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Update examples? about manifoldlearning.jl HOT 1 CLOSED

wildart avatar wildart commented on May 18, 2024
Update examples?

from manifoldlearning.jl.

Comments (1)

wildart avatar wildart commented on May 18, 2024

I fixed diffusion map, now it should work properly. Here is an example:

using ManifoldLearning, Plots, LinearAlgebra, StatsBase
X, _ = ManifoldLearning.spirals(1000, 0.02);
c = standardize(UnitRangeTransform, mapslices(norm, X, dims=1) |> vec, dims=1)
scatter3d(X[1,:], X[2,:], X[3,:], zcolor=c, legend=:none, ms=3., camera=(15.,15.))

spirals3D

R = transform(fit(DiffMap, X, α=0.5, t=5, ε=0.002))
scatter(R[1,:], R[2,:], zcolor=c, legend=:none, ms=3.)

spirals2D

from manifoldlearning.jl.

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