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seanlawseanlaw
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Added AB-Join Tutorial, Updated Shapelet Tutorial
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‎docs/Tutorial_AB_Joins.ipynb‎

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{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Matrix Profile"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [],
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"source": [
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"%matplotlib inline\n",
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"\n",
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"import stumpy\n",
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"import pandas as pd\n",
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"import numpy as np\n",
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"from zipfile import ZipFile\n",
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"from io import BytesIO\n",
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"import os\n",
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"from urllib.request import urlopen\n",
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"from scipy.io import loadmat\n",
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"import matplotlib.pyplot as plt"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"fzip = ZipFile(BytesIO(urlopen(\"https://www.dropbox.com/s/ybzkw5v6h46bv22/figure9_10.zip?dl=1&sa=D&sntz=1&usg=AFQjCNEDp3G8OKGC-Zj5yucpSSCz7WRpRg\").read()))\n",
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"mat = fzip.extract(\"figure9_10/data.mat\")\n",
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"data = loadmat(mat)\n",
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"queen_df = pd.DataFrame(data['mfcc_queen'][0], columns=['under_pressure'])\n",
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"vanilla_ice_df = pd.DataFrame(data['mfcc_vanilla_ice'][0], columns=['ice_ice_baby'])\n",
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"os.remove(mat)"
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]
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