{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "f6bb6939",
   "metadata": {},
   "outputs": [],
   "source": [
    "import warnings\n",
    "\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib as mpl\n",
    "import seaborn as sns\n",
    "\n",
    "# for visuallization\n",
    "import plotly.express as px\n",
    "# import kaleido # comment out for reproducing purposes\n",
    "import scipy\n",
    "from mpl_toolkits.mplot3d import Axes3D\n",
    "from yellowbrick.cluster import KElbowVisualizer\n",
    "# from kneed import KneeLocator\n",
    "\n",
    "%notebook matplotlib\n",
    "from warnings import filterwarnings\n",
    "filterwarnings('ignore')"
   ]
  }
 ],
 "metadata": {},
 "nbformat": 4,
 "nbformat_minor": 5
}