Gage study charts

daspi.plotlib.precast.GageStudyCharts(model, *, dist='norm', stretch_figsize=False)

Bases: JointChart

A class for visualizing the parameters of a GageStudy model.

PARAMETER	DESCRIPTION
model	The GageStudy model whose parameters will be visualized. TYPE: GageStudyModel
dist	The probability distribution use for creating feature data (the theoretical values). Default is 'norm'. TYPE: scipy stats rv_continuous DEFAULT: 'norm'
stretch_figsize	If True, the height and width of the figure are stretched based on the number rows and columns in the axes grid. If a float is provided, the figure size is stretched by the given factor. If a tuple of two floats is provided, the figure size is stretched by the given factors for the x and y axis, respectively. by default False. TYPE: bool | float | Tuple[float, float] DEFAULT: False

Examples:

Run the following command in a jupyter notebook to get the html output of gage or you can also use print(repr(gage)) instead:

import daspi as dsp
df = dsp.load_dataset('grnr_layer_thickness')
gage = dsp.GageStudyModel(
    source=df,
    target='result_gage',
    reference='reference',
    u_cal=df['U_cal'][0],
    tolerance=df['tolerance'][0],
    resolution=df['resolution'][0],
    bias_corrected=True,)
chart = dsp.GageStudyCharts(gage, stretch_figsize=1.5).plot().stripes().label()
gage

model = model instance-attribute

The GageStudy model whose parameters are visualized.

dist = dist instance-attribute

The probability distribution use for creating feature data (the theoretical values).

has_multiple_references = source[reference].nunique() > 1 instance-attribute

Whether the GageStudy model has multiple references.

label(info=False, **kwds)

Adds titles and labels to the charts generated by the plot() method.

PARAMETER	DESCRIPTION
info	If True, the method will add an informative subtitle to the chart. If a string is provided, it will be used as the subtitle, by default False. TYPE: bool | str DEFAULT: False
**kwds	Additional keyword arguments to be passed to the label() method of the JointChart instance. DEFAULT: {}

RETURNS	DESCRIPTION
Self	The ParameterRelevanceCharts instance, for method chaining.