Module jacobian 

Automatic Jacobian generation using symbolic differentiation

This module provides functionality for automatically generating Jacobian matrices from symbolic expressions, eliminating the need for finite difference approximations.

Structs

SymbolicJacobian

Represents a symbolic Jacobian matrix

SymbolicODEBuilder

Builder for creating symbolic ODE systems

Functions

example_seasonal_predator_prey

Example: Create a symbolic Jacobian for a predator-prey system with seasonal effects

example_stiff_chemical

Example: Create a symbolic Jacobian for a stiff chemical reaction system

example_van_der_pol

Example: Create a symbolic Jacobian for the Van der Pol oscillator

generate_jacobian

Generate a symbolic Jacobian from a vector of symbolic expressions