fit()

BasisMulti.fit(states)

Construct the joint basis by calling fit() on the basis for each variable.

Parameters:

states(n, k) ndarray

Matrix of k n-dimensional snapshots. The first full_variable_sizes[0] entries correspond to the first state variable, the next full_variable_sizes[1] entries correspond to the second state variable, and so on. If full_variable_sizes are not yet prescribed, assume that each state variable has the same dimension.

Returns:

self