Index

C

coxph_loss() (in module dnamite.loss_fns)

D

dnamite.datasets module dnamite.loss_fns module

dnamite.utils module DNAMiteBinaryClassifier (class in dnamite.models) DNAMiteRegressor (class in dnamite.models) DNAMiteSurvival (class in dnamite.models)

F

fetch_mimic() (in module dnamite.datasets) fit() (dnamite.models.DNAMiteBinaryClassifier method) (dnamite.models.DNAMiteRegressor method) (dnamite.models.DNAMiteSurvival method)

G

get_bin_counts() (in module dnamite.utils) get_calibration_data() (dnamite.models.DNAMiteSurvival method) get_feature_importances() (dnamite.models.DNAMiteBinaryClassifier method) (dnamite.models.DNAMiteRegressor method) (dnamite.models.DNAMiteSurvival method) get_logger() (in module dnamite.utils) get_pair_bin_counts() (in module dnamite.utils) get_pair_shape_function() (dnamite.models.DNAMiteBinaryClassifier method) (dnamite.models.DNAMiteRegressor method) (dnamite.models.DNAMiteSurvival method)

get_pseudo_values() (in module dnamite.utils) get_regularization_path() (dnamite.models.DNAMiteBinaryClassifier method) (dnamite.models.DNAMiteRegressor method) (dnamite.models.DNAMiteSurvival method) get_shape_function() (dnamite.models.DNAMiteBinaryClassifier method) (dnamite.models.DNAMiteRegressor method) (dnamite.models.DNAMiteSurvival method)

I

ipcw_rps_loss() (in module dnamite.loss_fns)

M

make_calibration_plot() (dnamite.models.DNAMiteSurvival method) module dnamite.datasets dnamite.loss_fns dnamite.utils

P

plot_feature_importances() (dnamite.models.DNAMiteBinaryClassifier method) (dnamite.models.DNAMiteRegressor method) (dnamite.models.DNAMiteSurvival method) plot_pair_shape_function() (dnamite.models.DNAMiteBinaryClassifier method) (dnamite.models.DNAMiteRegressor method) (dnamite.models.DNAMiteSurvival method) plot_shape_function() (dnamite.models.DNAMiteBinaryClassifier method) (dnamite.models.DNAMiteRegressor method) (dnamite.models.DNAMiteSurvival method)

predict() (dnamite.models.DNAMiteBinaryClassifier method) (dnamite.models.DNAMiteRegressor method) (dnamite.models.DNAMiteSurvival method) predict_proba() (dnamite.models.DNAMiteBinaryClassifier method) predict_survival() (dnamite.models.DNAMiteSurvival method)

S

score() (dnamite.models.DNAMiteBinaryClassifier method) select_features() (dnamite.models.DNAMiteBinaryClassifier method) (dnamite.models.DNAMiteRegressor method) (dnamite.models.DNAMiteSurvival method)