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 (Journal of Statistical Software 113:3, 2025) 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.
Release files for boxhed 2.0.13
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| boxhed-2.0.13.tar.gz | 13.8 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| boxhed-2.0.13-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 27.6 kB
Release files / boxhed-2.0.13.tar.gz
| Download URL | boxhed-2.0.13.tar.gz |
|---|---|
| Size | 13.8 kB |
| Tags | Source |
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Release files / boxhed-2.0.13-py3-none-any.whl
| Download URL | boxhed-2.0.13-py3-none-any.whl |
|---|---|
| Size | 13.8 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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