Add `FA` transform for factor analysis

[juliohm]

The Factor Analysis (FA) transform is a useful probabilistic variation of PCA that identifies latent factors in a data set. We could provide a transform that returns a new table with columns FC1, FC2, ... representing the factor loadings.