diff --git "a/main.ipynb" "b/main.ipynb"
--- "a/main.ipynb"
+++ "b/main.ipynb"
@@ -30,7 +30,7 @@
{
"data": {
"application/vnd.jupyter.widget-view+json": {
- "model_id": "5890ab80f1314000affd1873bfb0f329",
+ "model_id": "30de2fbd3ee946cbb18d8d65e2514387",
"version_major": 2,
"version_minor": 0
},
@@ -89,29 +89,7 @@
"execution_count": null,
"id": "88f4fc8f-efa9-404b-9073-c7d4a73f9075",
"metadata": {},
- "outputs": [
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "112it [01:34, 1.34it/s]"
- ]
- },
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Not centers with enough support!\n"
- ]
- },
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "137it [01:53, 1.36it/s]"
- ]
- }
- ],
+ "outputs": [],
"source": [
"random.seed(0)\n",
"np.random.seed(0)\n",
@@ -160,7 +138,7 @@
},
{
"cell_type": "code",
- "execution_count": 122,
+ "execution_count": 69,
"id": "70c53366-f1fe-47d7-b815-1eb2f1431f69",
"metadata": {},
"outputs": [],
@@ -179,7 +157,7 @@
},
{
"cell_type": "code",
- "execution_count": 124,
+ "execution_count": 70,
"id": "2816dcb2-1802-40d3-8dd5-2ab7c39d90bf",
"metadata": {},
"outputs": [
@@ -187,22 +165,22 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "[ 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17] [ 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17]\n",
- "5.115907697472721e-13 0.0 0.0 0.0 10072.13384355402\n",
- "1.0\n"
+ "[0 1 2 3 4 5 6 7 8] [ 5 6 0 4 3 15 8 7 16]\n",
+ "1808.711001352663 0.0 8260.721159421442 0.0 6681.711893031297\n",
+ "1.6631176981951867\n"
]
}
],
"source": [
- "print(my_compute_WED(np.array(entry['wf_vertices']),\n",
- " [(0,0)],\n",
+ "print(my_compute_WED(vertices,\n",
+ " edges,\n",
" np.array(entry['wf_vertices']),\n",
" np.array(entry['wf_edges'])))"
]
},
{
"cell_type": "code",
- "execution_count": 126,
+ "execution_count": 71,
"id": "37303054-12bd-42d1-8767-392713e7aa0b",
"metadata": {},
"outputs": [
@@ -210,10 +188,10 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "(18, 3) 25\n",
- "[ 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16] [ 2 1 10 5 9 4 3 13 11 12 15 7 16 6 14 17 0]\n",
- "10543.81481118999 0.0 917.8579066023825 0.0 2063.2508686616707\n",
- "1.342806181543124\n"
+ "(18, 3) 9\n",
+ "[0 1 2 3 4 5 6 7 8] [ 5 6 0 4 3 14 8 7 17]\n",
+ "393.0263037233088 0.0 8260.721159421442 0.0 6681.711893031297\n",
+ "1.5225631027521005\n"
]
},
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",
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