{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/gist/ArtemMareev/1b2d9cc2b3631638e1cc19867b5cce72/-_2025_-_1-ipynb.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "Программный код реализующий расчеты эксперимента, описанного в статье\n",
        "Мареева А. В. Янгалышева В. Р., Макеева А. В.\n",
        "\n",
        "\"**Отслеживание смещений на основе эффекта расходимости лазерного луча с помощью алгоритмов компьютерного зрения**\"\n",
        "\n",
        "**Аннотация статьи**:\n",
        "\n",
        "В статье представлена оценка возможности использования алгоритмов и программ технического зрения для развития систем наблюдения геодезического, постоянно действующего мониторинга. В частности, рассмотрены возможности отслеживания изменения расстояний на основе эффекта расходимости лазерного пучка для формирования измерительного узла автоматизированной системы наблюдений, содержащей полупроводниковый лазер, малобюджетный модуль с цифровой видеокамерой ESP32 CAM c экраном и поляризационным светофильтром. Путем экспериментального исследования показана возможность оценки изменения расстояний между источником лазерного излучения и экраном с ошибкой порядка 3 мм на расстояниях от 15 до 50 м. Представлено открытое программное обеспечение для обработки видеоизображения лазерного пятна в целях геодезического мониторинга и экспериментальные данные для совершенствования алгоритмов технического зрения.\n",
        "\n",
        "**Условная схема экспериментальной установки**:\n",
        "\n",
        "![image.png](data:image/png;base64,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)"
      ],
      "metadata": {
        "id": "XHJ2bYsR3hsa"
      }
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "tL7ffCyIXSP5"
      },
      "source": [
        "# Иморт необходимых библиотек"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "id": "wd6Z3ddtXJEX"
      },
      "outputs": [],
      "source": [
        "%%capture\n",
        "import pandas as pd\n",
        "import numpy as np\n",
        "from numpy import sin, cos, tan, pi, random, sum, polyfit\n",
        "from numpy.polynomial import Polynomial\n",
        "from scipy.stats import pearsonr\n",
        "!pip install osfclient  # установка клиента для хранилища данных OSF\n",
        "!osf -p xcwud clone\n",
        "import matplotlib.pyplot as plt\n",
        "\n",
        "from sklearn.linear_model import LinearRegression\n",
        "from sklearn.metrics import mean_squared_error, mean_absolute_error\n",
        "#from sklearn.model_selection import train_test_split\n",
        "\n",
        "from sklearn.base import BaseEstimator\n",
        "from scipy.stats import shapiro\n",
        "\n",
        "from sklearn.linear_model import (\n",
        "    LinearRegression,\n",
        "    HuberRegressor,\n",
        "    RANSACRegressor,\n",
        "    TheilSenRegressor,\n",
        "    Ridge,  # Добавлен Ridge\n",
        "    Lasso,  # Добавлен Lasso\n",
        ")\n",
        "from sklearn.preprocessing import PolynomialFeatures\n",
        "from sklearn.pipeline import make_pipeline"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "2R6QWKm2TwHn"
      },
      "source": [
        "# Специальные функции"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {
        "id": "Oo_nisFHW4oQ"
      },
      "outputs": [],
      "source": [
        "def process_experimental_data(file_paths):\n",
        "    \"\"\"\n",
        "    Функция чтения предобработки и объединения данных из нескольких CSV-файлов.\n",
        "    Убирает нерелевантные эпохи из фалов наблюдений (те что не связаны эталонными смещениями)\n",
        "    Параметры:\n",
        "        file_paths: список путей к CSV-файлам с данными\n",
        "    Возвращает:\n",
        "        Обработанный DataFrame с объединенными данными\n",
        "    \"\"\"\n",
        "    dfs = []\n",
        "    for file_path in file_paths:\n",
        "        df = pd.read_csv(file_path, delimiter=';', header=None, skiprows=1)\n",
        "        df = df.iloc[2:]  # Пропускаем первую строку данных\n",
        "        df = df[df[6] != 'False']  # Фильтрация строк\n",
        "        df = df[df[6] != 'NaN']  # Фильтрация строк\n",
        "        dfs.append(df)\n",
        "    combined_df = pd.concat(dfs, ignore_index=True)\n",
        "    combined_df.reset_index(drop=True, inplace=True)\n",
        "    return combined_df\n",
        "\n",
        "def spot_center_mass_estimator(x_string, y_string):\n",
        "    \"\"\"Расчёт позиции центра масс лазерного пучка по координатам контура.\"\"\"\n",
        "    y_LP = np.array(list(map(int, y_string.split(','))))\n",
        "    y_LP = np.array(list(map(int, x_string.split(','))))\n",
        "    center_mass_x = sum(y_LP) / len(y_LP)\n",
        "    center_mass_y = sum(y_LP) / len(y_LP)\n",
        "    return center_mass_x, center_mass_y\n",
        "\n",
        "def area_center_mass_estimator(x_string, y_string, ref_cam_calibration_x,\n",
        "                             ref_cam_calibration_y, ref_cam_scale,\n",
        "                             start_point_x, start_point_y, processing_params):\n",
        "    \"\"\"\n",
        "    Расчёт площади лазерного пучка и координаты центра масс.\n",
        "    Используется для обработки измерений, выполнененых для калибровки камеры\n",
        "\n",
        "    Параметры:\n",
        "        x_string, y_string: строки с координатами\n",
        "        ref_cam_calibration_x, _y: функции калибровки\n",
        "        ref_cam_scale: масштаб\n",
        "        start_point_x, _y: начальные точки\n",
        "\n",
        "    Возвращает:\n",
        "        Кортеж (площадь, center_mass_x, center_mass_y)\n",
        "    \"\"\"\n",
        "    y_LP = np.array(list(map(int, y_string.split(','))))\n",
        "    x_LP = np.array(list(map(int, x_string.split(','))))\n",
        "    shift_y = np.zeros(len(y_LP))\n",
        "    shift_x = np.zeros(len(y_LP))\n",
        "\n",
        "    for i in range(len(y_LP)):\n",
        "        shift_y[i] = ref_cam_calibration_y(y_LP[i])\n",
