.. _transformers:

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Transformers availables in convst
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.. currentmodule:: convst.transformers

The following sections will describe the main transformers that are available in the :mod:`convst.transformers` module.

Random Dilated Shapelet Transform (RDST)
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The Random Dilated Shapelet Transform (RDST) algorithm, implemented by :class:`RDST` is 
an adaptation of time series shapelets which introduces in shapelets the notion of dilation usually used in convolutional kernels.

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References
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.. [1] Antoine Guillaume et al, “Random Dilated Shapelet Transform: A new approach of time series shapelets” (2022), Proceeding of the 3rd International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI).