Releases · giuseppec/iml · GitHub

17 Sep 11:08

iml 0.11.1 Latest

Update documentation to conform to CRAN HTML5

Assets 2

30 May 19:43

Fix possible future issue with data.table::melt() (#182)
Account for R 4.2.0 changes (#189, @pat-s)
Add {bit64} to suggests because of {data.table} (#190)
Test optimizations (#190)
Enhance documentation for LocalModel (#187, @mirka-henninger)
Move {keras} from imports to suggests (@pat-s)
Run tests in parallel (@pat-s)
Fix off-by-one error in euclidean distance computation (#163, @mirka-henninger)
Fix FeatureEffect handling of empty levels (#160, @grantirv)
Allow computation of importance for groups of features (FeatureImp) (#158)
FeatureEffect can now be computed with user provided grid points. Works for ice, ale and pdp.
FeatureImp gets new argument features which allows to calculate feature importance for a subset of features. If a list of characters is provided, the joint feature importance per group is calculated (#156, @grantirv)

Contributors

grantirv, pat-s, and mirka-henninger

Assets 2

08 Oct 06:21

Ensure that the data argument in Predictor$new() is always a data.frame (#126)
Fix CRAN checks

Assets 2

26 Mar 12:15

Changes to FeatureEffect$results data.frame:
- All numeric values are stored in .value (no more .y.hat and .ale)
- Additional column .type denoting the Feature Effect type
- renamed column .feature to .borders. This column stores the grid borders which were used for computing the FE with respect to the used method
- For ALE type the column containing the feature name was moved to the front (as it is for the other types)
Adds support for h2o
Adds support for keras
Adds support for mlr3
Fixes problem with FeatureImp that caused unused features to get non-zero importances
FeatureEffects$plot() based on patchwork now
Use new roxygen R6 documentation
Use futures for parallel code execution
Test on GitHub Actions instead of Travis
Add a pkgdown site
Use "callr" backend in "parallel" vignette

Assets 2

02 Jan 12:15

ups version

Assets 2

27 Jun 09:23

JOSS submission

adds dois for JOSS paper

Assets 2

11 May 13:51

continues paper

Assets 2

27 Apr 15:56

ups version to 0.4.0

Assets 2

04 Mar 20:38

v0.2: Merge pull request #6 from christophM/cleanup

Rework API and prepare CRAN release

Assets 2