import pynapple as nap
import numpy as np
times = np.arange(0, 10, 0.01)
signal = np.sin(2 * np.pi * times)
signal += 0.2 * np.random.randn(len(times))
tsd = nap.Tsd(t=times, d=signal)
smoothed = tsd.smooth(std=0.1)
smoothedTime (s)
----------------- ---------
0.0 0.225263
0.01 0.251728
0.02 0.279672
0.03 0.308966
0.04 0.339457
0.05 0.370967
0.06 0.4033
...
9.93 -0.402031
9.94 -0.369129
9.950000000000001 -0.337196
9.96 -0.306439
9.97 -0.277036
9.98 -0.24913
9.99 -0.222836
dtype: float64, shape: (1000,)