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OpenDAS
torch-spline-conv
Commits
db0360a0
Commit
db0360a0
authored
Nov 23, 2018
by
AntoinePrv
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Fix warning.
parent
ea351e15
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torch_spline_conv/conv.py
torch_spline_conv/conv.py
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torch_spline_conv/conv.py
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db0360a0
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@@ -7,7 +7,7 @@ from .utils.degree import degree as node_degree
...
@@ -7,7 +7,7 @@ from .utils.degree import degree as node_degree
class
SplineConv
(
object
):
class
SplineConv
(
object
):
"""Applies the spline-based convolution operator :math:`(f \star g)(i) =
r
"""Applies the spline-based convolution operator :math:`(f \star g)(i) =
\frac{1}{|\mathcal{N}(i)|} \sum_{l=1}^{M_{in}} \sum_{j \in \mathcal{N}(i)}
\frac{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.
The kernel function :math:`g_l` is defined over the weighted B-spline
The kernel function :math:`g_l` is defined over the weighted B-spline
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