From ce4fee262ed57a78458f1f56607fb1eea571cecc Mon Sep 17 00:00:00 2001 From: rstiskalek Date: Tue, 17 Sep 2024 13:11:53 +0100 Subject: [PATCH] Update nb --- .../flow/reconstruction_comparison.ipynb | 44 ++----------------- 1 file changed, 4 insertions(+), 40 deletions(-) diff --git a/notebooks/flow/reconstruction_comparison.ipynb b/notebooks/flow/reconstruction_comparison.ipynb index 7281467..089fa8e 100644 --- a/notebooks/flow/reconstruction_comparison.ipynb +++ b/notebooks/flow/reconstruction_comparison.ipynb @@ -1451,27 +1451,9 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Saving to `../../plots/void_goodness_of_fit_observer.png`.\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "with plt.style.context('science'):\n", " plt.rcParams.update({'font.size': 9})\n", @@ -1571,27 +1553,9 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Saving to `../../plots/void_sigma_v_per_observer_no_Vext.png`.\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "with plt.style.context('science'):\n", " plt.rcParams.update({'font.size': 9})\n",