lanl / pybass Goto Github PK
View Code? Open in Web Editor NEWBayesian Adaptive Spline Surfaces for flexible and automatic regression
License: BSD 3-Clause "New" or "Revised" License
pybass's Issues
Clearer SVD
The line in:
Line 754 in 968077b
can be written more clearly as:
U, s, V = np.linalg.svd(y_scale.T)Subsequent lines that use decomp can then be replaced with:
if npc == None:
cs = np.cumsum(s ** 2) / np.sum(s ** 2) * 100.
npc = np.where(cs > percVar)[0][0] + 1
if ncores > npc:
ncores = npc
basis = np.dot(U[:, :npc], np.diag(s[:npc]))
newy = V[:npc, :]Note: I haven't checked of U, s, and V we're used elsewhere.
Dimensions documentation
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