        "        shift_x[i] = ref_cam_calibration_x(x_LP[i])\n",
        "\n",
        "    y = y_LP * ref_cam_scale + shift_y - start_point_y\n",
        "    x = x_LP * ref_cam_scale + shift_x - start_point_x\n",
        "\n",
        "    center_mass_x = sum(x) / len(x)\n",
        "    center_mass_y = sum(y) / len(y)\n",
        "\n",
        "    # Формула Гаусса для площади\n",
        "    area_gauss = 0.5 * np.abs(np.dot(x, np.roll(y, 1)) - np.dot(y, np.roll(x, 1)))\n",
        "    if len(y) >processing_params['min_samples']:\n",
        "      area_ell_LS=ell_area_LS(x,y, processing_params)\n",
        "\n",
        "      area_ell_robust=ell_area_robust(x,y, processing_params)\n",
        "\n",
        "    else :\n",
        "      area_ell_LS=None\n",
        "      area_ell_robust=None\n",
        "    return area_gauss, area_ell_LS, area_ell_robust, center_mass_x, center_mass_y, y, x\n",
        "\n",
        "\n",
        "def plot_ts(array):\n",
        "    \"\"\"Вспомогательная функция для вывода графиков временных рядов.\"\"\"\n",
        "    df_plot = pd.DataFrame(array)\n",
        "    df_plot.plot()\n",
        "\n",
        "def cam_calibration (x_coords, y_coords, site_params, ref_cam_p):\n",
        "    \"\"\"Вспомогательная функция для ввода  поправок за дисторсию камеры в координаты контура\n",
        "    лазерного пучка.\n",
        "    \"\"\"\n",
        "    y_LP = np.array(list(map(int, y_coords.split(','))))  # преобразования списка x-координаты в массив numpy\n",
        "    x_LP = np.array(list(map(int, x_coords.split(',')))) # преобразования списка y-координаты в массив numpy\n",
        "\n",
        "    # инициализация массивов для поправок\n",
        "    shift_y = np.zeros(len(y_LP))\n",
        "    shift_x = np.zeros(len(y_LP))\n",
        "    #расчёт поправок\n",
        "    for i in range(len(y_LP)):\n",
        "        shift_y[i] = ref_cam_p['r_c_c_y'](y_LP[i])\n",
        "        shift_x[i] = ref_cam_p['r_c_c_x'](x_LP[i])\n",
        "     #ввод поправок\n",
        "    y = y_LP * ref_cam_p['r_c_s'] + shift_y - ref_cam_p['r_c_s_p_y']\n",
        "    x = x_LP * ref_cam_p['r_c_s'] + shift_x - ref_cam_p['r_c_s_p_x']\n",
        "    return x, y"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {
        "id": "migDOWJjTIM4"
      },
      "outputs": [],
      "source": [
        "def process_points(x_coords, y_coords, eth, k, regression_params, ref_cam_p,site_params, num_points_min):\n",
        "    \"\"\" вспомогательная функция обработки точек.\n",
        "          Также в этой функции для отдельной эпохи выполняется оценка параметров сплайна,\n",
        "          описывающего форму лазерного пучка. Выполняется расчет центра масс пучка, и\n",
        "          площадь по формуле Гаусса. Также ведется обращение к функции расчета площади по\n",
        "          параметрам сплайна.\n",
        "    \"\"\"\n",
        "    #Ввод поправочных коэффициентов за влияние дисторсии камеры\n",
        "    x, y = cam_calibration (x_coords,y_coords,site_params, ref_cam_p)\n",
        "\n",
        "    # Расчет центра масс\n",
        "    center_x = np.mean(x)\n",
        "    center_y = np.mean(y)\n",
        "\n",
        "    # Расчет площади по формуле Гаусса\n",
        "    def calculate_area(x, y):\n",
        "        return 0.5 * np.abs(np.dot(x, np.roll(y, 1)) - np.dot(y, np.roll(x, 1)))\n",
        "\n",
        "    area = calculate_area(x, y)\n",
        "\n",
        "    #Расчет параметров сплайна:\n",
        "\n",
        "    if len(x) > num_points_min :\n",
        "        # Перенос начала координат в центр масс\n",
        "        x_centered = x - center_x\n",
        "        y_centered = y - center_y\n",
        "\n",
        "        # Расчет углов (в градусах) для каждой точки\n",
        "        angles = np.degrees(np.arctan2(y_centered, x_centered)) % 360\n",
        "\n",
        "        # Создание секторов\n",
        "        sector_edges = np.linspace(0, 360, k + 1)\n",
        "        sectors = []\n",
        "\n",
        "        for i in range(k):\n",
        "            # Определение границ сектора\n",
        "            lower = sector_edges[i]\n",
        "            upper = sector_edges[i + 1]\n",
        "\n",
        "            # Проверка для последнего сектора\n",
        "            if i == k - 1:\n",
        "                mask = (angles >= lower) & (angles <= upper)\n",
        "            else:\n",
        "                mask = (angles >= lower) & (angles < upper)\n",
        "\n",
        "            # Получение точек сектора\n",
        "            sector_x = x_centered[mask]\n",
        "            sector_y = y_centered[mask]\n",
        "\n",
        "            # Сортировка точек по углу\n",
        "            sector_angles = angles[mask]\n",
        "            sort_order = np.argsort(sector_angles)\n",
        "            sector_x_sorted = sector_x[sort_order]\n",
        "            sector_y_sorted = sector_y[sort_order]\n",
        "\n",
        "            sectors.append((sector_x_sorted, sector_y_sorted))\n",
        "\n",
        "        # Аппроксимация полиномами для каждого сектора (сплайна)\n",
        "\n",
        "        curves_areas=[]\n",
        "        coefficients = []\n",
        "\n",
        "        for sector_x, sector_y in sectors:\n",
        "            if len(sector_x) > regression_params['degree']:\n",
        "                coeffs=fit_polynomial_regression(sector_x, sector_y, regression_params)\n",
        "                curve_area=calculate_area_under_curve(sector_x, sector_y, coeffs)\n",
        "                if curve_area <0 : curve_area=-curve_area\n",
        "\n",
        "            else:\n",
        "                coeffs = np.full(regression_params['degree'] + 1, np.nan)# здесь изменние\n",
        "                curve_area=np.full(1, np.nan)\n",
        "\n",
        "            coefficients.append(coeffs)\n",
        "            curves_areas.append(curve_area)\n",
        "\n",
        "        # Создание плоского словаря для одной строки DataFrame\n",
        "        result = {\n",
