`GLE_analysisEM`.GLE_BasisTransform¶

class GLE_analysisEM.GLE_BasisTransform(basis_type='linear', transformer=None, **kwargs)[source]¶

A transformer that give values of the basis along the trajectories.

Parameters

dim_xint, default=1

The number of visible dimensions.

basis_typestr, default= “linear”

Give the type of basis projection Must be one of:

"linear" : Linear basis.
"polynomial" : Polynomial basis.
"bins" : Bins basis.
"bsplines" : BSplines basis.
"free_energy" : Use histogram estimation of the free energy as unique basis function.
"free_energy_kde" : Use Kernel Density estimation of the free energy as unique basis function.
"custom": custom basis, you should pass a Transformer class