This is a times series anomaly detection algorithm, implemented in Python, for catching multiple anomalies. It uses a moving average with an extreme student deviate (ESD) test to detect anomalous points.
when I calculate the standard deviation, according to the code,
std_resid = np.std(df.residual)
what I get is a single number, which means the standard deviation is not calculate in a moving way. why is that?
Line 271 has a reference to the sunspots data and needs correcting to allow any user inputted data to pass.
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
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An Open Source Machine Learning Framework for Everyone
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Bring data to life with SVG, Canvas and HTML. 📊📈🎉
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Some thing interesting about web. New door for the world.
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Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
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