You may also find it useful to have a look at some methods and tools for outlier detection such as Hampel outlier detection/filter. An implementation in Julia can be found at [ANN] HampelOutliers.jl. Standard filtering/smoothing techniques may unnecessarily project the value of such outlier to the neighbouring samples.
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