dataXd: array :
The volumetric (or not) data to plot where first dimension
should only have 2 items
mask: array, optional :
Additional mask to specify which values do not consider to plot.
By default values with 0s in both dimensions are not plotted.
masked_opacity: float, optional :
By default masked out values are not plotted at all. Value in
(0,1] will make them visible with this specified opacity
labels: list of str, optional :
Labels to place for x and y axes
colors: bool or string or colormap, optional :
Either to use colors to associate with physical location and
what colormap to use (jet by default if colors=True)
dimcolor: int :
If colors, then which dimension (within given 3D volume) to
“track”
limits: ‘auto’, ‘same’, ‘per-axis’ or (min, max) :
Limits for axes: when ‘auto’ if data ranges overlap is more than
50% of the union range, ‘same’ is considered. When ‘same’ –
the same limits on both axes as determined by data. If
two-element tuple or list is provided, then that range is
applied to both axes.
hint_opacity: float, optional :
If colors is True, to then a “slice” of the volumetric data
is plotted in the specified opacity to hint about the location
of points in the original Xd data in dimcolor dimension
x_jitter: float, optional :
Half-width of uniform noise added to x values. Might be useful if data
is quantized so it is valuable to jitter points a bit.
y_jitter: float, optional :
Half-width of uniform noise added to y values. Might be useful if data
is quantized so it is valuable to jitter points a bit
fig : Figure, optional
Figure to plot on, otherwise new one created
ax_*: axes, optional :
Axes for the scatter plot and histograms. If none of them is specified
(which is the default) then ‘classical’ plot is rendered with histograms
above and to the right
bp_location: (‘scatter’, ‘hist’, None), optional :
Where to place boxplots depicting data range
xlim: tuple, optional :
ylim: tuple, optional :
rasterized: bool, optional :
Passed to scatter call, to allow rasterization of heavy scatter plots
uniq: bool, optional :
Plot uniq values (those present in one but not in the other) along
each axis with crosses
include_stats: bool, optional :
Whether to report additional statistics on the data. Stats are also
reported via verbose at level 2
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