Principal component analysis in Python

Question

I\'d like to use principal component analysis (PCA) for dimensionality reduction. Does numpy or scipy already have it, or do I have to roll my own using numpy.linalg.eigh?<

Answer 1

matplotlib.mlab has a PCA implementation.