# HG changeset patch # User James Bergstra # Date 1284587022 14400 # Node ID e198515bd4d4fee4324d87f78876e07fa7c4e5ec # Parent c9ec065ff73663ba28b67fff5968d01a5027a7ce added todo in pca diff -r c9ec065ff736 -r e198515bd4d4 pylearn/preprocessing/pca.py --- a/pylearn/preprocessing/pca.py Tue Sep 14 22:38:14 2010 -0400 +++ b/pylearn/preprocessing/pca.py Wed Sep 15 17:43:42 2010 -0400 @@ -9,6 +9,9 @@ #TODO: estimate number of principle components by cross-validation (early stopping) +#TODO: include the original feature means in the `pca` tuple object so that the full transform +# can be saved, applied to new datasets, and approximately inverted. + import numpy import scipy.linalg