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feat: Bisect-k#54

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oliverdutton wants to merge 1 commit intonoegroup:mainfrom
oliverdutton:bisect_K
Open

feat: Bisect-k#54
oliverdutton wants to merge 1 commit intonoegroup:mainfrom
oliverdutton:bisect_K

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@oliverdutton oliverdutton commented Mar 9, 2022

Implementation for K-bin bisection in JAX. A test needs to be added, particularly to check it deals with extra dimensions properly.

k option threaded through higher level functions and classes.

Small bug fix in JaxTransformer where bisection_eps and domain weren't threaded to to_torch.

Where k=2 the provided bisect method is used so that minimal changes are introduced. I am sure for k=2 the pure bisect will be faster than bisect_k even after jit'ing.

@Olllom Olllom requested a review from jonkhler March 10, 2022 10:30
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