tslearn.utils¶
The tslearn.utils
module includes various utilities.
Generic functions
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Transforms a time series so that it fits the format used in |
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Transforms a time series dataset so that it fits the format used in |
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Transforms a time series dataset so that it fits the format used in |
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Returns actual time series size. |
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Returns a time series made of zero values. |
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Loads a time series dataset from disk. |
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Writes a time series dataset to disk. |
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Check if all time series in the dataset have the same size. |
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Reshapes X to a 3-dimensional array of X.shape[0] univariate timeseries of length X.shape[1] if X is 2-dimensional and extend is True. |
Conversion functions
The following functions are provided for the sake of interoperability between standard Python packages for time series. They allow conversion between tslearn format and other libraries’ formats.
Transform a tslearn-compatible dataset into a pyts dataset. |
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Transform a pyts-compatible dataset into a tslearn dataset. |
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Transform a tslearn-compatible dataset into a sktime dataset. |
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Transform a sktime-compatible dataset into a tslearn dataset. |
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Transform a tslearn-compatible dataset into a cesium dataset. |
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Transform a cesium-compatible dataset into a tslearn dataset. |
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Transform a tslearn-compatible dataset into a seglearn dataset. |
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Transform a seglearn-compatible dataset into a tslearn dataset. |
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Transform a tslearn-compatible dataset into a tsfresh dataset. |
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Transform a tsfresh-compatible dataset into a tslearn dataset. |
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Transform a tslearn-compatible dataset into a stumpy dataset. |
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Transform a stumpy-compatible dataset into a tslearn dataset. |
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Transform a tslearn-compatible dataset into a pyflux dataset. |
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Transform a pyflux-compatible dataset into a tslearn dataset. |