mutis.lib.utils.interp_smooth_curve()

Complexity

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2

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Total Lines	17
Code Lines	9

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Importance

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0

# Licensed under a 3-clause BSD style license - see LICENSE
def interp_smooth_curve(x, y, s, N=None):

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    """Return an interpolated and smoothed curve of len N. A gaussian kernel of std = s (in units of x) is used for smoothing.

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    If N is None, an array of the same length is returned (but interpolated so it is equispaced).
    """
    

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    s = s/np.ptp(x)*len(x)
    

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    if N is None:
        N = len(x)
        

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    spl = sp.interpolate.splrep(x, y)
    xs = np.linspace(min(x), max(x), N)

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    ys = sp.interpolate.splev(xs, spl)

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    ys = sp.ndimage.gaussian_filter1d(ys, s)

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    return xs, ys

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