plot_qq

---

method plot_qq(columns=0, distribution="norm", title=None, figsize=(10, 6), filename=None, display=True) [source]

Plot a quantile-quantile plot.

Parameters:

columns: int, str, slice or sequence, optional (default=0) Slice, names or indices of the columns to plot. Selected categorical columns are ignored. distribution: str, sequence or None, optional (default="norm") Name of the scipy.stats distribution to fit to the columns. title: str or None, optional (default=None) Plot's title. If None, the title is left empty. figsize: tuple, optional (default=(10, 6))) Figure's size, format as (x, y). filename: str or None, optional (default=None) Name of the file. Use "auto" for automatic naming. If None, the figure is not saved. display: bool or None, optional (default=True) Whether to render the plot. If None, it returns the matplotlib figure.

Returns:

fig: matplotlib.figure.Figure Plot object. Only returned if display=None.

Example

from atom import ATOMClassifier

atom = ATOMClassifier(X, y)
atom.plot_qq(columns=[0, 1], distribution="triang")