5 projects
shap-result-analysis
A survival-analysis result pipeline built around SHAP recommendations
shap-recommender
Exclusion / non-linearity / interaction recommendations from saved SHAP attribution files, and application of them to a design matrix.
survival-model-toolkit
Shared helpers and analysis steps for a competing-risk-aware Cox survival modelling pipeline: persisted splits, preprocessing fit on training data only, discrimination/calibration metrics, PH diagnostics, and model-comparison utilities.
rsf-grid-search
Grid search over RandomSurvivalForest hyperparameters (min_samples_leaf, max_features, max_depth), scored by held-out Harrell's C-index.
competing-risk-sensitivity
Competing-risk sensitivity analysis: cause-specific summary, Aalen-Johansen cumulative incidence, and Fine-Gray export/comparison.
