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OpenDAS
torch-spline-conv
Commits
79064f03
Commit
79064f03
authored
Apr 12, 2018
by
rusty1s
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typo
parent
0176ecd8
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README.md
README.md
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torch_spline_conv/conv.py
torch_spline_conv/conv.py
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README.md
View file @
79064f03
...
@@ -38,7 +38,7 @@ output = spline_conv(src, edge_index, pseudo, weight, kernel_size,
...
@@ -38,7 +38,7 @@ output = spline_conv(src, edge_index, pseudo, weight, kernel_size,
is_open_spline
,
degree
=
1
,
root_weight
=
None
,
bias
=
None
)
is_open_spline
,
degree
=
1
,
root_weight
=
None
,
bias
=
None
)
```
```
Applies the spline-based convolution
al
operator
Applies the spline-based convolution operator
<p
align=
"center"
>
<p
align=
"center"
>
<img
width=
"50%"
src=
"https://user-images.githubusercontent.com/6945922/38684093-36d9c52e-3e6f-11e8-9021-db054223c6b9.png"
/>
<img
width=
"50%"
src=
"https://user-images.githubusercontent.com/6945922/38684093-36d9c52e-3e6f-11e8-9021-db054223c6b9.png"
/>
</p>
</p>
...
...
torch_spline_conv/conv.py
View file @
79064f03
...
@@ -17,7 +17,7 @@ def spline_conv(src,
...
@@ -17,7 +17,7 @@ def spline_conv(src,
degree
=
1
,
degree
=
1
,
root_weight
=
None
,
root_weight
=
None
,
bias
=
None
):
bias
=
None
):
"""Applies the spline-based convolution
al
operator :math:`(f \star g)(i) =
"""Applies the spline-based convolution operator :math:`(f \star g)(i) =
\f
rac{1}{|\mathcal{N}(i)|} \sum_{l=1}^{M_{in}} \sum_{j \in \mathcal{N}(i)}
\f
rac{1}{|\mathcal{N}(i)|} \sum_{l=1}^{M_{in}} \sum_{j \in \mathcal{N}(i)}
f_l(j) \cdot g_l(u(i, j))` over several node features of an input graph.
f_l(j) \cdot g_l(u(i, j))` over several node features of an input graph.
Here, :math:`g_l` denotes the kernel function defined over the weighted
Here, :math:`g_l` denotes the kernel function defined over the weighted
...
...
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