{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Building NARX models using general estimators\n",
    "\n",
    "Example created by Wilson Rocha Lacerda Junior"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this example we will create NARX models using different estimator like GrandientBoostingRegressior, Bayesian Regression, Automatic Relevance Determination (ARD) Regression and Catboost"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "pip install sysidentpy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "10-14 20:29:33 - INFO - Note: NumExpr detected 12 cores but \"NUMEXPR_MAX_THREADS\" not set, so enforcing safe limit of 8.\n",
      "10-14 20:29:33 - INFO - NumExpr defaulting to 8 threads.\n"
     ]
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from sysidentpy.metrics import mean_squared_error\n",
    "from sysidentpy.utils.generate_data import get_siso_data\n",
    "from sysidentpy.general_estimators import NARX\n",
    "from sklearn.linear_model import BayesianRidge, ARDRegression\n",
    "from sklearn.ensemble import GradientBoostingRegressor\n",
    "from catboost import CatBoostRegressor"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# simulated dataset\n",
    "x_train, x_valid, y_train, y_valid = get_siso_data(n=10000,\n",
    "                                                   colored_noise=False,\n",
    "                                                   sigma=0.01,\n",
    "                                                   train_percentage=80)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Importance of the NARX architecture\n",
    "\n",
    "To get an idea of the importance of the NARX architecture, lets take a look in the performance of the models without the NARX configuration."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "catboost = CatBoostRegressor(iterations=300,\n",
    "                             learning_rate=0.1,\n",
    "                             depth=6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "gb = GradientBoostingRegressor(loss='quantile', alpha=0.90,\n",
    "                                n_estimators=250, max_depth=10,\n",
    "                                learning_rate=.1, min_samples_leaf=9,\n",
    "                                min_samples_split=9)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def plot_results(yvalid, yhat):\n",
    "    _, ax = plt.subplots(figsize=(14, 8))\n",
    "    ax.plot(y_valid[:200], label='Data', marker='o')\n",
    "    ax.plot(yhat[:200], label='Prediction', marker='*')\n",
    "    ax.set_xlabel(\"$n$\", fontsize=18)\n",
    "    ax.set_ylabel(\"$y[n]$\", fontsize=18)\n",
    "    ax.grid()\n",
    "    ax.legend(fontsize=18)\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1008x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "catboost.fit(x_train, y_train, verbose=False)\n",
    "\n",
    "plot_results(y_valid, catboost.predict(x_valid))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\wilso\\miniconda3\\envs\\rd\\lib\\site-packages\\sklearn\\utils\\validation.py:63: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n",
      "  return f(*args, **kwargs)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1008x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "gb.fit(x_train, y_train)\n",
    "\n",
    "plot_results(y_valid, gb.predict(x_valid))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Introducing the NARX configuration using SysIdentPy\n",
    "\n",
    "As you can see, you just need to pass the base estimator you want to the NARX class from SysIdentPy do build the NARX model! You can choose the lags of the input and output variables to build the regressor matrix.\n",
    "\n",
    " We keep the fit/predict method to make the process straightforward."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### NARX with Catboost"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "10-14 20:29:57 - INFO - Training the model\n",
      "10-14 20:29:57 - INFO - Creating the regressor matrix\n",
      "10-14 20:29:57 - INFO - The regressor matrix have 5 features\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\wilso\\Desktop\\projects\\GitHub\\sysidentpy\\sysidentpy\\utils\\deprecation.py:27: FutureWarning: Function __init__ has been deprecated since v0.1.7.\n",
      " Use NARXNN(ylag=2, xlag=2, basis_function='Some basis function') instead.This module was deprecated in favor of NARXNN(ylag=2, xlag=2, basis_function='Some basis function') module into which all the refactored classes and functions are moved.\n",
      " This feature will be removed in version v0.2.0.\n",
      "  warnings.warn(message, FutureWarning)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "10-14 20:29:57 - INFO - Done! Model is built!\n",
