periodic_kernel

causalpy.data.simulate_data.periodic_kernel(x1, x2, period=1, length_scale=1, amplitude=1)

Generate a periodic kernel for gaussian process

Parameters:

• x1 (ndarray)

• x2 (ndarray)

• period (float)

• length_scale (float)

• amplitude (float)

Return type:

ndarray