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ISSN 1553-7358 · DOI 10.1371/journal.pcbi.1009598

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cs.MS 1

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2025 1

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A Common Interface for Automatic Differentiation

cs.MS · 2025-05-08 · accept · novelty 5.0

A new Julia interface, DifferentiationInterface.jl, unifies a dozen AD backends with a preparation mechanism that amortizes one-time costs and adds sparsity handling.

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  • A Common Interface for Automatic Differentiation cs.MS · 2025-05-08 · accept · none · ref 9

    A new Julia interface, DifferentiationInterface.jl, unifies a dozen AD backends with a preparation mechanism that amortizes one-time costs and adds sparsity handling.