tslearn.utils.to_sktime_dataset¶
- tslearn.utils.to_sktime_dataset(X)[source]¶
Transform a tslearn-compatible dataset into a sktime dataset.
- Parameters:
- X: array, shape = (n_ts, sz, d)
tslearn-formatted dataset to be cast to sktime format
- Returns:
- Pandas data-frame
sktime-formatted dataset (cf. link)
Notes
Conversion from/to sktime format requires pandas to be installed.
Examples
>>> tslearn_arr = numpy.random.randn(10, 16, 1) >>> sktime_arr = to_sktime_dataset(tslearn_arr) >>> sktime_arr.shape (10, 1) >>> sktime_arr["dim_0"][0].shape (16,) >>> tslearn_arr = numpy.random.randn(10, 16, 2) >>> sktime_arr = to_sktime_dataset(tslearn_arr) >>> sktime_arr.shape (10, 2) >>> sktime_arr["dim_1"][0].shape (16,)