        "            'center_x': float(center_x),\n",
        "            'center_y': float(center_y),\n",
        "            'total_area': float(area),\n",
        "            'curves_areas_summ' : float (sum(curves_areas)),\n",
        "            'ethalon_value': float (eth)\n",
        "        }\n",
        "\n",
        "        # Добавление коэффициентов полиномов для каждого сектора\n",
        "        for i, coeff in enumerate(coefficients):\n",
        "            for j, val in enumerate(coeff):\n",
        "                result[f'sector_{i}_coeff_{j}'] = float(val) if not np.isnan(val) else np.nan\n",
        "\n",
        "    else: result=0\n",
        "    return result\n",
        "\n",
        "def array_preparation (Data,k,params,ref_cam_p,site_params, num_points_min):\n",
        "    \"\"\"\n",
        "          Функция для формирования временного ряда при обработке сессии записи измерений с\n",
        "          обращением к функции обработки точек контура отдельной эпохи\n",
        "    \"\"\"\n",
        "    #n - степень полинома\n",
        "    #k - количество секторов разбиения\n",
        "    #num_points_min - минимальное количество точек контура допускающиеся в обработку\n",
        "    #предназначена для фильтрация выбросов\n",
        "\n",
        "\n",
        "    result=process_points(Data[9][0], Data[10][0],Data[6][0], k, params,ref_cam_p,site_params,num_points_min)\n",
        "    df=pd.DataFrame([result])\n",
        "    for j in range (len(Data)):\n",
        "        result=process_points(Data[9][j], Data[10][j],Data[6][j], k, params,ref_cam_p,site_params, num_points_min)\n",
        "\n",
        "        if result == 0: error_area_val=j\n",
        "        else :\n",
        "            df_i=pd.DataFrame([result])\n",
        "            df=pd.concat([df, df_i])\n",
        "    return df\n",
        "\n",
        "def calculate_area_under_curve(x_coords, y_coords, polynomial_coeffs):\n",
        "    \"\"\"\n",
        "    Вычисляет площадь под кривой, заданной полиномом, между крайними точками по X.\n",
        "\n",
        "    Параметры:\n",
        "    -----------\n",
        "    x_coords : array_like\n",
        "        Массив x-координат точек кривой.\n",
        "    y_coords : array_like\n",
        "        Массив y-координат точек кривой (необязательный, если polynomial_coeffs заданы).\n",
        "    polynomial_coeffs : array_like\n",
        "        Коэффициенты полинома в формате numpy.polynomial.Polynomial.\n",
        "\n",
        "    Возвращает:\n",
        "    -----------\n",
        "    float\n",
        "        Площадь под кривой между минимальным и максимальным X.\n",
        "    \"\"\"\n",
        "    # Определяем пределы интегрирования (крайние точки по X)\n",
        "    x_min = np.min(x_coords)\n",
        "    x_max = np.max(x_coords)\n",
        "\n",
        "    # Создаем полином из коэффициентов\n",
        "    poly = Polynomial(polynomial_coeffs)\n",
        "\n",
        "    # Вычисляем интеграл полинома от x_min до x_max\n",
        "    area = poly.integ()(x_max) - poly.integ()(x_min)\n",
        "\n",
        "    return area\n",
        "\n",
        "def distance_est (pupil_LS_area, initial_distance, area_time_serie) :\n",
        "    \"\"\"\n",
        "          Функция для расчета составляющей изменения расстояния связаной\n",
        "          с изменением площади лазерного пучка\n",
        "    \"\"\"\n",
        "    tetha=(np.sqrt(area_time_serie[0]/np.pi)-pupil_LS_area)/initial_distance\n",
        "    delL=(area_time_serie-area_time_serie[0]/(2*tetha))*np.sqrt(np.pi/area_time_serie[0])\n",
        "    distance=delL-delL[0]\n",
        "\n",
        "    return distance\n",
        "\n",
        "def distance_est_ts (Data, site_params):\n",
        "    \"\"\"\n",
        "          Функция для расчета временного ряда составляющей изменения расстояния связаной\n",
        "          с изменением площади лазерного пучка (для всего сеанса)\n",
        "    \"\"\"\n",
        "    R_LS=np.array([site_params['L_s_v_E'],site_params['L_s_v_N'],site_params['L_s_v_U']])\n",
        "    R_LW=np.array([site_params['L_p_v_E'],site_params['L_p_v_N'],site_params['L_p_v_U']])\n",
        "    R_L=R_LW-R_LS\n",
        "    pupil_LS_area=site_params['L_p_radi']**2*pi\n",
        "    initial_distance=np.linalg.norm(R_L)\n",
        "\n",
        "    dis_gauss=distance_est (pupil_LS_area, initial_distance,Data['total_area'])\n",
        "    dis_regression=distance_est (pupil_LS_area, initial_distance, Data['curves_areas_summ'])\n",
        "\n",
        "    df = pd.DataFrame({\n",
        "        'Gauss': dis_gauss,\n",
        "        'Regression': dis_regression,\n",
        "        'eth_value' : Data['ethalon_value']/1000\n",
        "    })\n",
        "    return df"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {
        "id": "kT1wLoIjXg3R"
      },
      "outputs": [],
      "source": [
        "def fit_polynomial_regression(\n",
        "    x: np.ndarray,\n",
        "    y: np.ndarray,\n",
        "    regressor_params: dict,\n",
        ") -> np.ndarray:\n",
        "    \"\"\"\n",
        "    Подбирает полиномиальную регрессию с заданным типом регрессора и возвращает коэффициенты.\n",
        "\n",
        "    Параметры:\n",
        "    -----------\n",
        "    x : np.ndarray\n",
        "        Массив x-координат.\n",
        "    y : np.ndarray\n",
        "        Массив y-координат.\n",
        "    regressor_params : dict\n",
        "        Словарь с параметрами:\n",
        "        - \"regressor\" (str): Один из [\"linear\", \"huber\", \"ransac\", \"theilsen\", \"ridge\", \"lasso\"].\n",
        "        - \"degree\" (int): Степень полинома.\n",
        "        - \"regressor_kwargs\" (dict, опционально): Доп. параметры регрессора.\n",
        "\n",
        "    Возвращает:\n",
        "    -----------\n",
        "    np.ndarray\n",
        "        Коэффициенты полинома в порядке возрастания степеней (1, x, x², ...).\n",
        "    \"\"\"\n",
        "    regressor_name = regressor_params.get(\"regressor\", \"linear\").lower()\n",
