{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Process STDOUT and STDERR is being redirected to /tmp/raylogs/.\n", "Waiting for redis server at 127.0.0.1:35043 to respond...\n", "Waiting for redis server at 127.0.0.1:49923 to respond...\n", "Starting local scheduler with the following resources: {'CPU': 4, 'GPU': 0}.\n", "\n", "======================================================================\n", "View the web UI at http://localhost:8889/notebooks/ray_ui93764.ipynb?token=23507892afd3d95e7604e7cd889b30382368ed888e79fc8c\n", "======================================================================\n", "\n" ] } ], "source": [ "%matplotlib inline\n", "\n", "import numpy as np\n", "import modin.pandas as pd\n", "import matplotlib.pyplot as plt\n", "import sklearn" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", " | Unnamed: 0 | \n", "CRIM | \n", "ZN | \n", "INDUS | \n", "CHAS | \n", "NOX | \n", "RM | \n", "AGE | \n", "DIS | \n", "RAD | \n", "TAX | \n", "PTRATIO | \n", "B | \n", "LSTAT | \n", "PRICE | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "0 | \n", "0.00632 | \n", "18.0 | \n", "2.31 | \n", "0.0 | \n", "0.538 | \n", "6.575 | \n", "65.2 | \n", "4.0900 | \n", "1.0 | \n", "296.0 | \n", "15.3 | \n", "396.90 | \n", "4.98 | \n", "24.0 | \n", "
1 | \n", "1 | \n", "0.02731 | \n", "0.0 | \n", "7.07 | \n", "0.0 | \n", "0.469 | \n", "6.421 | \n", "78.9 | \n", "4.9671 | \n", "2.0 | \n", "242.0 | \n", "17.8 | \n", "396.90 | \n", "9.14 | \n", "21.6 | \n", "
2 | \n", "2 | \n", "0.02729 | \n", "0.0 | \n", "7.07 | \n", "0.0 | \n", "0.469 | \n", "7.185 | \n", "61.1 | \n", "4.9671 | \n", "2.0 | \n", "242.0 | \n", "17.8 | \n", "392.83 | \n", "4.03 | \n", "34.7 | \n", "
3 | \n", "3 | \n", "0.03237 | \n", "0.0 | \n", "2.18 | \n", "0.0 | \n", "0.458 | \n", "6.998 | \n", "45.8 | \n", "6.0622 | \n", "3.0 | \n", "222.0 | \n", "18.7 | \n", "394.63 | \n", "2.94 | \n", "33.4 | \n", "
4 | \n", "4 | \n", "0.06905 | \n", "0.0 | \n", "2.18 | \n", "0.0 | \n", "0.458 | \n", "7.147 | \n", "54.2 | \n", "6.0622 | \n", "3.0 | \n", "222.0 | \n", "18.7 | \n", "396.90 | \n", "5.33 | \n", "36.2 | \n", "