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DeepReEvent

Recurrent Event Analysis with Deep Learning

This Python package provides tools for analyzing recurrent events and terminal events using deep learning models. It is designed to facilitate easy modeling and prediction of recurrent event data, commonly encountered in fields such as healthcare, reliability engineering, and social sciences.

Features

  • Model Training: Train deep learning models on data involving recurrent and possibly terminal events.
  • Prediction: Generate predictions for hazard rate and intensity.
  • Metrics Calculation: Compute key evaluation metrics like the concordance index.

Installation

Clone this repository to your local machine using:

git clone https://github.com/ayushpatnaikgit/DeepReEvent

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Recurrent event analysis using deep learning

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