giuseppec/iml

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iml: interpretable machine learning R package

Stars: 503
Forks: 87
Open beginner issues: 0
Indexed issues: 64

Dominant language: R
License: No license data
Last GitHub push: Feb 24, 2025
Latest indexed: Sep 16, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: good first issue help wanted
PR merge metrics: No merged PRs in 30d

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64 open issues indexed

LocalModel: dist.fun seems inflexible Open

enhancement

giuseppec/iml#27 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Allow setting of 'effect' vs 'weights' in LocalModel plotting method Open

enhancement

giuseppec/iml#31 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Add r.squared measure in LocalModel Open

enhancement

giuseppec/iml#32 · 0 comments · 1 reaction · 0 assignees · Indexed Sep 16, 2026
Combine TreeSurrogate and LocalModel into SurrogateModel Open

enhancement

giuseppec/iml#35 · 0 comments · 1 reaction · 0 assignees · Indexed Sep 16, 2026
Add option to LocalModel to not binarize features Open

enhancement

giuseppec/iml#36 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Add option to LocalModel and TreeSurrogate to binarize numerical features Open

enhancement

giuseppec/iml#37 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Adapt tidyverse style guide Open

enhancement

giuseppec/iml#49 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Set y-axis label to "" for plots of FeatureImp, Shapley and LocalModel Open

good first issue help wanted

giuseppec/iml#70 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Write a vignette for using iml with keras models Open

good first issue help wanted

giuseppec/iml#72 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Reduce geom_col width in FeatureEffect$plot Open

enhancement

giuseppec/iml#73 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Problems with single-predictor models Open

bug

giuseppec/iml#81 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Wish: 2D PD plot with geom_rect, like ALE plot Open

enhancement

giuseppec/iml#96 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Bug in handing over `type` to `predict.fun`? Open

bug

giuseppec/iml#97 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Wish: `FeatureEffect` to gain an option for showing NA for empty cells Open

enhancement

giuseppec/iml#98 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
FeatureImp fails when using mlr PreprocWrapper using parallel processing Open

bug

giuseppec/iml#99 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Remove custom print from all InterpretationMethod classes Open

enhancement

giuseppec/iml#100 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
ALE plots: How does argument `grid.size` effect the results? Open

giuseppec/iml#107 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Inspect runtime for parallel execution of `FeatureEffects` Open

giuseppec/iml#120 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Document phi.var in Shapley return Open

giuseppec/iml#127 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Keras CNN models Open

enhancement

giuseppec/iml#130 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Accumulated local effects, second order removal of first order effects Open

giuseppec/iml#132 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Bug for FeatureEffects with method = "pdp" and categorical features Open

bug

giuseppec/iml#133 · 4 comments · 1 reaction · 0 assignees · Indexed Sep 16, 2026
FeatureImp + mlr3 Learner that predicts probabilities does not work Open

bug

giuseppec/iml#134 · 9 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Make use of the {vip} package? Open

question

giuseppec/iml#136 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Predictor subclass for mlr3 Open

giuseppec/iml#141 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Error message from TreeSurrogate$new Open

giuseppec/iml#143 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
pdp plot treats categorical/binary feature as continuous. How to generate boxplot instead? Open

giuseppec/iml#144 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Rename 'phi' to 'shapley-value' in shapley value output Open

giuseppec/iml#148 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Using iml package with linear mixed effect models from lme4 package Open

giuseppec/iml#149 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
FeatureImp when add junk variable Open

giuseppec/iml#151 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
fix xlim for pdp/ice plots when using grid.points Open

giuseppec/iml#161 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Error: ' "what" must be a function or character string ' with XGBoost Open

giuseppec/iml#164 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Problems with caret sbf objects Open

giuseppec/iml#165 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Metrics::f1 Open

giuseppec/iml#166 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Lime is not working Open

giuseppec/iml#167 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
FeatureImp: mean versus median Open

giuseppec/iml#170 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Limit number of features in Shapley Open

giuseppec/iml#171 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Support survival analysis tasks Open

giuseppec/iml#172 · 3 comments · 1 reaction · 0 assignees · Indexed Sep 16, 2026
Object storage sizes Open

giuseppec/iml#173 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Improve print of Predictor object Open

giuseppec/iml#179 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Add syntactic sugar Open

giuseppec/iml#180 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
plotting FeatureEffect object Open

giuseppec/iml#181 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Feature - request inclusion of raw results as well as aggregated summaries in returned object Open

giuseppec/iml#184 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Feature - Display distance from actual predicted observation on ICE plots Open

giuseppec/iml#186 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Another Metrics Open

giuseppec/iml#193 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
FeatureImp: Problem with binary output Open

giuseppec/iml#194 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Error in `[.data.frame`(prediction, , self$class, drop = FALSE) : undefined columns selected Open

giuseppec/iml#195 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Interactive Tutorial: Binder fails to launch Open

giuseppec/iml#198 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Question: Why zeroth and first intervals are grouped together in calculate.ale.num? Open

giuseppec/iml#199 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
FeatureImp returns same importance value for every variable with mlr3 BART model Open

giuseppec/iml#202 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026

giuseppec/iml

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