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Add more dim-reduction methods for plot(ce) #11

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@pat-alt

Currenlty, only MultivariateStats.PCA is working properly. Basic code for ManifoldLearning.TSNE and hence also other methods shipped with that package is also there, but predict(tfn<:TSNE) does not accept a second positional argument, i.e. new data (whereas PCA does).

Perhaps of interest @RaunoArike @kmariuszk @VincentPikand

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