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Oct 26, 2017 - R
topological-data-analysis
Here are 19 public repositories matching this topic...
Code to Implement the Smooth Euler Characteristic Transform (SECT)
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Oct 22, 2019 - R
R code associated with preprint proposing flat persistence diagram for better visualization of persistent homology.
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Oct 25, 2019 - R
Maths for Big Data
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Dec 21, 2020 - R
Code supporting "Comparing R packages for calculation of persistent homology" manuscript
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Jan 13, 2021 - R
All code, scripts, and figures for Topological Data Analysis related papers.
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Mar 19, 2021 - R
Previously epidemiologists have not relied on topological data analysis to model disease spread. Instead, they have used variants of the SIR compartmental model from classic epidemiology theory and stochastic models. This project will hopefully show how topological data analysis can be considered for use as an extra tool in epidemiology.
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Apr 13, 2021 - R
An R package for feature selection in topological spaces.
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Aug 12, 2021 - R
R pipeline for computing persistent homology in topological data analysis. See https://doi.org/10.21105/joss.00860 for more details.
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Nov 23, 2021 - R
R package for computing the Mapper construction from Topological Data Analysis
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May 23, 2022 - R
Persistance and barcode diagrams using TDAstats package.
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Nov 25, 2022 - R
procedures to generate landmark sets from finite metric spaces
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Dec 12, 2022 - R
A statistical framework for feature selection and association mapping with 3D shapes
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Sep 9, 2023 - R
Hypothesis testing for topological data analysis via the smooth Euler characteristic transform
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Jan 29, 2024 - R
R package for generating synthetic shapes and images using the α-shape sampler
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Feb 1, 2024 - R
R interface & extension to an adapted Persistence Landscapes Toolbox
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Mar 13, 2024 - R
ggplot2 extension to visualize persistent homology
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May 17, 2024 - R
uniform samplers from immersed manifolds
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Jun 18, 2024 - R
Randomness of Shapes and Statistical Inference on Shapes via the Smooth Euler Characteristic Transform
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Jun 23, 2024 - R
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