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Julien Tierny · @JulienTierny
31 followers · 14 posts · Server fosstodon.org
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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

Last updated 2 years ago
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Julien Tierny · @JulienTierny
23 followers · 8 posts · Server fosstodon.org
Open media

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

Last updated 2 years ago
Original post

Julien Tierny · @JulienTierny
21 followers · 6 posts · Server fosstodon.org
Open media

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

Last updated 2 years ago
Original post

Julien Tierny · @JulienTierny
20 followers · 4 posts · Server fosstodon.org
Open media

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 #machinelearning

Last updated 2 years ago
Original post