PySurvival
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square/pysurvival
PySurvival
square/pysurvival
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Installation
Introduction to Survival Analysis
The math of Survival Analysis
Tutorials
Tutorials
Churn Prediction
Credit Risk
Employee Retention
Predictive Maintenance
Models
Models
Cox Proportional Hazard
Cox Proportional Hazard
Standard CoxPH (API)
DeepSurv/Nonlinear CoxPH (API)
Theory
Multi-Task Logistic Regression (MTLR)
Multi-Task Logistic Regression (MTLR)
Linear MTLR (API)
Neural MTLR (API)
Theory
Non-Parametric
Non-Parametric
Kaplan Meier (API)
Smoothed Kaplan Meier (API)
Theory
Parametric
Parametric
Parametric models (API)
Theory
Simulation
Simulation
Simulation models (API)
Theory
Survival Forest
Survival Forest
Conditional Survival Forest (API)
Extra Survival Trees (API)
Random Survival Forest (API)
Theory
Survival SVM
Survival SVM
Linear Survival SVM (API)
Kernel Survival SVM (API)
Theory
Performance metrics
Performance metrics
C-index
Brier Score
Miscellaneous
Miscellaneous
Activation Functions
Saving/Loading models
Tips for fitting models
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