import numpy as np
import holoviews as hv
from holoviews import opts

hv.extension('matplotlib')

surface = hv.Surface(np.sin(np.linspace(0,100*np.pi*2,10000)).reshape(100,100))

surface.opts(opts.Surface(azimuth=30, elevation=30, rstride=20, cstride=2, cmap='plasma'))

xs = np.arange(-4, 4, 0.25)
ys = np.arange(-4, 4, 0.25)
X, Y = np.meshgrid(xs, ys)
R = np.sqrt(X**2 + Y**2)
Z = np.sin(R)

surface = hv.Surface((xs, ys, Z), label='Surface')
wireframe = surface.relabel('Wireframe').opts(plot_type='wireframe')
contour = surface.relabel('Contour').opts(plot_type='contour')

(surface + wireframe + contour).opts(
    opts.Layout(fig_size=150, hspace=0.1),
    opts.Surface(azimuth=60, cmap='fire'))