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Update messagepassing.md
Fixed a typo.
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docs/src/messagepassing.md

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@@ -16,7 +16,7 @@ and to ``\gamma_x`` and ``\gamma_e`` as to the node update and edge update funct
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respectively. The aggregation ``\square`` is over the neighborhood ``N(i)`` of node ``i``,
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and it is usually equal either to ``\sum``, to `max` or to a `mean` operation.
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In GNN.jl, the function [`propagate`](@ref) takes care of materializing the
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In GraphNeuralNetworks.jl, the function [`propagate`](@ref) takes care of materializing the
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node features on each edge, applying the message function, performing the
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aggregation, and returning ``\bar{\mathbf{m}}``.
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It is then left to the user to perform further node and edge updates,
@@ -144,4 +144,4 @@ See the [`GATConv`](@ref) implementation [here](https://github.com/CarloLucibell
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## Built-in message functions
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In order to exploit optimized specializations of the [`propagate`](@ref), it is recommended
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to use built-in message functions such as [`copy_xj`](@ref) whenever possible.
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to use built-in message functions such as [`copy_xj`](@ref) whenever possible.

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