mlr-org/xplainfi

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Model-agnostic feature importance methods

Stars: 6
Forks: 1
Open beginner issues: 0
Indexed issues: 10
Avg merge: 2h 39m
Merged PRs (30d): 1

Dominant language: R
License: LGPL-3.0
Last GitHub push: Sep 20, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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10 open issues indexed

WVIM with `direction = "leave-in"`: Allow fixed group of features to use as reference Open

mlr-org/xplainfi#81 · 1 assignee · Opened Jun 29, 2026
Add CIs for kernel SAGE Open

inference

Difficulty 5/5 Over a week Newbie friendliness 25/100

mlr-org/xplainfi#71 · Opened Feb 16, 2026
Add kernel SAGE Open

Prio: High

Difficulty 5/5 Over a week Newbie friendliness 25/100

mlr-org/xplainfi#70 · 2 comments · Opened Feb 16, 2026
Add generic Wald CIs for observation-wise losses where appropriate Open

inference

Difficulty 5/5 Over a week Newbie friendliness 20/100

mlr-org/xplainfi#69 · Opened Feb 16, 2026
Add PIMP permutation importance approach Open

inference

Difficulty 5/5 Over a week Newbie friendliness 35/100

mlr-org/xplainfi#68 · Opened Feb 16, 2026
Add grouped feature support to SAGE Open

API

Difficulty 4/5 3-5 days Newbie friendliness 30/100

mlr-org/xplainfi#58 · Opened Oct 23, 2025
Flexible `.compute_base_score()` private method Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

mlr-org/xplainfi#54 · Opened Oct 16, 2025
Better workaround for `predict_newdata_fast()` Open

internals mlr3 performance

Difficulty 4/5 3-5 days Newbie friendliness 30/100

mlr-org/xplainfi#50 · Opened Oct 13, 2025
Add model class reliance Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mlr-org/xplainfi#34 · Opened Jul 3, 2025
Accept non-mlr3 fitted model Open

Prio: Low question

Difficulty 5/5 Over a week Newbie friendliness 25/100

mlr-org/xplainfi#9 · 1 comment · Opened Mar 3, 2025

mlr-org/xplainfi

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