From f8ef579995d8e6433f23168693c08955a5eb4073 Mon Sep 17 00:00:00 2001 From: awmatheson Date: Tue, 14 Apr 2020 15:32:29 -0400 Subject: [PATCH 1/3] update notebook --- nb1.ipynb | 39 ++++++++++++++++++++++++++++++++------- 1 file changed, 32 insertions(+), 7 deletions(-) diff --git a/nb1.ipynb b/nb1.ipynb index 24f453d..53c13b6 100644 --- a/nb1.ipynb +++ b/nb1.ipynb @@ -2,18 +2,19 @@ "cells": [ { "cell_type": "code", - "execution_count": 22, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "from sklearn.datasets import load_iris\n", - "from matplotlib import pyplot as plt" + "from matplotlib import pyplot as plt\n", + "from pandas.plotting import scatter_matrix" ] }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -98,7 +99,7 @@ "4 5.0 3.6 1.4 0.2 0" ] }, - "execution_count": 23, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -113,7 +114,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -225,7 +226,7 @@ "max 7.900000 4.400000 6.900000 2.500000 2.000000" ] }, - "execution_count": 24, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -236,7 +237,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -258,6 +259,30 @@ "plt.show()" ] }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# scatter plot matrix\n", + "scatter_matrix(data[['sepal-length', 'sepal-width', 'petal-length', 'petal-width']])\n", + "plt.show()" + ] + }, { "cell_type": "code", "execution_count": null, From c2c937447457f22572e25e58a3554f25244004c7 Mon Sep 17 00:00:00 2001 From: awmatheson Date: Tue, 14 Apr 2020 15:35:34 -0400 Subject: [PATCH 2/3] update workflow --- .github/{ => workflows}/nb-diff.yml | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename .github/{ => workflows}/nb-diff.yml (100%) diff --git a/.github/nb-diff.yml b/.github/workflows/nb-diff.yml similarity index 100% rename from .github/nb-diff.yml rename to .github/workflows/nb-diff.yml From 4e62c2c579e6fba0fff003529f4da60e8c17d9d7 Mon Sep 17 00:00:00 2001 From: awmatheson Date: Tue, 14 Apr 2020 15:38:04 -0400 Subject: [PATCH 3/3] update workflow --- diff.sh | 1 + 1 file changed, 1 insertion(+) diff --git a/diff.sh b/diff.sh index 6e1596d..dcb012d 100755 --- a/diff.sh +++ b/diff.sh @@ -10,5 +10,6 @@ do if $output then nbdiff master $f --output `$f.diff` + fi nbdiff master $f -s -o -m -a done \ No newline at end of file