bin_output

bin_output(outputs, output_times, dt, wdw_start, wdw_end, downsample_factor=1)

Function that puts outputs into bins

Parameters:

• outputs (matrix of size "number of times the output was recorded" x “number)

• output" (of features in the) – each entry in the matrix is the value of the output feature

• output_times (a vector of size "number of times the output was recorded") – each entry has the time the output was recorded

• dt (number (any format)) – size of time bins

• wdw_start (number (any format)) – the start time for binning the outputs

• wdw_end (number (any format)) – the end time for binning the outputs

• downsample_factor (integer, optional, default 1) – how much to downsample the outputs prior to binning larger values will increase speed, but decrease precision

Returns:

• outputs_binned (matrix of size "number of time bins" x “number of features)

• in the output" – the average value of each output feature in every time bin