API Reference

Complete documentation for all gen_surv functions and classes.

Note

The to_sksurv helper and related tests rely on the optional dependency scikit-survival. Install it with poetry install --with dev or pip install scikit-survival to enable this functionality.

Core Interface

options:
  members: true
  undoc-members: true
  show-inheritance: true

Model Generators

Cox Proportional Hazards Model

options:
  members: true
  undoc-members: true
  show-inheritance: true

Accelerated Failure Time Models

options:
  members: true
  undoc-members: true
  show-inheritance: true

Continuous-Time Markov Models

options:
  members: true
  undoc-members: true
  show-inheritance: true

Time-Dependent Covariate Models

options:
  members: true
  undoc-members: true
  show-inheritance: true

Time-Homogeneous Markov Models

options:
  members: true
  undoc-members: true
  show-inheritance: true

Utility Functions

Censoring Functions

options:
  members: true
  undoc-members: true
  show-inheritance: true

Bivariate Distributions

options:
  members: true
  undoc-members: true
  show-inheritance: true

Validation Functions

options:
  members: true
  undoc-members: true
  show-inheritance: true

Command Line Interface

options:
  members: true
  undoc-members: true
  show-inheritance: true