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auto-differentiation/xad avatar

auto-differentiation/xad

GitHub

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.

C++437 stars50 forksAGPL-3.0
aadadjointalgorithmic-differentiationautodiffautomatic-differentiationcppderivativesgradientgreekshacktoberfesthessianhigh-performance-computingjacobianlibrarymonte-carlopythonquantitative-financequantlibrisk-managementscientific-computing

Momentum

auto-differentiation/xad has 437 GitHub stars.

It currently ranks #26440 daily, #26994 weekly, #29008 monthly by momentum on Trending Repos; its best-ever rank is #13177.

Trending Repos first recorded it on Jul 5, 2026.

Rankings

PeriodRankScore
Daily
#264400.0
Weekly
#269940.0
Monthly
#290080.0
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Best rank #13177
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