        "    degree = regressor_params.get(\"degree\", 1)\n",
        "    regressor_kwargs = regressor_params.get(\"regressor_kwargs\", {})\n",
        "\n",
        "    # Словарь доступных регрессоров (добавлены Ridge и Lasso)\n",
        "    regressor_map = {\n",
        "        \"linear\": LinearRegression,\n",
        "        \"huber\": HuberRegressor,\n",
        "        \"ransac\": RANSACRegressor,\n",
        "        \"theilsen\": TheilSenRegressor,\n",
        "        \"ridge\": Ridge,  # Ridge регрессия\n",
        "        \"lasso\": Lasso,  # Lasso регрессия\n",
        "    }\n",
        "\n",
        "    if regressor_name not in regressor_map:\n",
        "        raise ValueError(\n",
        "            f\"Неизвестный регрессор: {regressor_name}. \"\n",
        "            f\"Допустимые: {list(regressor_map.keys())}\"\n",
        "        )\n",
        "\n",
        "    # Создаём регрессор\n",
        "    RegressorClass = regressor_map[regressor_name]\n",
        "    regressor = RegressorClass(**regressor_kwargs)\n",
        "\n",
        "    # Полиномиальные признаки + регрессор\n",
        "    model = make_pipeline(\n",
        "        PolynomialFeatures(degree=degree, include_bias=True),\n",
        "        regressor,\n",
        "    )\n",
        "\n",
        "    # Обучение модели\n",
        "    model.fit(x.reshape(-1, 1), y)\n",
        "\n",
        "    # Извлечение коэффициентов\n",
        "    if regressor_name == \"linear\":\n",
        "        intercept = model.named_steps['linearregression'].intercept_\n",
        "        coef = model.named_steps['linearregression'].coef_\n",
        "    elif regressor_name == \"huber\":\n",
        "        intercept = model.named_steps['huberregressor'].intercept_\n",
        "        coef = model.named_steps['huberregressor'].coef_\n",
        "    elif regressor_name == \"ransac\":\n",
        "        intercept = model.named_steps['ransacregressor'].estimator_.intercept_\n",
        "        coef = model.named_steps['ransacregressor'].estimator_.coef_\n",
        "    elif regressor_name == \"theilsen\":\n",
        "        intercept = model.named_steps['theilsenregressor'].intercept_\n",
        "        coef = model.named_steps['theilsenregressor'].coef_\n",
        "    elif regressor_name == \"ridge\":\n",
        "        intercept = model.named_steps['ridge'].intercept_\n",
        "        coef = model.named_steps['ridge'].coef_\n",
        "    elif regressor_name == \"lasso\":\n",
        "        intercept = model.named_steps['lasso'].intercept_\n",
        "        coef = model.named_steps['lasso'].coef_\n",
        "\n",
        "    # Собираем коэффициенты (intercept + coef[1:], так как coef[0] соответствует bias)\n",
        "    coeffs = np.concatenate([[intercept], coef[1:]])\n",
        "\n",
        "    return coeffs\n",
        "\n",
        "\n",
        "def linear_regression_to_dist (df, predictor_lis_name,num_epochs):\n",
        "    \"\"\"\n",
        "          Функция для расчета параметров множественной линейной регрессии под\n",
        "          условием МНК\n",
        "    \"\"\"\n",
        "    X = df[predictor_lis_name]  # Предикторы\n",
        "    y = df['ethalon_value']  # Отклик\n",
        "    X1=X[:num_epochs]\n",
        "    y1=y[:num_epochs]\n",
        "    # Создание и оценка коэффициентов модеи\n",
        "    model = LinearRegression()\n",
        "    model.fit(X1, y1)\n",
        "    # Расчет значений расстояний с использованием модели\n",
        "    y_pred = model.predict(X)\n",
        "    return y_pred, model"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "def analyze_distance_errors(df):\n",
        "    \"\"\"\n",
        "    Анализирует ошибки определения расстояний по сравнению с эталонными значениями.\n",
        "\n",
        "    Параметры:\n",
        "    ----------\n",
        "    df : pd.DataFrame\n",
        "        DataFrame с колонками: ethalon_value, dist_MLR_G, dist_MLR_S, dist_Gauss.\n",
        "\n",
        "    Возвращает:\n",
        "    -----------\n",
        "    dict\n",
        "        Словарь с результатами статистического анализа и теста Шапиро-Уилка.\n",
        "    \"\"\"\n",
        "\n",
        "    # Создаем копию DataFrame, чтобы не изменять исходный\n",
        "    df_processed = df.copy()\n",
        "\n",
        "    # Умножаем dist_splain и dist_Gauss на 1000 для приведения к общей размерности\n",
        "    df_processed['dist_Gauss'] = df_processed['dist_Gauss'] * 1000\n",
        "\n",
        "    # Вычисляем ошибки (разности с эталоном)\n",
        "    errors = {\n",
        "        'error_MLR_G': df_processed['dist_MLR_G'] - df_processed['ethalon_value'],\n",
        "        'error_MLR_S': df_processed['dist_MLR_S'] - df_processed['ethalon_value'],\n",
        "        'error_Gauss': df_processed['dist_Gauss'] - df_processed['ethalon_value']\n",
        "    }\n",
        "\n",
        "    # Создаем DataFrame ошибок\n",
        "    errors_df = pd.DataFrame(errors)\n",
        "\n",
        "    # Вычисляем статистики для каждой ошибки\n",
        "    results = {}\n",
        "    for col in errors_df.columns:\n",
        "        # Статистики\n",
        "        mean = np.mean(errors_df[col])\n",
        "        std = np.std(errors_df[col], ddof=1)\n",
        "\n",
        "        # Тест Шапиро-Уилка\n",
        "        shapiro_stat, shapiro_p = shapiro(errors_df[col])\n",
        "\n",
        "        # Сохраняем результаты\n",
        "        results[col] = {\n",
        "            'mean_error': mean,\n",
        "            'std_error': std,\n",
        "            'full_error': np.sqrt(mean**2+std**2),\n",
        "            'shapiro_stat': shapiro_stat,\n",
        "            'shapiro_p_value': shapiro_p,\n",
        "            'is_normal': shapiro_p > 0.05  # Проверка на нормальность при alpha=0.05\n",
        "        }\n",
        "\n",
        "    # Визуализация временных рядов\n",
        "    plt.figure(figsize=(12, 6))\n",
        "\n",
        "    plt.plot(df_processed['ethalon_value'], label='Эталонные смещения', linewidth=3)\n",
