2. Transformers availables in convst

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

2.1. Random Dilated Shapelet Transform (RDST)

The Random Dilated Shapelet Transform (RDST) algorithm, implemented by 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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2.2. References

[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).