From af31770c6f69f8dcad99376c367b1196501008a8 Mon Sep 17 00:00:00 2001 From: Pim Nelissen Date: Tue, 27 Jan 2026 19:46:49 +0100 Subject: [PATCH] re-render notebook --- demo/demo.ipynb | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/demo/demo.ipynb b/demo/demo.ipynb index accea10..3f32067 100644 --- a/demo/demo.ipynb +++ b/demo/demo.ipynb @@ -62,12 +62,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "2026-01-27 19:21:09,113 - INFO: Piecewise regression reduced path from 105 to 4 segments.\n" + "2026-01-27 19:45:14,264 - INFO: Piecewise regression reduced path from 105 to 4 segments.\n" ] }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -139,7 +139,7 @@ { "data": { "text/plain": [ - "[]" + "[Source(name=Unnamed source, strength=100, pos=(100, 100, 0))]" ] }, "execution_count": 5, @@ -188,7 +188,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "id": "df4715c1", "metadata": {}, "outputs": [ @@ -199,7 +199,7 @@ " )" ] }, - "execution_count": 8, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" },