Add GPU-support for Kernel-based Conditional Test

hpi-epic / gpucsl

Constraint-based Causal Structure Learning on GPUs.

MIT License

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Add GPU-support for Kernel-based Conditional Test #17

Open lmz123321 opened 1 year ago

lmz123321 commented 1 year ago

Hi, thanks for your great work.

For causal discover in continous variables, a frequently used conditional independence test is Kernel-based Conditional Independence Test [1]. It is available in many causal discovery tooboxed written in R.

Do you plan to add a GPU support of this test? Many thx.

[1] K. Zhang, et, al. Kernel-based Conditional Independence Test and Application in Causal Discovery

mjrmason commented 1 year ago

I am also very interested in work extending GPUs to work with continuous features/nodes.