Commit 81abe75f authored by Maximilian Schanner's avatar Maximilian Schanner
Browse files

polish fix

parent 2a30c1fb
......@@ -207,10 +207,6 @@
"execution_count": 9,
"metadata": {},
"outputs": [
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
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