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TorchSurv 0.1.5 documentation - Home TorchSurv 0.1.5 documentation - Home

API:

  • Loss
    • torchsurv.loss.cox
    • torchsurv.loss.weibull
    • torchsurv.loss.survival
    • torchsurv.loss.momentum
  • Metrics
    • torchsurv.metrics.auc
    • torchsurv.metrics.cindex
    • torchsurv.metrics.brier_score
  • Stats
    • torchsurv.stats.kaplan_meier
    • torchsurv.stats.ipcw

Tutorials:

  • Survival Regression
  • Survival Regression with MNIST
  • Survival Regression with Time-Varying Covariates

Under the hood:

  • Loss
  • Metrics
  • Time-Varying Covariates

Other:

  • Changelog
  • Maintainers
  • Contributing
  • Code of Conduct
  • Development notes
  • .rst

Metrics

Metrics#

torchsurv.metrics.auc

torchsurv.metrics.cindex

torchsurv.metrics.brier_score

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torchsurv.loss.momentum

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torchsurv.metrics.auc

By Thibaud Coroller, Mélodie Monod, Peter Krusche, Qian Cao

© Copyright 2024, Novartis Pharma AG.