Collection of Data Structures

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Documentation for package ‘cardinalR’ version 0.1.10

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gen_bkgnoise Generate Background Noise Data
gen_circle Generate Circle in p-d
gen_clusteredspheres Generate Small Spheres Within a Big Sphere
gen_clustloc Generate Cluster Locations
gen_cone Generate Blunted Cone
gen_conicspiral Generate Conical Spiral
gen_crescent Generate Crescent
gen_cubehole Generate Cube with Hole
gen_cubic Generate Cubic
gen_curvybranches Generate data with curvy shaped branches
gen_curvycycle Generate Curvy Cell Cycle in p-d
gen_curvycylinder Generate Curvy Cylinder
gen_expbranches Generate data with exponential shaped branches
gen_gaussian Generate Gaussian
gen_gridcube Generate Cube with grid points
gen_gridedsphere Generate Grided Sphere
gen_helicalspiral Generate Helical Hyper Spiral
gen_hemisphere Generate Hemisphere
gen_linearbranches Generate data with linear shaped branches
gen_longlinear Generate Long Linear Data
gen_mobius Generate a 3-D Mobius in High Dimensions
gen_multicluster Generate Multiple Clusters
gen_noisedims Generate Random Noise Dimensions
gen_nonlinear Generate Nonlinear Hyperbola
gen_nproduct Generates a vector of positive integers whose product is approximately equal to a target value.
gen_nsum Generates a vector of positive integers whose summation is approximately equal to a target value.
gen_orgcurvybranches Generate data with curvy shaped branches in a initial point
gen_orglinearbranches Generate data with linear shaped branches in a initial point
gen_pyrholes Generate p-D Triangular Pyramid With Triangular Pyramid shaped holes
gen_pyrrect Generate Rectangular Based Pyramid
gen_pyrstar Generate Star Based Pyramid
gen_pyrtri Generate Triangular Based Pyramid
gen_quadratic Generate Quadratic
gen_rotation Generate Rotations
gen_scurve Generate S-curve Data
gen_scurvehole Generate S-curve Data with a Hole
gen_sphericalspiral Generate Spherical Spiral
gen_swissroll Generate Swiss Roll Data
gen_trefoil3d Generate 3-D Trefoil Knot Coordinates (Stereographic Projection)
gen_trefoil4d Generate 4-D Trefoil Knot Coordinates
gen_unifcube Generate Cube with uniform points
gen_unifsphere Generate Uniform Sphere
gen_wavydims1 Generate Random Noise Dimensions With Wavy Pattern
gen_wavydims2 Generate Random Noise Dimensions With Wavy Pattern
gen_wavydims3 Generate Random Noise Dimensions With Wavy Pattern
make_chain_circles Generate a Chain of Interlocked Circles in High-Dimensional Space
make_chain_curvycycle Generate a Chain of Interlocked curvycycle in High-Dimensional Space
make_curvygau Generate Curvy Quadratic and Gaussian Clusters
make_gaucircles Generate Concentric Circles with a Gaussian Cluster in High Dimensions
make_gaucurvycycle Generate Concentric Curvycycles with a Gaussian Cluster in High Dimensions
make_klink_circles Generate Multiple Interlocked Circles in High-Dimensional Space
make_klink_curvycycle Generate Multiple Interlocked curvycycle in High-Dimensional Space
make_mobiusgau Generate Gaussian cluster with the Mobius Cluster
make_multigau Generate Multiple Gaussian Clusters
make_onegrid Generate a Single Grid Cluster in High Dimensions
make_shape_para Generate Parallel Multi-Shape Clusters
make_three_clust_01 Generate a Three-Cluster Dataset in High Dimensions
make_three_clust_02 Generate a Three-Cluster Dataset in High Dimensions
make_three_clust_03 Generate a Three-Cluster Dataset in High Dimensions
make_three_clust_04 Generate a Three-Cluster Dataset in High Dimensions
make_three_clust_05 Generate a Three-Cluster Dataset in High Dimensions
make_three_clust_06 Generate a Three-Cluster Dataset in High Dimensions
make_three_clust_07 Generate a Three-Cluster Dataset in High Dimensions
make_three_clust_08 Generate a Three-Cluster Dataset in High Dimensions
make_three_clust_09 Generate a Three-Cluster Dataset in High Dimensions
make_three_clust_10 Generate a Three-Cluster Dataset in High Dimensions
make_three_clust_11 Generate a Three-Cluster Dataset in High Dimensions
make_three_clust_12 Generate a Three-Cluster Dataset in High Dimensions
make_three_clust_13 Generate a Three-Cluster Dataset in High Dimensions
make_three_clust_14 Generate a Three-Cluster Dataset in High Dimensions
make_three_clust_15 Generate a Three-Cluster Dataset in High Dimensions
make_three_clust_16 Generate a Three-Cluster Dataset in High Dimensions
make_three_clust_17 Generate a Three-Cluster Dataset in High Dimensions
make_three_clust_18 Generate a Three-Cluster Dataset in High Dimensions
make_three_clust_19 Generate a Three-Cluster Dataset in High Dimensions
make_three_clust_20 Generate a Three-Cluster Dataset in High Dimensions
make_twogrid_overlap Generate Two Overlapping Grid Clusters in High Dimensions
make_twogrid_shift Generate Two Shifted Grid Clusters in High Dimensions
mobiusgau Mobius clust dataset with a noise dimension
mobiusgau_tsne1 tSNE embedding for mobiusgau dataset which with noise dimensions tSNE parameters set to perplexity: 15.
mobiusgau_tsne2 tSNE embedding for mobiusgau dataset which with noise dimensions tSNE parameters set to perplexity: 30.
mobiusgau_tsne3 tSNE embedding for mobiusgau dataset which with noise dimensions tSNE parameters set to perplexity: 5.
mobiusgau_umap1 UMAP embedding for mobiusgau dataset which with noise dimensions UMAP parameters set to n-neigbors: 15 and min-dist: 0.1.
mobiusgau_umap2 UMAP embedding for mobiusgau dataset which with noise dimensions UMAP parameters set to n-neigbors: 30 and min-dist: 0.08.
mobiusgau_umap3 UMAP embedding for mobiusgau dataset which with noise dimensions UMAP parameters set to n-neigbors: 5 and min-dist: 0.9.
normalize_data Generate Normalized data
randomize_rows Randomize Rows of a Data Frame
relocate_clusters Relocate Clusters in High-Dimensional Space