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chiragnagpal committed Feb 14, 2022
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[![GitHub Repo stars](https://img.shields.io/github/stars/autonlab/auton-survival?style=social)](https://github.com/autonlab/auton-survival)

<img align="right" width=50% src=https://ndownloader.figshare.com/files/26367844>
<img align="right" width=50% src=https://ndownloader.figshare.com/files/34052981>



Package: `auton-survival`
-------------


Python package `dsm` provides an API to train the Deep Survival Machines
and associated models for problems in survival analysis. The underlying model
is implemented in `pytorch`.
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* There is presence of censoring i.e. a large number of instances of data are
lost to follow up.


Deep Survival Machines
----------------------
<img width=100% src=https://ndownloader.figshare.com/files/25259852>

<img align="left" width=30% src=https://ndownloader.figshare.com/files/26367844> <img width=100% src=https://ndownloader.figshare.com/files/25259852>


**Deep Survival Machines (DSM)** is a **fully parametric** approach to model
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