Feature/contribution plot improvment #553

guillaume-vignal · 2024-05-14T15:05:20Z

Description

In this feature we add :

jittering points on violin plot
smart selection to keep diversity and represent all the classes for discrete variables
a representation of the volume either by a curve if the values are considered continuous or by bars if they are considered discrete.

…into feature/contribution_plot_improvment

… contribution value

guillaume-vignal added 13 commits April 29, 2024 09:49

smart subset ; distribution visualization

45d0820

contribution plot disribution color parameter

eb93363

Merge branch 'master' of https://github.com/guillaume-vignal/shapash …

515be5a

…into feature/contribution_plot_improvment

Update of contribution test

cd237c2

Merge branch 'master' of https://github.com/guillaume-vignal/shapash …

991cc3b

…into feature/contribution_plot_improvment

Merge branch 'master' of https://github.com/guillaume-vignal/shapash …

5454569

…into feature/contribution_plot_improvment

Merge branch 'master' of https://github.com/guillaume-vignal/shapash …

56ec766

…into feature/contribution_plot_improvment

fix: distribution bar printing in report

eeb047a

add for contribution plot explaination about the distributions

ca6a80a

fix: jittering points when shapeley values are the same for each violin

271cf60

fix bug violin plot when all the points have the same contribution value

1a7c516

fix test for the bugfix violin plot when all the points have the same…

b092275

… contribution value

Update of jupyter notebooks with the new visualisation of notebooks

184f628

guillaume-vignal requested review from MLecardonnel, guerinclement and ThomasBouche May 16, 2024 15:04