recipe_swiper_app.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from linucb import LinUCBModel\n",
    "from swiper import Swiper\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# load data and saved model\n",
    "df = pd.read_json('recipe_scraper/all_cuisines.json')\n",
    "tuned_inputs = np.load('tuned_inputs.npy', allow_pickle=True).item()\n",
    "X = tuned_inputs['X']\n",
    "linucb_alpha = tuned_inputs['linucb_alpha']\n",
    "model = LinUCBModel(X, linucb_alpha=linucb_alpha)\n",
    "# instantiate swiper\n",
    "swiper = Swiper(df, model)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<h1 align=\"center\"> Recipe Swiper </h1>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<center> Looking for love in a plate of food </center>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<br>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "7c643087a565425cb8982f8d320dd205",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value='')"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "model_id": "5a381ec105664a3da26067d00a957114",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HBox(children=(Button(description='No thanks. :|', style=ButtonStyle()), Button(description='Yes please! :D', …"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "e8b896c712fc441c82a6d381c264e748",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value='<br> <h3 align=\"center\"> Liked recipes: </h3>')"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "48abd98b3c8648f0855a773656dbf428",
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       "version_minor": 0
      },
      "text/plain": [
       "HTML(value='')"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "swiper.run()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "reciper_swiper",
   "language": "python",
   "name": "reciper_swiper"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
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   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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