze a collection of datasets based on their ?
    Check out our new approach for Principal Geodesic Analysis in the Wasserstein space of , with applications to dimension reduction:
    arxiv.org/abs/2207.10960

    Funded by the European Research Council (ERC) (project TORI, erc-tori.github.io/)

    #persistencediagrams #topologicaldataanalysis #visualization #datascience #machinelearing #topologytoolkit
  4. Julien Tierny @JulienTierny ·

    Checkout the new Example Website!
    Dozens of pipelines.
    🧑‍🎓Today, learn how to compute the distance between the of two datasets in 48 lines of 👇
    topology-tool-kit.github.io/ex

    #topologytoolkit #topologicaldataanalysis #wasserstein #persistencediagrams #python #datascience