ENH: add randomized_svd option to FactorAnalysis
FIX: misc
misc
COMSITS+DOC
ENH: use `algorithm` keyword + expose failing test
FIX : fix randomized SVD in FA
FIX: make SVD working again + add tests + update whats new
COSMITS
ENH/FIX: misc + address discussion
COSMITS
ENH: add strong comparisons
COSMITS: address discussion
COSMITS2
ENH: add check on init + appropriate test; COSMITS
ENH: address discussion + actuall make randomized default
ENH: exposed n_iter; add missing fast_dot
ENH: improve wording + recommendation
COSMITS3
ENH: add warning instead of print

ENH: add convergence warnign + test

COSMITS4
ENH: deprecate `verbose` parameter

CLEANUP