      "0.00015757931892613298\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\wilso\\Desktop\\projects\\GitHub\\sysidentpy\\sysidentpy\\utils\\deprecation.py:27: FutureWarning: Function residuals has been deprecated since v0.1.7.\n",
      " Use from sysidentpy.residues_correlation import compute_cross_correlation, compute_residues_autocorrelation instead.This module was deprecated in favor of from sysidentpy.residues_correlation import compute_cross_correlation, compute_residues_autocorrelation module into which all the refactored classes and functions are moved.\n",
      " This feature will be removed in version v0.2.0.\n",
      "  warnings.warn(message, FutureWarning)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x576 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from sysidentpy.general_estimators import NARX\n",
    "\n",
    "catboost_narx = NARX(base_estimator=CatBoostRegressor(iterations=300,\n",
    "                                                      learning_rate=0.1,\n",
    "                                                      depth=6),\n",
    "                     xlag=2,\n",
    "                     ylag=2,\n",
    "                     fit_params={'verbose': False}\n",
    ")\n",
    "\n",
    "catboost_narx.fit(x_train, y_train)\n",
    "yhat = catboost_narx.predict(x_valid, y_valid)\n",
    "print(mean_squared_error(y_valid, yhat))\n",
    "\n",
    "ee, ex, extras, lam = catboost_narx.residuals(x_valid, y_valid, yhat)\n",
    "catboost_narx.plot_result(y_valid, yhat, ee, ex, n=200)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### NARX with Gradient Boosting"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "10-14 20:31:18 - INFO - Training the model\n",
      "10-14 20:31:18 - INFO - Creating the regressor matrix\n",
      "10-14 20:31:18 - INFO - The regressor matrix have 5 features\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\wilso\\Desktop\\projects\\GitHub\\sysidentpy\\sysidentpy\\utils\\deprecation.py:27: FutureWarning: Function __init__ has been deprecated since v0.1.7.\n",
      " Use NARXNN(ylag=2, xlag=2, basis_function='Some basis function') instead.This module was deprecated in favor of NARXNN(ylag=2, xlag=2, basis_function='Some basis function') module into which all the refactored classes and functions are moved.\n",
      " This feature will be removed in version v0.2.0.\n",
      "  warnings.warn(message, FutureWarning)\n",
      "C:\\Users\\wilso\\miniconda3\\envs\\rd\\lib\\site-packages\\sklearn\\utils\\validation.py:63: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n",
      "  return f(*args, **kwargs)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "10-14 20:31:26 - INFO - Done! Model is built!\n",
      "0.0010954355385112394\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\wilso\\Desktop\\projects\\GitHub\\sysidentpy\\sysidentpy\\utils\\deprecation.py:27: FutureWarning: Function residuals has been deprecated since v0.1.7.\n",
      " Use from sysidentpy.residues_correlation import compute_cross_correlation, compute_residues_autocorrelation instead.This module was deprecated in favor of from sysidentpy.residues_correlation import compute_cross_correlation, compute_residues_autocorrelation module into which all the refactored classes and functions are moved.\n",
      " This feature will be removed in version v0.2.0.\n",
      "  warnings.warn(message, FutureWarning)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x576 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from sysidentpy.general_estimators import NARX\n",
    "\n",
    "gb_narx = NARX(base_estimator=GradientBoostingRegressor(loss='quantile', alpha=0.90,\n",
    "                                n_estimators=250, max_depth=10,\n",
    "                                learning_rate=.1, min_samples_leaf=9,\n",
    "                                min_samples_split=9),\n",
    "              xlag=2,\n",
    "              ylag=2\n",
    ")\n",
    "\n",
    "gb_narx.fit(x_train, y_train)\n",
    "yhat = gb_narx.predict(x_valid, y_valid)\n",
    "print(mean_squared_error(y_valid, yhat))\n",
    "\n",
    "ee, ex, extras, lam = gb_narx.residuals(x_valid, y_valid, yhat)\n",
    "gb_narx.plot_result(y_valid, yhat, ee, ex, n=200)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### NARX with ARD"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "10-14 20:31:27 - INFO - Training the model\n",
      "10-14 20:31:27 - INFO - Creating the regressor matrix\n",
      "10-14 20:31:27 - INFO - The regressor matrix have 5 features\n",
      "10-14 20:31:27 - INFO - Done! Model is built!\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\wilso\\Desktop\\projects\\GitHub\\sysidentpy\\sysidentpy\\utils\\deprecation.py:27: FutureWarning: Function __init__ has been deprecated since v0.1.7.\n",
