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Keras-Cox-Model

An implementation of the Cox model using keras.

KerasSurvivalDocumentation.pdf gives some of the theory and information behind the code.

kidtx.csv is a file that can be used to upload the kidney transplant dataset that is used in the lifelines module in python.

keras_coxph.py is a python script that implements the Cox partial likelihood function.

keras_coxph.R is an R script that implements the Cox partial likelihood function.

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An implementation of the Cox model using keras

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  • R 52.5%
  • Python 47.5%