Update Day 1_Data_Preprocessing.ipynb
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@ -19,7 +19,17 @@
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},
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"cell_type": "code",
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"execution_count": 36,
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"execution_count": 7,
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"metadata": {},
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"outputs": [],
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"source": [
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"import numpy as np\n",
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"import pandas as pd"
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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": 8,
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"metadata": {},
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"outputs": [
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{
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@ -42,10 +52,6 @@
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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": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"from sklearn.preprocessing import OneHotEncoder\n",
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"enc = OneHotEncoder(handle_unknown='ignore')\n",
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@ -63,16 +69,19 @@
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">>> enc.get_feature_names(['gender', 'group'])\n",
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"array(['gender_Female', 'gender_Male', 'group_1', 'group_2', 'group_3'],\n",
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" dtype=object)"
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]
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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": 4,
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"metadata": {},
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"outputs": [],
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"source": [
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"import numpy as np\n",
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"import pandas as pd"
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"execution_count": 11,
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"outputs": [
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{
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"output_type": "error",
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"ename": "SyntaxError",
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"evalue": "invalid syntax (<ipython-input-11-44f585aeb41d>, line 4)",
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"traceback": [
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"\u001b[1;36m File \u001b[1;32m\"<ipython-input-11-44f585aeb41d>\"\u001b[1;36m, line \u001b[1;32m4\u001b[0m\n\u001b[1;33m >>> enc.fit(X)\u001b[0m\n\u001b[1;37m ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m invalid syntax\n"
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]
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}
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]
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},
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{
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@ -85,7 +94,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 57,
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"execution_count": 12,
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"metadata": {},
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"outputs": [
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{
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@ -120,7 +129,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 58,
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"execution_count": 13,
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"metadata": {},
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"outputs": [
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{
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@ -161,7 +170,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 59,
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"execution_count": 14,
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"metadata": {},
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"outputs": [
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{
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@ -202,7 +211,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 60,
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"execution_count": 15,
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"metadata": {},
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"outputs": [
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{
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@ -238,7 +247,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 44,
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"execution_count": 16,
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"metadata": {},
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"outputs": [
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{
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@ -268,15 +277,6 @@
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"source": [
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"<b>完整的项目请前往Github项目<a href=\"https://github.com/MachineLearning100/100-Days-Of-ML-Code\">100-Days-Of-ML-Code</a>查看。有任何的建议或者意见欢迎在issue中提出~</b>"
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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": null,
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"metadata": {
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"collapsed": true
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},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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