Multivariate Basis of one-dimensional data

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

# Load packages
import numpy as np

from FDApy.representation import MultivariateBasis
from FDApy.representation import DenseArgvals
from FDApy.visualization import plot_multivariate


basis_name = ["fourier", "legendre"]
argvals = [
    DenseArgvals({"input_dim_0": np.linspace(0, 1, 11)}),
    DenseArgvals({"input_dim_0": np.linspace(0, 0.5, 11)}),
]
n_functions = [3, 3]

basis = MultivariateBasis(name=basis_name, n_functions=n_functions, argvals=argvals)

_ = plot_multivariate(basis)