Figure

class qaa.libs.figure.Figure(*, azim=120, elevation=30)

Bases: object

Create a plot of 2D and 3D plots.

Attributes Summary

figure

Return a holoviews Layout.

Methods Summary

draw(data, *[, centers])	Draw the first three components in subplots.
save(filename, *[, dpi, title])	Save the image to disk.

Attributes Documentation

figure

Return a holoviews Layout.

Returns

A multicolumn 2D and 3D scatter plots

Return type

hv.Layout

Methods Documentation

draw(data, *, centers=Empty DataFrame Columns: [] Index: [])

Draw the first three components in subplots.

Parameters

• data (pd.DataFrame) – Matrix with shape (n_samples, n_components)

• centers (pd.DataFrame, optional) – Vector of cluster centers (n_components, )

Return type

None

Notes

Four subplots are created. * component 1 vs. component 2 * component 1 vs. component 3 * component 2 vs. component 3 * 3D plot

save(filename, *, dpi=600, title=None)

Save the image to disk.

Parameters

• filename (PathLike) – Image file

• dpi (int) – Image resolution

• title (str) – Figure title

Return type

None