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auto-differentiation / xad

Author description: The fastest automatic differentiation library for C++, with Python bindings. Forward, adjoint and higher-order derivatives, checkpointing, Eigen support and JIT. Reproducible benchmarks against CppAD, Adept and autodiff.

Repository stars
440All-time #21,290
Fork
52
Last push
updated 4 days ago
Repository created
since 2022
Frameworks & SDKsCLI & developer componentsC++AGPL-3.0 · Share derivative source
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Summarised by AI from the README; the original prevails

Author description: Author description: The fastest automatic differentiation library for C++, with Python bindings. Forward, adjoint and higher-order derivatives, checkpointing, Eigen support and JIT. Reproducible benchmarks against CppAD, Adept and autodiff.

Basic listing based on official public information; functionality has not been independently evaluated.

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Developer tools# automatic-differentiation# aad# algorithmic-differentiation# autodiff# adjoint# cpp# derivatives# gradient# greeks# hessian# high-performance-computing# jacobian# library# monte-carlo# python# quantitative-finance# quantlib# risk-management# scientific-computing

Star trend

Includes values estimated from GitHub history
43243543810-0710-1210-1710-2210-2711-0111-05
Raw observations · 2
Historical observations
Measured atRepository starsSource
2026-11-06 08:53 UTC440Source
2026-11-03 08:25 UTC438Source

First collected 2026-11-03Measured at 2026-11-06 08:53 UTCSourceLicense source

Compiled from public project information; not independently tested. · Repository stars, not unique users or individual-skill installs · License tiers are derived from metadata. Check obligations for your use; unknown does not mean prohibited.