One-dimensional Basis

# Author: Steven Golovkine <steven_golovkine@icloud.com>
# License: MIT

# Load packages
import numpy as np

from FDApy.representation import Basis
from FDApy.representation import DenseArgvals
from FDApy.visualization import plot

# Parameters
n_functions = 5
argvals = DenseArgvals({"input_dim_0": np.linspace(0, 1, 101)})

Fourier

basis = Basis(name="fourier", n_functions=n_functions, argvals=argvals)

_ = plot(basis)

B-splines

basis = Basis(name="bsplines", n_functions=n_functions, argvals=argvals)

_ = plot(basis)

Wiener

basis = Basis(name="wiener", n_functions=n_functions, argvals=argvals)

_ = plot(basis)