I have a lnprior function which should change according to the parameters I want to fit while some are kept fixed. Let's say I have
p0 = [1,20]
p1 = [[0,2],[10,30]]
Basically I have:
a, b = p0
a_, b_ = p1
if (a_[0] < a < a_[1]) and (b_[0] < b < b_[1]):
However, p0
and p1
can have a changing dimension as for instance
p0 = [1,20, 300]
p1 = [[0,2],[10,30],[200, 400]]
In that case the IF condition should be:
a, b, c = p0
a_, b_, c_ = p1
if (a_[0] < a < a_[1]) and (b_[0] < b < b_[1]) and (c_[0] < c < c_[1])
Is there a way to automatically create the IF statement according to the size of p0
(in my real code p0
is a dictionary, which might be easier to manipulate)?
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