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Unverified Commit 70465ff9 authored by Matthias Fey's avatar Matthias Fey Committed by GitHub
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README.md
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...@@ -40,11 +40,16 @@ output = spline_conv(src, edge_index, pseudo, weight, kernel_size, ...@@ -40,11 +40,16 @@ output = spline_conv(src, edge_index, pseudo, weight, kernel_size,
Applies the spline-based convolutional operator Applies the spline-based convolutional operator
<p align="center"> <p align="center">
<img width="25%" 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>
over several node features of an input graph. over several node features of an input graph.
The kernel function *g* is defined over the weighted B-spline tensor product basis, as shown below for different B-spline degrees. The kernel function *g* is defined over the weighted B-spline tensor product basis, as shown below for different B-spline degrees.
<p align="center">
<img width="45%" src="https://user-images.githubusercontent.com/6945922/38685443-3a2a0c68-3e72-11e8-8e13-9ce9ad8fe43e.png" />
<img width="45%" src="https://user-images.githubusercontent.com/6945922/38685459-42b2bcae-3e72-11e8-88cc-4b61e41dbd93.png" />
</p>
### Parameters ### Parameters
* **src** *(Tensor or Variable)* - Input node features of shape `(number_of_nodes x in_channels)` * **src** *(Tensor or Variable)* - Input node features of shape `(number_of_nodes x in_channels)`
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