cenreg package

Subpackages

• cenreg.distribution package
  • Submodules
  • cenreg.distribution.empirical module
    • EmpiricalCDF
      • EmpiricalCDF.average_cdf()
      • EmpiricalCDF.cdf()
      • EmpiricalCDF.icdf()
      • EmpiricalCDF.set()
  • cenreg.distribution.linear module
    • LinearCDF
      • LinearCDF.average_cdf()
      • LinearCDF.cdf()
      • LinearCDF.get_boundary_lengths()
      • LinearCDF.icdf()
      • LinearCDF.set_knot_values()
    • LinearQuantileFunction
      • LinearQuantileFunction.average_cdf()
      • LinearQuantileFunction.cdf()
      • LinearQuantileFunction.get_qk_lengths()
      • LinearQuantileFunction.icdf()
      • LinearQuantileFunction.set_knot_values()
  • Module contents
• cenreg.metric package
  • Submodules
  • cenreg.metric.cdf module
    • brier()
    • km_calibration()
    • negative_loglikelihood()
    • nll_sc()
    • ranked_probability_score()
  • cenreg.metric.cjd module
    • brier()
    • kolmogorov_smirnov_calibration_error()
    • negative_loglikelihood()
    • ranked_probability_score()
  • cenreg.metric.quantile module
    • d_calibration()
  • Module contents
• cenreg.model package
  • Submodules
  • cenreg.model.copula module
  • cenreg.model.copula_graphic module
    • CopulaGraphicDistribution
      • CopulaGraphicDistribution.average_cdf()
      • CopulaGraphicDistribution.cdf()
      • CopulaGraphicDistribution.icdf()
      • CopulaGraphicDistribution.survival_function()
    • estimate()
  • cenreg.model.jd2marginal_np module
  • cenreg.model.kaplan_meier module
    • KaplanMeierDistribution
      • KaplanMeierDistribution.average_cdf()
      • KaplanMeierDistribution.cdf()
      • KaplanMeierDistribution.fit()
      • KaplanMeierDistribution.icdf()
      • KaplanMeierDistribution.survival_function()
    • createCdfLinear()
    • createQuantilesLinear()
  • Module contents
    • cjd2surv()
• cenreg.pytorch package
  • Submodules
  • cenreg.pytorch.copula module
  • cenreg.pytorch.distribution module
    • LinearCDF
      • LinearCDF.average_cdf()
      • LinearCDF.cdf()
      • LinearCDF.get_boundary_lengths()
      • LinearCDF.icdf()
      • LinearCDF.set_knot_values()
    • LinearQuantileFunction
      • LinearQuantileFunction.average_cdf()
      • LinearQuantileFunction.cdf()
      • LinearQuantileFunction.get_qk_lengths()
      • LinearQuantileFunction.icdf()
      • LinearQuantileFunction.set_knot_values()
  • cenreg.pytorch.jd2marginal module
  • cenreg.pytorch.loss_function_cont module
  • cenreg.pytorch.loss_function_dr module
  • cenreg.pytorch.loss_function_jd module
  • cenreg.pytorch.loss_function_jd2m module
  • cenreg.pytorch.mlp module
    • Linear
      • Linear.forward()
    • MLP
      • MLP.forward()
    • MLP_MultiHead
      • MLP_MultiHead.forward()
    • SMM
      • SMM.forward()
    • SMM_MultiHead
      • SMM_MultiHead.forward()
  • cenreg.pytorch.util module
    • denormalize_pred()
    • normalize_y()
  • Module contents

Module contents