sktime.transformations.series.matrix_profile¶
-
class
sktime.transformations.series.matrix_profile.
MatrixProfileTransformer
(window_length=3)[source]¶ Bases:
sktime.transformations.base._SeriesToSeriesTransformer
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transform
(X, y=None)[source]¶ Takes as input a single time series dataset and returns the matrix profile for that time series dataset.
- Parameters
X (pandas.Series) – Time series dataset(lets say of length=n)
- Returns
Xt – Matrix Profile of time series as output with length as (n-window_length+1)
- Return type
pandas.Series
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