5 results found Sort:

koalaverse
vip koalaverse
24
187
unknown
10
Variable Importance Plots (VIPs)
machine-learning interaction-effect variable-importance partial-dependence-plot variable-importance-plots supervised-learning-algorithms
Created 2017-08-01
370 commits to master branch, last one about a year ago
bgreenwell
fastshap bgreenwell
18
116
unknown
4
Fast approximate Shapley values in R
xai shapley explainable-ai explainable-ml shapley-values variable-importance interpretable-machine-learning
Created 2019-07-17
105 commits to master branch, last one 10 months ago
ModelOriented
survex ModelOriented
10
104
gpl-3.0
7
Explainable Machine Learning in Survival Analysis
r xai shap cox-model r-package brier-scores biostatistics censored-data time-to-event cox-regression explainable-ai explainable-ml interpretable-ml machine-learning survival-analysis variable-importance explanatory-model-analysis explainable-machine-learning interpretable-machine-learning probabilistic-machine-learning
Created 2022-08-31
480 commits to main branch, last one 6 months ago
MI2DataLab
survshap MI2DataLab
15
82
mit
6
SurvSHAP(t): Time-dependent explanations of machine learning survival models
cph xai shap model machine censored learning survival cox-model explainable brier-scores biostatistics interpretable time-to-event cox-regression explainable-ai machinelearning survival-analysis variable-importance probabilistic-machine-learning
Created 2022-08-03
92 commits to main branch, last one 11 months ago
ck37
varimpact ck37
13
57
unknown
9
Variable importance through targeted causal inference, with Alan Hubbard
tmle cv-tmle causal-inference targeted-learning observational-study variable-importance
Created 2016-05-25
413 commits to master branch, last one 2 years ago