        "    plt.plot(df_processed['dist_MLR_G'], label='МЛР с площадью по Гауссу')\n",
        "    plt.plot(df_processed['dist_Gauss'], label='Гаусс', linewidth=0.7)\n",
        "    plt.plot(df_processed['dist_MLR_S'], label='МЛР с площадью по Сплайну', linewidth=1.5, linestyle=':')\n",
        "\n",
        "\n",
        "    plt.xlabel('Момент наблюдения')\n",
        "    plt.ylabel('Смещение, мм')\n",
        "    plt.legend()\n",
        "    plt.grid(True)\n",
        "    plt.show()\n",
        "\n",
        "    # Вывод результатов\n",
        "    print(\"\\nРезультаты анализа ошибок:\")\n",
        "    for method, stats in results.items():\n",
        "        print(f\"\\n{method}:\")\n",
        "        print(f\"  Средняя ошибка (MAE), мм : {stats['mean_error']:.4f}\")\n",
        "        print(f\"  Среднеквадратическая ошибка (RMSE), мм : {stats['std_error']:.4f}\")\n",
        "        print(f\"  Полная ошибка sqrt(RMSE^2+MAE^2), мм : {(stats['full_error']):.4f}\")\n",
        "        print(f\"  Тест Шапиро-Уилка: W = {stats['shapiro_stat']:.4f}, p-value = {stats['shapiro_p_value']:.4f}\")\n",
        "        print(f\"  Нормальное распределение, статус, alpha=0.05 : {'Да' if stats['is_normal'] else 'Нет'}\")\n",
        "\n",
        "    return results, errors_df"
      ],
      "metadata": {
        "id": "Bfgx1VWXTV_n"
      },
      "execution_count": 5,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "def plot_error_mlr_boxplot(df1, df2, df3,col_name):\n",
        "    \"\"\"\n",
        "    Строит диаграмму типа \"ящик с усами\" для колонки 'error_MLR' из трех DataFrame.\n",
        "\n",
        "    Параметры:\n",
        "    df1, df2, df3 : pandas.DataFrame\n",
        "        Входные DataFrame с колонками 'error_MLR', 'error_splain', 'error_Gauss'.\n",
        "    \"\"\"\n",
        "    # Извлекаем колонку 'error_MLR' из каждого DataFrame\n",
        "    errors_mlr = [df1[col_name], df2[col_name], df3[col_name]]\n",
        "\n",
        "    # Создаем фигуру и оси\n",
        "    plt.figure(figsize=(8, 6))\n",
        "\n",
        "    # Строим ящики с усами\n",
        "    box = plt.boxplot(errors_mlr, patch_artist=True, labels=['50 м', '30 м', '15 м'])\n",
        "\n",
        "    # Настраиваем цвета ящиков\n",
        "    colors = ['lightblue', 'lightgreen', 'lightpink']\n",
        "    for patch, color in zip(box['boxes'], colors):\n",
        "        patch.set_facecolor(color)\n",
        "\n",
        "    # Добавляем подписи\n",
        "    plt.title('Ошибка определения смещения (MLR)')\n",
        "    plt.ylabel('Ошибка, мм')\n",
        "\n",
        "    # Отображаем график\n",
        "    plt.grid(True, linestyle='--', alpha=0.7)\n",
        "    plt.tight_layout()\n",
        "    plt.show()\n",
        "import numpy as np\n",
        "from tabulate import tabulate\n",
        "\n",
        "import numpy as np\n",
        "from tabulate import tabulate\n",
        "\n",
        "def print_error_metrics_table(dict1, dict2, dict3):\n",
        "    \"\"\"\n",
        "    Формирует и выводит таблицу с метриками ошибок из трех словарей.\n",
        "\n",
        "    Параметры:\n",
        "    dict1, dict2, dict3 : dict\n",
        "        Словари с метриками ошибок для методов MLR-Gauss, MLR-splain, Gauss.\n",
        "        Соответствуют расстояниям 50 м, 30 м, 15 м.\n",
        "    \"\"\"\n",
        "    # Заголовки столбцов\n",
        "    headers = [\"Метрика\", \"Способ\", \"50 м\", \"30 м\", \"15 м\"]\n",
        "\n",
        "    # Собираем все данные для таблицы\n",
        "    table_data = []\n",
        "\n",
        "    # Перебираем все методы (error_MLR, error_splain, error_Gauss)\n",
        "    for method in ['error_MLR_G', 'error_MLR_S', 'error_Gauss']:\n",
        "        # Добавляем строки для каждой метрики\n",
        "        for metric in ['mean_error', 'std_error', 'full_error', 'shapiro_p_value', 'is_normal']:\n",
        "            # Определяем читаемое название метрики\n",
        "            metric_name = {\n",
        "                'mean_error': 'Средняя ошибка',\n",
        "                'std_error': 'СКО',\n",
        "                'full_error': 'Полная ошибка',\n",
        "                'shapiro_p_value': 'p-value (Шапиро)',\n",
        "                'is_normal': 'Соответствие нормальному распределению'\n",
        "            }.get(metric, metric)\n",
        "\n",
        "            # Получаем значения из всех трех словарей\n",
        "            row = [\n",
        "                metric_name,\n",
        "                method.replace('error_', ''),\n",
        "                dict1[method][metric],\n",
        "                dict2[method][metric],\n",
        "                dict3[method][metric]\n",
        "            ]\n",
        "            table_data.append(row)\n",
        "\n",
        "    # Форматируем вывод\n",
        "    def format_value(x):\n",
        "        if isinstance(x, (float, np.float64)):\n",
        "            return f\"{float(x):.1f}\"  # Округляем до 1 знака после запятой\n",
        "        elif isinstance(x, (bool, np.bool_)):\n",
        "            return \"Да\" if x else \"Нет\"\n",
        "        return str(x)\n",
        "\n",
        "    # Применяем форматирование\n",
        "    formatted_data = []\n",
        "    for row in table_data:\n",
        "        formatted_row = [row[0], row[1]] + [format_value(x) for x in row[2:]]\n",
        "        formatted_data.append(formatted_row)\n",
        "\n",
        "    # Выводим таблицу\n",
        "    print(tabulate(formatted_data, headers=headers, tablefmt=\"grid\", stralign=\"center\"))\n",
        "\n",
        "plt.rcParams['font.size'] = 18              # Размер шрифта по умолчанию\n",
        "plt.rcParams['axes.labelsize'] = 18      # Размер подписей осей\n",
        "plt.rcParams['xtick.labelsize'] = 16     # Размер подписей ticks на оси X\n",
        "plt.rcParams['ytick.labelsize'] = 16    # Размер подписей ticks на оси Y\n",
        "plt.rcParams['legend.fontsize'] = 16    # Размер шрифта легенды\n",
