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Reduce memory footprint#218

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sethaxen wants to merge 36 commits intomainmlcolab/Pathfinder.jl:mainfrom reduce_storagemlcolab/Pathfinder.jl:reduce_storageCopy head branch name to clipboard

+680-311

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Commits on Oct 24, 2024

• Rename inverse_hessian.jl to lbfgs.jl

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• Rename Hinit and make in-place

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• Build inverse Hessian in-place

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Commits on Oct 25, 2024

• Refactor to modify cache structs in-place

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• Bump required Julia version

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• Replace Unpack with Julia's destructuring syntax

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• Remove outdated version checks

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• Increment patch number

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• Merge branch 'main' into reduce_storage

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• Bump downgrade CI Julia lower bound

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• Merge branch 'main' into reduce_storage

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• Merge branch 'main' into reduce_storage

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• Increment patch version number

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Commits on Oct 31, 2024

• Make rand_and_logpdf mutating

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• Make saving of ELBO draws optional

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Commits on Nov 22, 2024

• Avoid overwriting draws if saving samples

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Commits on Nov 25, 2024

• Rewrite lbfgs_inverse_hessians to update an LBFGSState

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• Keep L-BFGS defined as minimization problem

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Commits on Dec 10, 2024

• Merge branch 'main' into reduce_storage

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Commits on Jan 3, 2025

• Merge branch 'main' into reduce_storage

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• Compute distribution and ELBO in callback

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Commits on Jan 13, 2025

• Check correct sign of logp(x)

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• Simplify construction of callback

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• Forward ndraws_elbo keyword

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• Infer concrete container types

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• Correctly specify history length

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Commits on Jan 15, 2025

• Bump Optimization lower bound

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• Make cache construction work for Optimization <v4

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Commits on Jan 16, 2025

• Improve inference of logp return type

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Commits on Jan 21, 2025

• Maximize ELBO on-line

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Commits on Jan 22, 2025

• Correctly update fit iteration

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• Base trace length on always-updated values

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• Always choose non-zero iteration for ELBO-maximizing

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• If elbo draws not saved, regenerate

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• Document save_trace usage

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• Test save_trace usage

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