      " Use NARXNN(ylag=2, xlag=2, basis_function='Some basis function') instead.This module was deprecated in favor of NARXNN(ylag=2, xlag=2, basis_function='Some basis function') module into which all the refactored classes and functions are moved.\n",
      " This feature will be removed in version v0.2.0.\n",
      "  warnings.warn(message, FutureWarning)\n",
      "C:\\Users\\wilso\\miniconda3\\envs\\rd\\lib\\site-packages\\sklearn\\utils\\validation.py:63: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n",
      "  return f(*args, **kwargs)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0010850265047255031\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\wilso\\Desktop\\projects\\GitHub\\sysidentpy\\sysidentpy\\utils\\deprecation.py:27: FutureWarning: Function residuals has been deprecated since v0.1.7.\n",
      " Use from sysidentpy.residues_correlation import compute_cross_correlation, compute_residues_autocorrelation instead.This module was deprecated in favor of from sysidentpy.residues_correlation import compute_cross_correlation, compute_residues_autocorrelation module into which all the refactored classes and functions are moved.\n",
      " This feature will be removed in version v0.2.0.\n",
      "  warnings.warn(message, FutureWarning)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x576 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from sysidentpy.general_estimators import NARX\n",
    "\n",
    "ARD_narx = NARX(base_estimator=ARDRegression(),\n",
    "                xlag=2,\n",
    "                ylag=2\n",
    ")\n",
    "\n",
    "ARD_narx.fit(x_train, y_train)\n",
    "yhat = ARD_narx.predict(x_valid, y_valid)\n",
    "print(mean_squared_error(y_valid, yhat))\n",
    "\n",
    "ee, ex, extras, lam = ARD_narx.residuals(x_valid, y_valid, yhat)\n",
    "ARD_narx.plot_result(y_valid, yhat, ee, ex, n=200)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### NARX with Bayesian Rigde"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "10-14 20:31:28 - INFO - Training the model\n",
      "10-14 20:31:28 - INFO - Creating the regressor matrix\n",
      "10-14 20:31:28 - INFO - The regressor matrix have 5 features\n",
      "10-14 20:31:28 - INFO - Done! Model is built!\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\wilso\\Desktop\\projects\\GitHub\\sysidentpy\\sysidentpy\\utils\\deprecation.py:27: FutureWarning: Function __init__ has been deprecated since v0.1.7.\n",
      " Use NARXNN(ylag=2, xlag=2, basis_function='Some basis function') instead.This module was deprecated in favor of NARXNN(ylag=2, xlag=2, basis_function='Some basis function') module into which all the refactored classes and functions are moved.\n",
      " This feature will be removed in version v0.2.0.\n",
      "  warnings.warn(message, FutureWarning)\n",
      "C:\\Users\\wilso\\miniconda3\\envs\\rd\\lib\\site-packages\\sklearn\\utils\\validation.py:63: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n",
      "  return f(*args, **kwargs)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0010835020202762794\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\wilso\\Desktop\\projects\\GitHub\\sysidentpy\\sysidentpy\\utils\\deprecation.py:27: FutureWarning: Function residuals has been deprecated since v0.1.7.\n",
      " Use from sysidentpy.residues_correlation import compute_cross_correlation, compute_residues_autocorrelation instead.This module was deprecated in favor of from sysidentpy.residues_correlation import compute_cross_correlation, compute_residues_autocorrelation module into which all the refactored classes and functions are moved.\n",
      " This feature will be removed in version v0.2.0.\n",
      "  warnings.warn(message, FutureWarning)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x576 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from sysidentpy.general_estimators import NARX\n",
    "\n",
    "BayesianRidge_narx = NARX(base_estimator=BayesianRidge(),\n",
    "                          xlag=2,\n",
    "                          ylag=2\n",
    ")\n",
    "\n",
    "BayesianRidge_narx.fit(x_train, y_train)\n",
    "yhat = BayesianRidge_narx.predict(x_valid, y_valid)\n",
    "print(mean_squared_error(y_valid, yhat))\n",
    "\n",
    "ee, ex, extras, lam = BayesianRidge_narx.residuals(x_valid, y_valid, yhat)\n",
    "BayesianRidge_narx.plot_result(y_valid, yhat, ee, ex, n=200)"
   ]
  }
 ],
 "metadata": {
  "interpreter": {
   "hash": "0e65fe37feb8ff9f7778552a28949e943d61f86c936833305e2c18cda5b438ac"
  },
  "kernelspec": {
   "display_name": "Python 3.8.11 64-bit ('rd': conda)",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.11"
  },
  "orig_nbformat": 2
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