        "plt.rcParams['figure.titlesize'] = 18     # Размер заголовка фигуры"
      ],
      "metadata": {
        "id": "o7ufjw5spPqr"
      },
      "execution_count": 21,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "wE5te-oXaTK-"
      },
      "source": [
        "# Калибровка камеры реперного модуля (ESP-32 cam OV2640)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 22,
      "metadata": {
        "id": "AdMIFvdSX_fV"
      },
      "outputs": [],
      "source": [
        "#калибровка камеры"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 23,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 0
        },
        "id": "Iy0ZfCjyYdPc",
        "outputId": "0993b30e-c783-4b6b-c5dc-b8e52241a7bb"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "СКО калибровки камеры по направлению вверх-вниз, мм 0.26322786731091974\n",
            "Средняя ошибка калибровки камеры по направлению вверх-вниз, мм 6.627408997411981e-14\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "# Импорт данных калибровочного сеанса\n",
        "# Файл записи калибровочного сеанса по оси верх-низ\n",
        "DF_calibr1 = pd.read_csv('/content/xcwud/osfstorage/Calibration/down.csv', delimiter=';', header=None, skiprows=1)\n",
        "DF_calibr1 = DF_calibr1[0:][1:]\n",
        "DF_calibr2 = pd.read_csv('/content/xcwud/osfstorage/Calibration/up1.csv', delimiter=';', header=None, skiprows=1)\n",
        "DF_calibr2 = DF_calibr2[0:][11:]\n",
        "\n",
        "DFcal_1 = pd.concat([DF_calibr1, DF_calibr2], ignore_index=True)\n",
        "DFcal_1 = DFcal_1[DFcal_1[6] != 'False']\n",
        "DFcal_1[7] = DFcal_1[7].rolling(window=6, min_periods=1).median()\n",
        "DFcal_1.reset_index(drop=True, inplace=True)\n",
        "\n",
        "# Файл калибровки по оси лево-право\n",
        "DF_calibr3 = pd.read_csv('/content/xcwud/osfstorage/Calibration/left.csv', delimiter=';', header=None, skiprows=1)\n",
        "DF_calibr3 = DF_calibr3[0:][1:]\n",
        "DF_calibr4 = pd.read_csv('/content/xcwud/osfstorage/Calibration/right.csv', delimiter=';', header=None, skiprows=1)\n",
        "DF_calibr4 = DF_calibr4[0:][11:]\n",
        "\n",
        "DFcal_2 = pd.concat([DF_calibr3, DF_calibr4], ignore_index=True)\n",
        "DFcal_2 = DFcal_2[DFcal_2[6] != 'False']\n",
        "DFcal_2[7] = DFcal_2[7].rolling(window=6, min_periods=1).median()\n",
        "DFcal_2.reset_index(drop=True, inplace=True)\n",
        "\n",
        "# Установка масштаба камеры реперного модуля\n",
        "ref_cam_scale = 0.042 / 550\n",
        "\n",
        "# Калибровка камеры реперного модуля по направлению вверх-вниз\n",
        "roll = -1\n",
        "eth = np.array(DFcal_1[6], dtype=float)\n",
        "eth = np.array(eth - eth[0]) / 1000\n",
        "\n",
        "center_mass_x, center_mass_y = spot_center_mass_estimator(DFcal_1[9][0], DFcal_1[10][0])\n",
        "for i in range(DFcal_1.shape[0] - 1):\n",
        "    center_mass_x_i, center_mass_y_i = spot_center_mass_estimator(\n",
        "        DFcal_1[9][i], DFcal_1[10][i]\n",
        "    )\n",
        "    center_mass_x = np.hstack([center_mass_x, center_mass_x_i])\n",
        "\n",
        "ref = center_mass_x * ref_cam_scale - np.roll(eth, roll)\n",
        "ref = ref[2:]\n",
        "start_point_x = ref.mean()\n",
        "ref = ref - start_point_x\n",
        "\n",
        "ref2 = np.roll(center_mass_x[2:], roll)\n",
        "ref_cam_calibration_coeff_x = polyfit(ref2, ref, 4)\n",
        "ref_cam_calibration_x = np.poly1d(ref_cam_calibration_coeff_x)\n",
        "x = ref2 * ref_cam_scale - ref_cam_calibration_x(ref2) - start_point_x - eth[2:]\n",
        "print('СКО калибровки камеры по направлению вверх-вниз, мм', x[:670].std() * 1000)\n",
        "print('Средняя ошибка калибровки камеры по направлению вверх-вниз, мм', x.mean() * 1000)\n",
        "plot_ts(x)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 24,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "2qq4n3GtYeNm",
        "outputId": "96b51733-39b2-4b17-d054-1c65a3ad2ad6"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Ошибка калибровки камеры по направлению вверх-вниз, мм 0.15505444954145256\n",
            "Средняя ошибка калибровки камеры по направлению вверх-вниз, мм -3.4458521678537144e-12\n"
          ]
        }
      ],
      "source": [
        "# Калибровка камеры реперного модуля по направлению лево-право\n",
        "eth = np.array(DFcal_2[6], dtype=float)\n",
        "DFcal_2 = np.array(DFcal_2[8], dtype=float)\n",
        "eth = np.array(eth - eth[0]) / 1000\n",
        "ref = DFcal_2 * ref_cam_scale - np.roll(eth, -1)\n",
        "ref = ref[2:]\n",
        "start_point_y = ref.mean()\n",
        "ref = ref - start_point_y\n",
        "ref2 = DFcal_2[2:]\n",
        "ref_cam_calibration_coeff_y = polyfit(ref2, ref, 6)\n",
        "ref_cam_calibration_y = np.poly1d(ref_cam_calibration_coeff_y)\n",
        "y = ref2 * ref_cam_scale - ref_cam_calibration_y(DFcal_2[2:]) - start_point_y - eth[2:]\n",
        "print('Ошибка калибровки камеры по направлению вверх-вниз, мм', y.std() * 1000)\n",
        "print('Средняя ошибка калибровки камеры по направлению вверх-вниз, мм', y.mean() * 1000)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "CWg-gnDdZVnr"
      },
      "source": [
        "# Обработка результатов эксперимента по оценке точности измерения приращений расстояний по расходимости лазерного пучка с помощью технологии компьютерного зрения"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 25,
      "metadata": {
        "id": "yNrvZ4Pga31q"
      },
      "outputs": [],
      "source": [
        "#Ввод общих параметров для всей системы наблюдений\n",
        "\n",
        "k=2 # количество сегментов сплайна\n",
        "\n",
        "#параметры для определения полинома\n",
        "params = {\n",
        "        \"regressor\": \"linear\",\n",
        "        \"degree\": 5, # степень полинома\n",
        "        #\"regressor_kwargs\": processing_ransac # словарь для настроек робастных регрессоров\n",
        "    }\n",
        "\n",
        "#словарь параметров калибровки для камеры\n",
        "cam_cal_params={\n",
