From 198403b3d02bdad5f0151fd0c8eba3be0a69d1b6 Mon Sep 17 00:00:00 2001 From: Luke Zoltan Kelley Date: Tue, 6 Feb 2024 10:45:11 -0800 Subject: [PATCH] Notebook cleanup --- notebooks/host-relations.ipynb | 32 +++++--------------------------- 1 file changed, 5 insertions(+), 27 deletions(-) diff --git a/notebooks/host-relations.ipynb b/notebooks/host-relations.ipynb index aa9b417b..1fadce2b 100644 --- a/notebooks/host-relations.ipynb +++ b/notebooks/host-relations.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -49,20 +49,9 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "mmbulge = holo.relations.MMBulge_Standard()\n", "\n", @@ -82,20 +71,9 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "relation = holo.relations.MMBulge_Redshift_MM2013(zplaw=1.0)\n", "NUM = 1e3\n",