Top "Smoothing" questions

Smoothing related to statistical programing solutions in which a signal is filtered to create an approximating function that attempts to capture important patterns in the data, while leaving out noise, or for visual clarity to see general trends.

How to smooth a curve in the right way?

Lets assume we have a dataset which might be given approximately by import numpy as np x = np.linspace(0,2*np.…

python numpy scipy signal-processing smoothing
Plot smooth line with PyPlot

I've got the following simple script that plots a graph: import matplotlib.pyplot as plt import numpy as np T = …

python matplotlib plot smoothing
Smooth GPS data

I'm working with GPS data, getting values every second and displaying current position on a map. The problem is that …

gps smoothing
How to smoothen a plot in MATLAB?

I have some 9000 points that are plotted on a graph: [Full resolution] Actually, the plot is not as smooth as …

matlab plot smoothing curvesmoothing
Python smoothing data

I have a dataset that I want smoothed. I have two variables y and x that are not evenly spaced. …

python smoothing
Reducing noise on Data

I have 2 lists with data points in them. x = ["bunch of data points"] y = ["bunch of data points"] I've generated …

python smoothing noise kalman-filter
NumPy version of "Exponential weighted moving average", equivalent to pandas.ewm().mean()

How do I get the exponential weighted moving average in NumPy just like the following in pandas? import pandas as …

python pandas numpy vectorization smoothing
Smoothing data from a sensor

I have a 3D sensor which measures v(x,y,z) data. I'm only using the x and y data. …

algorithm sensors smoothing
kalman 2d filter in python

My input is 2d (x,y) time series of a dot moving on a screen for a tracker software. It …

python numpy scipy smoothing kalman-filter
How to filter/smooth with SciPy/Numpy?

I am trying to filter/smooth signal obtained from a pressure transducer of sampling frequency 50 kHz. A sample signal is …

python numpy scipy filtering smoothing