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Create plot routine for extractor feets.extractors.ext_std.Std #48

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leliel12 opened this issue Jan 21, 2020 · 0 comments
Open

Create plot routine for extractor feets.extractors.ext_std.Std #48

leliel12 opened this issue Jan 21, 2020 · 0 comments
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@leliel12
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Create plot routine for extractor Std.

Path: feets.extractors.ext_std.py

Features

  • Std

Extractor Documentation

Std - Standard deviation of the magnitudes

The standard deviation σ of the sample is defined as:

$$\sigma=\frac{1}{N-1}\sum_{i} (y_{i}-\hat{y})^2$$

For example, a white noise time serie should have σ = 1

>>> fs = feets.FeatureSpace(only=['Std'])
>>> features, values = fs.extract(**lc_normal)
>>> dict(zip(features, values))
{'Std': 0.99320419310116881}

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