Skip to content

Add the option to hide rectangle showing empty bins on 2D plots #15

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
EtienneRobert wants to merge 1 commit into
base: dev
Choose a base branch
from
Open

Add the option to hide rectangle showing empty bins on 2D plots #15

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
5 changes: 4 additions & 1 deletion src/alepython/ale.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -646,6 +646,7 @@ def ale_plot(
monte_carlo_rep=50,
monte_carlo_ratio=0.1,
rugplot_lim=1000,
mark_empty=True
):
"""Plots ALE function of specified features based on training set.

Expand Down Expand Up @@ -677,6 +678,8 @@ def ale_plot(
rugplot_lim : int, optional
If `train_set` has more rows than `rugplot_lim`, no rug plot will be plotted.
Set to None to always plot rug plots. Set to 0 to always plot rug plots.
mark_empty : bool, optional
If True, plot rectangles over bins that did not contain any samples.

Raises
------
Expand Down Expand Up @@ -764,7 +767,7 @@ def ale_plot(
features,
bins,
)
_second_order_quant_plot(fig, ax, quantiles_list, ale)
_second_order_quant_plot(fig, ax, quantiles_list, ale, mark_empty=mark_empty)
_ax_labels(
ax,
"Feature '{}'".format(features[0]),
Expand Down