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src/plans/gradient_plan.jl
@@ -665,6 +665,9 @@ as a linear invertible map ``P: $(_math(:TpM)) → $(_math(:TpM))`` that usually
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The gradient is then preconditioned as ``P(X)``, where ``X`` is either the
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gradient of the objective or the result of a previous (internally stored) gradient processor.
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+For example if you provide as the preconditioner the inverse of the Hessian ``$(_tex(:Hess))^{-1} f``,
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+you turn a gradient descent into a Newton method.
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+
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# Arguments
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$(_var(:Argument, :M; type=true)) (optional)
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