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Added blank line to autodiff cookbook to trigger an enumeration
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"source": [
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"This convention covers three important cases:\n",
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"\n",
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"1. If `f` evaluates a holomorphic function, then we get the usual complex derivative, since $\\partial_0 u = \\partial_1 v$ and $\\partial_1 u = - \\partial_0 v$.\n",
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"2. If `f` is evaluates the real-valued loss function of a complex parameter `x`, then we get a result that we can use in gradient-based optimization by taking steps in the direction of the conjugate of `grad(f)(x)`.\n",
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"3. If `f` evaluates a real-to-real function, but its implementation uses complex primitives internally (some of which must be non-holomorphic, e.g. FFTs used in convolutions) then we get the same result that an implementation that only used real primitives would have given.\n",
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