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Pull requests: ModelOriented/survex

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Pull requests list

Add Silverman kernel width estimation to the surv_lime() function
#89 by mikolajsp was merged Nov 6, 2023 Loading…
SurvSHAP(t) calculation using {treeshap} and fixes for SurvLIME
#87 by krzyzinskim was merged Oct 24, 2023 Loading…
hot fixes for predict parts functions
#86 by krzyzinskim was merged Oct 22, 2023 Loading…
Feature: support SurvSHAP computation with {treeshap}
#85 by kapsner was merged Oct 2, 2023 Loading…
6
new functionalities
#84 by krzyzinskim was merged Aug 29, 2023 Loading…
1
development version
#82 by krzyzinskim was merged Aug 30, 2023 Loading…
3 tasks done
2
16
merge global survshap to dev branch
#81 by krzyzinskim was merged Aug 4, 2023 Loading…
add test for rms::cph model
#80 by krzyzinskim was merged Aug 3, 2023 Loading…
Merge 2D profiles implementation into the PDP development branch
#79 by krzyzinskim was merged Aug 3, 2023 Loading…
Merge ALE implementation into the PDP development branch
#78 by mikolajsp was merged Aug 1, 2023 Loading…
Minor enhancements regarding implementation of global survshap
#77 by kapsner was merged Jul 26, 2023 Loading…
2
Feature: aggregation of SurvSHAP values across multiple observation
#74 by kapsner was merged May 22, 2023 Loading…
10
Fix plotting and printing of SurvLIME for the coxph model
#73 by mikolajsp was merged Mar 24, 2023 Loading…
Prepare the release of version 1.0.0
#70 by mikolajsp was merged Mar 20, 2023 Loading…
Restrict the times available for geom_rug to those less than or equal to max(explainer$times)
#68 by mikolajsp was merged Mar 7, 2023 Loading…
1
Added possibility for plotting multiple local explanations for the same model (SurvSHAP(t))
#67 by krzyzinskim was merged Mar 7, 2023 Loading…
1
1
Added SurvSHAP(t) calculation with kernelshap package
#66 by krzyzinskim was merged Mar 7, 2023 Loading…
1
1
Changed time points generation process + printing info
#64 by krzyzinskim was merged Mar 7, 2023 Loading…
1
Fix normalization = "survival" when integrating metrics.
#63 by mikolajsp was merged Feb 28, 2023 Loading…
Extend tests and fix documentation
#62 by mikolajsp was merged Feb 27, 2023 Loading…
1
Calculation & plotting ROC AUC for selected timepoints
#58 by krzyzinskim was merged Feb 20, 2023 Loading…
1
Major changes to plots - geom_rug() and multiple model_parts() explainers in one plot
#56 by mikolajsp was merged Feb 20, 2023 Loading…
4
2
Change behavior of categorical_variables argument in model_profile()
#55 by mikolajsp was merged Feb 20, 2023 Loading…
1
Fixed prints of explanation results
#54 by krzyzinskim was merged Feb 17, 2023 Loading…
1
Refactoring of loss_integrate() function
#53 by mikolajsp was merged Feb 20, 2023 Loading…
1
ProTip! Updated in the last three days: updated:>2024-06-30.