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@a-y-khan
Last active January 9, 2019 07:09
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 216x72 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 288x72 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 360x72 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x72 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 504x72 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 576x72 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 648x72 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 720x72 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 792x72 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"from yellowbrick.style.palettes import SEQUENCES, color_palette\n",
"%matplotlib inline\n",
"\n",
"for num, palette in SEQUENCES['RdGy'].items():\n",
" color_palette(palette).plot()\n",
" plt.title(\"RdGy - {}\".format(num), loc='left')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.0"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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