tslearn.preprocessing
.TimeSeriesResampler¶
- class tslearn.preprocessing.TimeSeriesResampler(sz)[source]¶
Resampler for time series. Resample time series so that they reach the target size.
- Parameters
- szint
Size of the output time series.
Examples
>>> TimeSeriesResampler(sz=5).fit_transform([[0, 3, 6]]) array([[[0. ], [1.5], [3. ], [4.5], [6. ]]])
Methods
fit
(X[, y])A dummy method such that it complies to the sklearn requirements.
fit_transform
(X[, y])Fit to data, then transform it.
transform
(X[, y])Fit to data, then transform it.
- fit(X, y=None, **kwargs)[source]¶
A dummy method such that it complies to the sklearn requirements. Since this method is completely stateless, it just returns itself.
- Parameters
- X
Ignored
- Returns
- self
Examples using tslearn.preprocessing.TimeSeriesResampler
¶
k-means