mayer79 / flashlight

Machine learning explanations

https://mayer79.github.io/flashlight/

mayer79/flashlight Issues

light_profile by clause not working
Closed 4 months ago2
Roadmap to Version 1.0
Updated a year ago
Add tidymodels vignette
Closed a year ago
conditional subgroup feature importance
Closed 2 years ago2
binary classification error all(predicted == 0 | predicted == 1) is not TRUE
Closed 3 years ago4
[question] any way of using flashlight with tidymodels
Closed 3 years ago2
Add Murphy Diagram
Closed 3 years ago1
trim_sd argument?
Updated 3 years ago
Ideas for new release
Closed 3 years ago
pairwise interaction in light_interaction by groups.
Closed 3 years ago2
Ranger Classification
Closed 3 years ago1
Werid behaviour of ale and pdp plots
Closed 4 years ago2
Not compatible with mlr pakage
Closed 4 years ago1
ALE yields error with pd_indice option
Closed 4 years ago1
SHAP values for individual vs aggregate profiles
Closed 4 years ago3
H2O Models support
Closed 4 years ago4
Check if R 3.4 would suffice as requirement
Closed 4 years ago1
tidyr >=1.0.0 required
Closed 4 years ago1
use better defaults for light_interaction
Closed 4 years ago1
Improve calibration of ALE curves
Closed 4 years ago
Add partial dependence (aggregate) curve to light_ice?
Closed 4 years ago1
add shap analyses
Closed 5 years ago1
add approximate shap
Closed 5 years ago1
Add pairwise interaction strength
Closed 5 years ago1
auto_cut should use type 1 quantiles
Closed 5 years ago1
Allow ICE plots to be mean centered
Closed 5 years ago1
Add first step towards interaction strength
Closed 5 years ago1
Add "n_perm = 1" argument to light_importance
Closed 5 years ago1
Add ALE plot to light_profile
Closed 5 years ago2
Add reference to M-Plots
Closed 5 years ago1
Allow ICE plot to be centered
Closed 5 years ago1