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Update RFC-00xx-automatic-implicit-differentiation.md
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RFC-00xx-automatic-implicit-differentiation.md

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@@ -315,13 +315,13 @@ $$\min_{x} \frac{1}{2} ||\textbf{r}(x, \theta)||^2,$$
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where $\textbf{r}$ is a residual function, $x$ are the parameters with respect to which the function is minimized, and $\theta$ are optional additional arguments.
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##### Gauss–Newton
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The update equation is solved for every iteration to find the update to the parameters:
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$$\mathbf{J} \mathbf{J^T} h_{gn} = - \mathbf{J^T} \mathbf{r}$$
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where \mathbf{J} is the Jacobian of the residual function w.r.t. parameters.
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##### Gauss–Newton
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where $\mathbf{J}$ is the Jacobian of the residual function w.r.t. parameters.
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```Python
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from typing import Callable, Optional

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