The cardinalR
package provides a collection of functions to generate a large variety of structures in high dimensions.
Installation
You can install the released version of cardinalR
from CRAN with:
install.packages("cardinalR")
The development version from GitHub with:
# install.packages("pak")
pak::pak("JayaniLakshika/cardinalR")
Example
head(mobiusgau, 5)
#> # A tibble: 5 × 4
#> x1 x2 x3 x4
#> <dbl> <dbl> <dbl> <dbl>
#> 1 0.517 -0.579 -0.00951 -0.0401
#> 2 0.0142 -0.00841 0.0147 0.0579
#> 3 -0.402 0.506 -0.196 -0.0325
#> 4 -0.218 -0.684 0.0347 0.0497
#> 5 0.225 0.699 0.00575 0.0251
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You can find the high-dimensional view in here.
tSNE (t-distributed Stochastic Neighbor Embedding) and UMAP (Uniform Manifold Approximation and Projection) representations of mobiusgau
are shown below.
Copyright
This package is licensed under the MIT license.