pipe_breaks.algorithms package
Submodules
pipe_breaks.algorithms.cox_ph module
The following applies a Cox-PH model to break datasets from utilities.
See the lifelines documentation here: https://lifelines.readthedocs.io/en/latest/Quickstart.html?highlight=cox%20proportional#survival-regression
Change the settings in /settings.py — Copyright Global Quality Corp. 2021y
2021-02-22 v1.0 @ericvaags 2021-02-24 v1.1 @ericvaags 2021-03-02 v1.2 @ericvaags 2021-03-16 v1.3 @ericvaags 2021-03-26 v1.4 @sudarshanpillai
pipe_breaks.algorithms.cox_ph.main()
pipe_breaks.algorithms.kaplanmeier module
The following code is intended to apply a Kaplan-Meier curve to break datasets from utilities.
See the lifelines documentation here: https://lifelines.readthedocs.io/en/latest/Quickstart.html More specific documentation regarding Kaplan-Meier here: https://lifelines.readthedocs.io/en/latest/Quickstart.html?highlight=kaplan#kaplan-meier-nelson-aalen-and-parametric-models
Change the settings in /settings.py — Copyright Global Quality Corp. 2021
2021-03-03 v1.0 @ericvaags
pipe_breaks.algorithms.kaplanmeier.main()
pipe_breaks.algorithms.lightgbm module
pipe_breaks.algorithms.random_survival_forest_GQC module
pipe_breaks.algorithms.random_survival_forest_GQC.main()
pipe_breaks.algorithms.remaining_file module
pipe_breaks.algorithms.test_processing module
pipe_breaks.algorithms.weibull_ph module
The following is intended to apply a Cox-PH model to break datasets from utilities.
See the lifelines documentation here: https://lifelines.readthedocs.io/en/latest/Quickstart.html?highlight=cox%20proportional#survival-regression
Change the settings in /settings.py — Copyright Global Quality Corp. 2021
2021-02-22 v1.0 @ericvaags 2021-02-24 v1.1 @ericvaags 2021-03-02 v1.2 @ericvaags
pipe_breaks.algorithms.weibull_ph.main()
pipe_breaks.algorithms.xg_boost module
Copyright Global Quality Corp. 2021
2021-02-19 v1.0 @SudarshanPillai 2021-02-25 v1.1 @SudarshanPillai 2021-03-01 v1.1 @SudarshanPillai