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Barcelona Mathematics and Machine Learning (b=M2L) Colloquium Series The Barcelona Mathematics ... Title: Featurization of persistence diagrams using template functions for machine learning tasks Abstract: The persistence diagram ... The Interleaving Distance for Graphical Signatures Elizabeth Munch Title: Topological data analysis for quantifying plant morphology Abstract: Persistent homology is a powerful tool from topological ... Title: The directional transform, or how to look at your data from every direction at once Abstract: The field of topological data ... Combining network analysis and persistent homology for classifying behavior of time series Persistent homology, the flagship ...

Abstract- The interleaving distance is a fundamental metric in Topological Data Analysis (TDA), with applications ranging from ...

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Celebrity Elizabeth Munch: Python Tutorial on Topological Data Analysis Wealth
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Celebrity Elizabeth Munch - Crafting Topological Features for Machine Learning Pipelines - b=M2L 2023 - UAB Net Worth
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Elizabeth Munch (2/25/15): The interleaving distance for Reeb graphs
07 Munch
The Interleaving Distance for Graphical Signatures Elizabeth Munch
Elizabeth Munch (6/2/20): Topological data analysis for quantifying plant morphology
Elizabeth Munch (10/14/22): The directional transform
1W-MINDS: February 9, Elizabeth Munch: Combining network analysis and persistent homology for ...
Elizabeth Munch (08/21/25): In Search of a Tight Bound for the Interleaving Distance
Elizabeth Munch, Comparing Embedded Shapes Using Topological Summaries, 2024.03.26
Pynative is really good for beginner exercises.
First 7 steps to do data analysis #python #shorts #exploratorydataanalysis

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Last Updated: June 13, 2026

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Celebrity Liz Munch (1/29/20): Featurization of persistence diagrams using template functions for ML tasks Wealth
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Elizabeth Munch: Python Tutorial on Topological Data Analysis
Elizabeth Munch - Crafting Topological Features for Machine Learning Pipelines - b=M2L 2023 - UAB
Liz Munch (1/29/20): Featurization of persistence diagrams using template functions for ML tasks
Elizabeth Munch (2/25/15): The interleaving distance for Reeb graphs
07 Munch
The Interleaving Distance for Graphical Signatures Elizabeth Munch
Elizabeth Munch (6/2/20): Topological data analysis for quantifying plant morphology
Elizabeth Munch (10/14/22): The directional transform