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They are 2 different things. Tsdownsample retains the visual aspect of the data. https://arxiv.org/pdf/2206.08703
Low-pass filter + decimation smoothes out any local peak. It removes any feature with frequency content higher than the filter stop frequency.
Is there a benchmark comparing the algorithms with "classic" low-pass filter + decimation from control systems?
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