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OpenDAS
dgl
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38b3d0c4
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Commit
38b3d0c4
authored
Oct 22, 2020
by
Seung-woo Seo
Committed by
GitHub
Oct 22, 2020
Browse files
[Doc] Same typos as 0.5.x (#2292)
Some of SAGEGraph equation has typos.
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da9f14df
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docs/source/guide/nn-forward.rst
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docs/source/guide/nn-forward.rst
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38b3d0c4
...
@@ -52,11 +52,11 @@ The math formulas for SAGEConv are:
...
@@ -52,11 +52,11 @@ The math formulas for SAGEConv are:
.. math::
.. math::
h_{dst}^{(l+1)} = \sigma \left(W \cdot \mathrm{concat}
h_{dst}^{(l+1)} = \sigma \left(W \cdot \mathrm{concat}
(h_{dst}^{l}, h_{\mathcal{N}(dst)}^{l+1} + b
)
\right)
(h_{dst}^{l}, h_{\mathcal{N}(dst)}^{l+1}
)
+ b \right)
.. math::
.. math::
h_{dst}^{(l+1)} = \mathrm{norm}(h_{dst}^{l})
h_{dst}^{(l+1)} = \mathrm{norm}(h_{dst}^{l
+1
})
One needs to specify the source node feature ``feat_src`` and destination
One needs to specify the source node feature ``feat_src`` and destination
node feature ``feat_dst`` according to the graph type.
node feature ``feat_dst`` according to the graph type.
...
@@ -160,4 +160,4 @@ Update feature after reducing for output
...
@@ -160,4 +160,4 @@ Update feature after reducing for output
The last part of ``forward()`` function is to update the feature after
The last part of ``forward()`` function is to update the feature after
the ``reduce function``. Common update operations are applying
the ``reduce function``. Common update operations are applying
activation function and normalization according to the option set in the
activation function and normalization according to the option set in the
object construction phase.
object construction phase.
\ No newline at end of file
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