BoXHED2.0

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Author: Arash Pakbin

Requires: Python >=3.8

Project description

Boosted eXact Hazard Estimator with Dynamic covariates v2.0 (BoXHED2.0, pronounced 'box-head') is a software package for nonparametrically estimating hazard functions via gradient boosted trees. BoXHED2.0 accommodates both time-static and time-dependent covariates.

Please refer to the BoXHED2.0 paper for details, which builds on the BoXHED1.0 paper (ICML 2020). The theoretical underpinnings for BoXHED is provided here (The Annals of Statistics 2021).

A tutorial notebook can be found at this GitHub page.

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Author: Arash Pakbin

Requires: Python >=3.8


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2.0.12

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