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This repository has been archived by the owner on Apr 10, 2024. It is now read-only.
The bug is due to the index variables a1/a2 used to affect channel values to the channel parameter array. This operation is not safe for parallel processing, as a1 and a2 can be concurrently modified by each thread.
Modify indexing scheme for multivariate shapelet transformers to allow for parallel initialisation in a thread-safe manner
In some case, shapelet initialization for multivariate time series return mostly channel 0. The problem is removed by setting Numba parallel to False.
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