C++ Native Functions: com.teracloud.streams.timeseries.distance
- public float64 dtw(list<float64> ts1, list<float64> ts2)
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This function uses dynamic time warping (DTW) to measure the similarity between two time series.
- public float64 dtw_itakura(list<float64> ts1, list<float64> ts2, int32 bandSize, float64 centerOffsetPercentage)
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This function computes the Itakura Parallelogram DTW.
- public float64 dtw_sakoe_chiba(list<float64> ts1, list<float64> ts2, int32 bandSize)
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This function computes the Sakoe-Chiba Band based DTW.
- public float64 lcss(list<float64> ts1, list<float64> ts2, int32 delta, float64 epsilon)
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This function computer the longest common subsequence (LCSS) between two time series.
- public float64 lpNorm(list<float64> ts1, list<float64> ts2, float64 pValue)
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This function computes the Lp distance between two time series.