brianguenter/FastDifferentiation.jl

This is stars and forks stats for /brianguenter/FastDifferentiation.jl repository. As of 04 May, 2024 this repository has 78 stars and 3 forks.

FastDifferentiation FastDifferentiation (FD) is a package for generating efficient executables to evaluate derivatives of Julia functions. It can also generate efficient true symbolic derivatives for symbolic analysis. Unlike forward and reverse mode automatic differentiation FD automatically generates efficient derivatives for arbitrary function types: ℝ¹->ℝ¹, ℝ¹->ℝᵐ, ℝⁿ->ℝ¹, and ℝⁿ->ℝᵐ, m≠1,n≠1. FD is similar to D* in that it uses the derivative graph1 but FD is asymptotically faster...