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Animation Example: Proximity Gradient Boosting Algorithm

This vignette visualizes the iterative process of proximity gradient boosting proposed in ColocBoost from an extensive simulation example.

The animation below demonstrates how ColocBoost iteratively updates across multiple rounds. Observe how the blue points (proxies) distribute around the selected best update, showing the algorithm’s ability to capture LD structure during optimization.

knitr::include_graphics("../man/figures/ColocBoost_update.gif")

See more details in the ColocBoost Manuscript and the GitHub repository.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.