Does lifelines work in a distributed set up ?

CamDavidsonPilon / lifelines

Survival analysis in Python

lifelines.readthedocs.org

MIT License

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Does lifelines work in a distributed set up ? #806

Open mancunian1792 opened 5 years ago

mancunian1792 commented 5 years ago

Same as above

CamDavidsonPilon commented 5 years ago

Not natively, no. I think a fork + some additional logic would allow it though. It's only numpy + pandas code.

What are you trying to achieve with parallelization?

mancunian1792 commented 5 years ago

Want to use time series data for my covariates . 2 years worth of data (10 minute intervals )for all the subjects comes to around 2 Tb. Right now setting up the infrastructure to support analysis (Mostly spark). Wanted to use time varying cox model.