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Top Pkgs Packages

1

ForwardDiff

Forward Mode Automatic Differentiation for Julia

2

ReverseDiff

Reverse Mode Automatic Differentiation for Julia

3

TaylorSeries

A julia package for Taylor polynomial expansions in one and several independent variables.

4

DiffEqDiffTools

Fast non-allocating calculations of gradients, Jacobians, and Hessians with sparsity support

5

DualNumbers

Julia package for representing dual numbers and for performing dual algebra

6

FDM

High accuracy derivatives, estimated via numerical finite differences (formerly FDM.jl)

7

HyperDualNumbers

Julia implementation of HyperDualNumbers

8

DiffRules

A simple shared suite of common derivative definitions

9

DiffResults

A package which provides an API for querying differentiation results at multiple orders simultaneously

10

DiffTests

A common suite of test functions for stressing the robustness of differentiation tools.