
Package index
-
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.
-
gen_expbranches()
- Generate data with exponential shaped branches
-
gen_orglinearbranches()
- Generate data with linear shaped branches in a initial point
-
gen_orgcurvybranches()
- Generate data with curvy shaped branches in a initial point
-
gen_linearbranches()
- Generate data with linear shaped branches
-
gen_curvybranches()
- Generate data with curvy shaped branches
-
gen_cone()
- Generate Blunted Cone
-
gen_gridcube()
- Generate Cube with grid points
-
gen_unifcube()
- Generate Cube with uniform points
-
gen_cubehole()
- Generate Cube with Hole
-
gen_gaussian()
- Generate Gaussian
-
gen_longlinear()
- Generate Long Linear Data
-
gen_mobius()
- Generate a 3-D Mobius in High Dimensions
-
gen_multicluster()
- Generate Multiple Clusters
-
make_mobiusgau()
- Generate Gaussian cluster with the Mobius Cluster
-
make_multigau()
- Generate Multiple Gaussian Clusters
-
make_curvygau()
- Generate Curvy Quadratic and Gaussian Clusters
-
make_klink_circles()
- Generate Multiple Interlocked Circles in High-Dimensional Space
-
make_chain_circles()
- Generate a Chain of Interlocked Circles in High-Dimensional Space
-
make_klink_curvycycle()
- Generate Multiple Interlocked curvycycle in High-Dimensional Space
-
make_chain_curvycycle()
- Generate a Chain of Interlocked curvycycle in High-Dimensional Space
-
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_onegrid()
- Generate a Single Grid Cluster 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
-
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
-
gen_quadratic()
- Generate Quadratic
-
gen_cubic()
- Generate Cubic
-
gen_pyrrect()
- Generate Rectangular Based Pyramid
-
gen_pyrtri()
- Generate Triangular Based Pyramid
-
gen_pyrstar()
- Generate Star Based Pyramid
-
gen_pyrholes()
- Generate p-D Triangular Pyramid With Triangular Pyramid shaped holes
-
gen_scurve()
- Generate S-curve Data
-
gen_scurvehole()
- Generate S-curve Data with a Hole
-
gen_circle()
- Generate Circle in p-d
-
gen_curvycycle()
- Generate Curvy Cell Cycle in p-d
-
gen_unifsphere()
- Generate Uniform Sphere
-
gen_gridedsphere()
- Generate Grided Sphere
-
gen_clusteredspheres()
- Generate Small Spheres Within a Big Sphere
-
gen_hemisphere()
- Generate Hemisphere
-
gen_swissroll()
- Generate Swiss Roll Data
-
gen_crescent()
- Generate Crescent
-
gen_curvycylinder()
- Generate Curvy Cylinder
-
gen_sphericalspiral()
- Generate Spherical Spiral
-
gen_helicalspiral()
- Generate Helical Hyper Spiral
-
gen_conicspiral()
- Generate Conical Spiral
-
gen_nonlinear()
- Generate Nonlinear Hyperbola
-
gen_trefoil3d()
- Generate 3-D Trefoil Knot Coordinates (Stereographic Projection)
-
gen_trefoil4d()
- Generate 4-D Trefoil Knot Coordinates
-
gen_noisedims()
- Generate Random Noise Dimensions
-
gen_bkgnoise()
- Generate Background Noise Data
-
randomize_rows()
- Randomize Rows of a Data Frame
-
relocate_clusters()
- Relocate Clusters in High-Dimensional Space
-
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_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
-
gen_rotation()
- Generate Rotations
-
normalize_data()
- Generate Normalized data
-
gen_clustloc()
- Generate Cluster Locations