Unverified Commit f635e2a1 authored by Hongzhi (Steve), Chen's avatar Hongzhi (Steve), Chen Committed by GitHub
Browse files

Polish Tutorial (#5645)

parent 1bd36886
...@@ -1208,15 +1208,8 @@ ...@@ -1208,15 +1208,8 @@
{ {
"cell_type": "markdown", "cell_type": "markdown",
"source": [ "source": [
"## Exercise" "## Exercise \\#1\n",
], "\n",
"metadata": {
"id": "1iBNlJVYz3zi"
}
},
{
"cell_type": "markdown",
"source": [
"*Let's test what you've learned. Feel free to [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dmlc/dgl/blob/master/notebooks/sparse/quickstart.ipynb).*\n", "*Let's test what you've learned. Feel free to [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dmlc/dgl/blob/master/notebooks/sparse/quickstart.ipynb).*\n",
"\n", "\n",
"Given a sparse symmetrical adjacency matrix $A$, calculate its symmetrically normalized adjacency matrix: $$norm = \\bar{D}^{-\\frac{1}{2}}\\bar{A}\\bar{D}^{-\\frac{1}{2}}$$\n", "Given a sparse symmetrical adjacency matrix $A$, calculate its symmetrically normalized adjacency matrix: $$norm = \\bar{D}^{-\\frac{1}{2}}\\bar{A}\\bar{D}^{-\\frac{1}{2}}$$\n",
...@@ -1224,7 +1217,7 @@ ...@@ -1224,7 +1217,7 @@
"Where $\\bar{A} = A + I$, $I$ is the identity matrix, and $\\bar{D}$ is the diagonal node degree matrix of $\\bar{A}$." "Where $\\bar{A} = A + I$, $I$ is the identity matrix, and $\\bar{D}$ is the diagonal node degree matrix of $\\bar{A}$."
], ],
"metadata": { "metadata": {
"id": "yDQ4Kmr_08St" "id": "1iBNlJVYz3zi"
} }
}, },
{ {
...@@ -1254,7 +1247,7 @@ ...@@ -1254,7 +1247,7 @@
{ {
"cell_type": "markdown", "cell_type": "markdown",
"source": [ "source": [
"## Exercise\n", "## Exercise \\#2\n",
"\n", "\n",
"Let's implement a simplified version of the Graph Attention Network (GAT) layer.\n", "Let's implement a simplified version of the Graph Attention Network (GAT) layer.\n",
"\n", "\n",
......
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