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Function reference

Bottleneck provides the following functions:

reduce

nansum <bottleneck.nansum>, nanmean <bottleneck.nanmean>, nanstd <bottleneck.nanstd>, nanvar <bottleneck.nanvar>, nanmin <bottleneck.nanmin>, nanmax <bottleneck.nanmax>, median <bottleneck.median>, nanmedian <bottleneck.nanmedian>, ss <bottleneck.ss>, nanargmin <bottleneck.nanargmin>, nanargmax <bottleneck.nanargmax>, anynan <bottleneck.anynan>, allnan <bottleneck.allnan>

non-reduce

replace <bottleneck.replace>

non-reduce with axis

rankdata <bottleneck.rankdata>, nanrankdata <bottleneck.nanrankdata>, partition <bottleneck.partition>, argpartition <bottleneck.argpartition>, push <bottleneck.push>

moving window

move_sum <bottleneck.move_sum>, move_mean <bottleneck.move_mean>, move_std <bottleneck.move_std>, move_var <bottleneck.move_var>, move_min <bottleneck.move_min>, move_max <bottleneck.move_max>, move_argmin <bottleneck.move_argmin>, move_argmax <bottleneck.move_argmax>, move_median <bottleneck.move_median>, move_rank <bottleneck.move_rank>

Reduce

Functions that reduce the input array along the specified axis.

bottleneck.nansum

bottleneck.nanmean

bottleneck.nanstd

bottleneck.nanvar

bottleneck.nanmin

bottleneck.nanmax

bottleneck.median

bottleneck.nanmedian

bottleneck.ss

bottleneck.nanargmin

bottleneck.nanargmax

bottleneck.anynan

bottleneck.allnan

Non-reduce

Functions that do not reduce the input array and do not take axis as input.

bottleneck.replace

Non-reduce with axis

Functions that do not reduce the input array but operate along a specified axis.

bottleneck.rankdata

bottleneck.nanrankdata

bottleneck.partition

bottleneck.argpartition

bottleneck.push

Moving window functions

Functions that operate along a (1d) moving window.

bottleneck.move_sum

bottleneck.move_mean

bottleneck.move_std

bottleneck.move_var

bottleneck.move_min

bottleneck.move_max

bottleneck.move_argmin

bottleneck.move_argmax

bottleneck.move_median

bottleneck.move_rank