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GitHub / ModelOriented / treeshap

Compute SHAP values for your tree-based models using the TreeSHAP algorithm

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ModelOriented%2Ftreeshap

Stars: 75
Forks: 21
Open Issues: 12

License: gpl-3.0
Language: R
Repo Size: 17.7 MB
Dependencies: 25

Created: almost 4 years ago
Updated: 15 days ago
Last pushed: 4 months ago
Last synced: 15 days ago

Topics: explainability, explainable-ai, explainable-artificial-intelligence, explanatory-model-analysis, iml, interpretability, interpretable-machine-learning, machine-learning, responsible-ml, shap, shapley-value, xai

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Dependencies

DESCRIPTION cran

R >= 2.10 depends
Rcpp * imports
data.table * imports
ggplot2 * imports
catboost >= 0.22 suggests
gbm * suggests
jsonlite * suggests
lightgbm * suggests
randomForest * suggests
ranger * suggests
scales * suggests
testthat * suggests
xgboost * suggests

.github/workflows/pr-commands.yaml actions

actions/checkout v2 composite
r-lib/actions/pr-fetch master composite
r-lib/actions/pr-push master composite
r-lib/actions/setup-r master composite

.github/workflows/test-coverage.yaml actions

actions/cache v1 composite
actions/checkout v2 composite
r-lib/actions/setup-pandoc master composite
r-lib/actions/setup-r master composite

.github/workflows/CRAN-R-CMD-check.yaml actions

actions/checkout v3 composite
r-lib/actions/check-r-package v2 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite