tabensemb.trainer.Trainer.plot_pairplot#
method
- Trainer.plot_pairplot(imputed: bool = False, features: List[str] | None = None, include_label=True, pairplot_kwargs: Dict | None = None, select_by_value_kwargs: Dict | None = None, savefig_kwargs: Dict | None = None, save_show_close: bool = True) None | PairGrid[source]#
Plot
seaborn.pairplotamong features and label. Kernel Density Estimation plots are on the diagonal.- Parameters:
- imputed
Whether the imputed dataset should be considered.
- features
A subset of continuous features to plot pairplots for.
- include_label
If True, the target is also considered.
- pairplot_kwargs
Arguments for
seaborn.pairplot.- select_by_value_kwargs
Arguments for
tabensemb.data.datamodule.DataModule.select_by_value().- savefig_kwargs
Arguments for
plt.savefig- save_show_close
Whether to save, show (in the notebook), and close the figure, or return the
seaborn.axisgrid.PairGridinstance.