Jacobian Definition

Using Automatic Differentiation

Automatic Differentiation

Traditional Hand-coded Jacobians

Traditional Hand-coded Jacobians

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We recommend using Automatic Differentiation for most new developments. Hand-coding the Jacobian should only be considered for performance reasons.