        "        \"r_c_c_x\": ref_cam_calibration_x, #reference camera calibration parameters on the x-axis\n",
        "        \"r_c_c_y\": ref_cam_calibration_y, #reference camera calibration parameters on the y-axis\n",
        "        \"r_c_s\": ref_cam_scale, #reference camera main scale\n",
        "        \"r_c_s_p_x\": start_point_x, #reference cam starting point x-coordinate for an  laser spot traking\n",
        "        \"r_c_s_p_y\": start_point_y #reference cam starting point y-coordinate for an  laser spot traking\n",
        "}\n",
        "# параметры для робастного регрессора 'ransac'\n",
        "processing_ransac={\n",
        "    \"min_samples\": 50,\n",
        "    \"residual_threshold\": 0.002,\n",
        "    \"max_trials\": 3000,\n",
        "    \"stop_score\": 0.4,\n",
        "}"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Обработка серии записей при расстоянии между модулями 50 м"
      ],
      "metadata": {
        "id": "OT7R1b3U0W6a"
      }
    },
    {
      "cell_type": "code",
      "execution_count": 26,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 957
        },
        "id": "RNGYwCIGfbeG",
        "outputId": "926f72e7-586e-42be-dd53-fb08e543b706"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1200x600 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "Результаты анализа ошибок:\n",
            "\n",
            "error_MLR_G:\n",
            "  Средняя ошибка (MAE), мм : 0.0000\n",
            "  Среднеквадратическая ошибка (RMSE), мм : 2.2683\n",
            "  Полная ошибка sqrt(RMSE^2+MAE^2), мм : 2.2683\n",
            "  Тест Шапиро-Уилка: W = 0.9676, p-value = 0.0000\n",
            "  Нормальное распределение, статус, alpha=0.05 : Нет\n",
            "\n",
            "error_MLR_S:\n",
            "  Средняя ошибка (MAE), мм : 0.0000\n",
            "  Среднеквадратическая ошибка (RMSE), мм : 2.4217\n",
            "  Полная ошибка sqrt(RMSE^2+MAE^2), мм : 2.4217\n",
            "  Тест Шапиро-Уилка: W = 0.9808, p-value = 0.0000\n",
            "  Нормальное распределение, статус, alpha=0.05 : Нет\n",
            "\n",
            "error_Gauss:\n",
            "  Средняя ошибка (MAE), мм : -1.8951\n",
            "  Среднеквадратическая ошибка (RMSE), мм : 3.0151\n",
            "  Полная ошибка sqrt(RMSE^2+MAE^2), мм : 3.5612\n",
            "  Тест Шапиро-Уилка: W = 0.9811, p-value = 0.0000\n",
            "  Нормальное распределение, статус, alpha=0.05 : Нет\n"
          ]
        }
      ],
      "source": [
        "\"\"\"обработка калибровочного сеанса 50м\"\"\"\n",
        "\n",
        "#указание пути к файлу с результатами распознавания контура пучка\n",
        "file_list = [\n",
        "    '/content/xcwud/osfstorage/50 m/2025_07_18 17_56_56.csv'\n",
        "]\n",
        "\n",
        "#Ввод начальных параметров, коордианты точек положения лазерного пучка на экране,\n",
        "#координаты выходного отверстия лазера, полученные при помощи тахеометра\n",
        "site_params={\n",
        "        \"L_p_radi\": 0.0025,\n",
        "        \"L_s_v_E\": 17.267,\n",
        "        \"L_s_v_N\": 26.465,\n",
        "        \"L_s_v_U\": 1.265,\n",
        "        \"L_p_v_E\": -10.317,\n",
        "        \"L_p_v_N\": -13.096,\n",
        "        \"L_p_v_U\": 1.232,\n",
        "}\n",
        "#указание  порогового значения для количества точек контура, для фильтрации\n",
        "#выбросов в результатах обработки техническим зрением\n",
        "min_num_points=580\n",
        "\n",
        "Data = process_experimental_data(file_list) # чтение файла, фильтрация выбросов по количеству точек контура\n",
        "\n",
        "# калибровка камеры, вычисление центра масс пучка, вычисление параметров сплайна и площади под сплайн- кривой\n",
        "# для всего временного ряда сеанса\n",
        "processed=array_preparation (Data, k, params,cam_cal_params, site_params,min_num_points)\n",
        "processed=processed[10:]\n",
        "processed.reset_index(drop=True, inplace=True)\n",
        "# оценка временного ряда для составляющих смещения связанных с изменением площади пучка\n",
        "dist=distance_est_ts(processed, site_params)\n",
        "# дополнение исходного массива вычисленными оценками смещений\n",
        "processed['dist_splain']=dist['Regression']\n",
        "processed['dist_Gauss']=dist['Gauss']\n",
        "# центрирование временного ряда значение центра масс к первому моменту наблюдения\n",
        "#(так как начальные эталонные смещения также начинаются с нуля)\n",
        "processed['center_x']=processed['center_x']-processed['center_x'][0]\n",
        "processed['center_y']=processed['center_y']-processed['center_y'][0]\n",
        "#назначение предикторов для множественной линейной регрессии и получение калибровочной модели\n",
        "#для окончательной оценки смещений при помощи программ компьютерного зрения (по умолчанию, по Гауссовой площади)\n",
        "predictors_gauss=['dist_Gauss','center_x', 'center_y']\n",
        "predictors_splain=['dist_splain','center_x', 'center_y']\n",
        "#вычисление параметров модели\n",
        "processed['dist_MLR_G'], MLR_G=linear_regression_to_dist(processed, predictors_gauss,len(processed))\n",
        "processed['dist_MLR_S'], MLR_S=linear_regression_to_dist(processed, predictors_splain,len(processed))\n",
        "#вывод показателей оценки точности и графика\n",
        "analysis_results_50m_cal, errors_df_50m_cal = analyze_distance_errors(processed)"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "\"\"\"обработка тестового сеанса 50м\"\"\"\n",
        "\n",
        "#указание пути к файлу с результатами распознавания контура пучка\n",
        "file_list = [\n",
        "    '/content/xcwud/osfstorage/50 m/2025_07_18 18_18_01.csv',\n",
        "]\n",
        "\n",
        "#Ввод начальных параметров, координаты точек положения лазерного пучка на экране,\n",
        "#координаты выходного отверстия лазера, полученные при помощи тахеометра\n",
        "site_params={\n",
        "        \"L_p_radi\": 0.0025,\n",
        "        \"L_s_v_E\": 17.267,\n",
        "        \"L_s_v_N\": 26.465,\n",
