This GitHub aims to improve the computational performance of the MinMaxLTTB.
To clarify, MinMaxLTTB currently utilizes the x data in the minmax prefetching step. This causes to create equidistant bins, which is computationally expensive.
Since this MinMax prefecthing tends to use an n_out factor greater than 20, it may be advantageous to consider the MinMax prefetching method for only the y-values (and thus not the x-values) while omitting the equidistant binning.
This GitHub aims to improve the computational performance of the
MinMaxLTTB.To clarify, MinMaxLTTB currently utilizes the
xdata in the minmax prefetching step. This causes to create equidistant bins, which is computationally expensive.Since this MinMax prefecthing tends to use an n_out factor greater than 20, it may be advantageous to consider the MinMax prefetching method for only the y-values (and thus not the x-values) while omitting the equidistant binning.