From 2b4af2dff8152c6b5ad831b26717aec640112a99 Mon Sep 17 00:00:00 2001 From: Peter Norvig Date: Tue, 9 Dec 2025 12:09:51 -0800 Subject: [PATCH] Add files via upload --- ipynb/Advent-2025.ipynb | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/ipynb/Advent-2025.ipynb b/ipynb/Advent-2025.ipynb index 1b6b0d7..95acb9a 100644 --- a/ipynb/Advent-2025.ipynb +++ b/ipynb/Advent-2025.ipynb @@ -1964,15 +1964,15 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 67, "id": "80433df6-4c37-4ed8-86cb-234fb0f9c812", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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" + "
" ] }, "metadata": {}, @@ -1983,7 +1983,7 @@ "_, corners = biggest_rectangle(red_tiles)\n", "((x1, y1), (x2, y2)) = corners\n", "\n", - "plt.figure(figsize=(14, 10))\n", + "plt.figure(figsize=(14, 14))\n", "plt.plot(*T(red_tiles), 'r.-')\n", "plt.plot([x1, x1, x2, x2, x1], [y1, y2, y2, y1, y1], 'b:');" ]