LinearFitBasis

Provides a container to build bases of functions for fitting. Asks for a generator for each dimension, which is just a function that takes an integer and returns a basis function at that order. Product functions are taken up to some max order

Properties and Methods

__init__(self, *generators, order=3): 

• generators: Iterable[function]

  the generating functions for the bases in each dimenion

• order: int

  the maximum order for the basis functions (currently turning off coupling isn’t possible, but that could come)

@property
functions(self): 

@property
names(self): 

@property
order(self): 

construct_basis(self): 

<lambda>(x, k): 

<lambda>(x, n): 

Examples

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