scientimate.smoothsignal¶
xSmoothed = scientimate.smoothsignal(x, WindowSize=33, method='moveavg', dispout='no')
Description¶
Smooth input data using a window function
Inputs¶
- x
- Input data
- WindowSize=33
- Window size (number of adjacent elements)that is used for smoothing, should be equal or larger than 3
- method=’moveavg’
- Smoothing method‘moveavg’: moving average‘lowpass’: Low-Pass filter‘savgol’: Savitzky-Golay filter‘butter’: Butterworth filter
- dispout=’no’
- Define to display outputs or not (‘yes’: display, ‘no’: not display)
Outputs¶
- xSmoothed
- Smoothed data
Examples¶
import scientimate as sm
import numpy as np
from numpy import random
rng = np.random.default_rng()
x=np.sin(np.linspace(0,6*np.pi,200))+rng.random(200)
xSmoothed=sm.smoothsignal(x,33,'moveavg','yes')