        "        \"L_s_v_U\": 1.262,\n",
        "        \"L_p_v_E\": -10.329,\n",
        "        \"L_p_v_N\": -13.112,\n",
        "        \"L_p_v_U\": 1.231\n",
        "}\n",
        "\n",
        "#указание  порогового значения для количества точек контура, для фильтрации\n",
        "#выбросов в результатах обработки техническим зрением\n",
        "min_num_points=580\n",
        "\n",
        "Data = process_experimental_data(file_list) # чтение файла, фильтрация выбросов по количеству точек контура\n",
        "\n",
        "# калибровка камеры, вычисление центра масс пучка, вычисление параметров сплайна и площади под сплайн- кривой\n",
        "# для всего временного ряда сеанса\n",
        "processed=array_preparation (Data, k, params,cam_cal_params, site_params,min_num_points)\n",
        "processed=processed[10:]\n",
        "processed.reset_index(drop=True, inplace=True)\n",
        "# оценка временного ряда для составляющих смещения связанных с изменением площади пучка\n",
        "dist=distance_est_ts(processed, site_params)\n",
        "# дополнение исходного массива вычисленными оценками смещений\n",
        "processed['dist_splain']=dist['Regression']\n",
        "processed['dist_Gauss']=dist['Gauss']\n",
        "# центрирование временного ряда значение центра масс к первому моменту наблюдения\n",
        "#(так как начальные эталонные смещения также начинаются с нуля)\n",
        "processed['center_x']=processed['center_x']-processed['center_x'][0]\n",
        "processed['center_y']=processed['center_y']-processed['center_y'][0]\n",
        "#назначение предикторов для множественной линейной регрессии и получение калибровочной модели\n",
        "#для окончательной оценки смещений при помощи программ компьютерного зрения (по умолчанию, по Гауссовой площади)\n",
        "predictors_gauss=['dist_Gauss','center_x', 'center_y']\n",
        "predictors_splain=['dist_splain','center_x', 'center_y']\n",
        "#использование регрессионной модели полученной на калибровочном сеансе\n",
        "#для определения смещения на тестовом сеансе\n",
        "processed['dist_MLR_G']=MLR_G.predict(processed[predictors_gauss])\n",
        "processed['dist_MLR_S']=MLR_S.predict(processed[predictors_splain])\n",
        "processed['ethalon_value']=-processed['ethalon_value']\n",
        "\n",
        "#вывод показателей оценки точности и графика\n",
        "analysis_results_50m_test, errors_df_50m_test = analyze_distance_errors(processed)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 957
        },
        "id": "wMA9PYAhCtcD",
        "outputId": "4b41dc7f-aee9-4fa2-fd48-207144c81947"
      },
      "execution_count": 27,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1200x600 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "Результаты анализа ошибок:\n",
            "\n",
            "error_MLR_G:\n",
            "  Средняя ошибка (MAE), мм : 0.0814\n",
            "  Среднеквадратическая ошибка (RMSE), мм : 2.3389\n",
            "  Полная ошибка sqrt(RMSE^2+MAE^2), мм : 2.3403\n",
            "  Тест Шапиро-Уилка: W = 0.9756, p-value = 0.0000\n",
            "  Нормальное распределение, статус, alpha=0.05 : Нет\n",
            "\n",
            "error_MLR_S:\n",
            "  Средняя ошибка (MAE), мм : 0.8047\n",
            "  Среднеквадратическая ошибка (RMSE), мм : 2.5723\n",
            "  Полная ошибка sqrt(RMSE^2+MAE^2), мм : 2.6952\n",
            "  Тест Шапиро-Уилка: W = 0.9770, p-value = 0.0000\n",
            "  Нормальное распределение, статус, alpha=0.05 : Нет\n",
            "\n",
            "error_Gauss:\n",
            "  Средняя ошибка (MAE), мм : 4.2644\n",
            "  Среднеквадратическая ошибка (RMSE), мм : 2.1107\n",
            "  Полная ошибка sqrt(RMSE^2+MAE^2), мм : 4.7581\n",
            "  Тест Шапиро-Уилка: W = 0.9866, p-value = 0.0013\n",
            "  Нормальное распределение, статус, alpha=0.05 : Нет\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Обработка серии записей при расстоянии между модулями 30 м"
      ],
      "metadata": {
        "id": "o31lu5Ie7SfF"
      }
    },
    {
      "cell_type": "code",
      "execution_count": 28,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 957
        },
        "id": "5kN-QkOPC6ud",
        "outputId": "b51c9357-c170-483f-adfc-ced792989a73"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1200x600 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "Результаты анализа ошибок:\n",
            "\n",
            "error_MLR_G:\n",
            "  Средняя ошибка (MAE), мм : -0.0000\n",
            "  Среднеквадратическая ошибка (RMSE), мм : 1.8710\n",
            "  Полная ошибка sqrt(RMSE^2+MAE^2), мм : 1.8710\n",
            "  Тест Шапиро-Уилка: W = 0.9810, p-value = 0.0000\n",
            "  Нормальное распределение, статус, alpha=0.05 : Нет\n",
            "\n",
            "error_MLR_S:\n",
            "  Средняя ошибка (MAE), мм : -0.0000\n",
            "  Среднеквадратическая ошибка (RMSE), мм : 1.8375\n",
            "  Полная ошибка sqrt(RMSE^2+MAE^2), мм : 1.8375\n",
            "  Тест Шапиро-Уилка: W = 0.9773, p-value = 0.0000\n",
            "  Нормальное распределение, статус, alpha=0.05 : Нет\n",
            "\n",
            "error_Gauss:\n",
            "  Средняя ошибка (MAE), мм : -15.0459\n",
            "  Среднеквадратическая ошибка (RMSE), мм : 9.3441\n",
            "  Полная ошибка sqrt(RMSE^2+MAE^2), мм : 17.7113\n",
            "  Тест Шапиро-Уилка: W = 0.9397, p-value = 0.0000\n",
            "  Нормальное распределение, статус, alpha=0.05 : Нет\n"
          ]
        }
      ],
      "source": [
        "\"\"\"обработка калибровочного сеанса 30м\"\"\"\n",
        "\n",
        "#указание пути к файлу с результатами распознавания контура пучка\n",
        "file_list = [\n",
        "    '/content/xcwud/osfstorage/30 m/2025_07_17 15_49_59.csv',\n",
        "]\n",
        "\n",
        "#Ввод начальных параметров, коордианты точек положения лазерного пучка на экране,\n",
        "#координаты выходного отверстия лазера, полученные при помощи тахеометра\n",
        "site_params={\n",
        "        \"L_p_radi\": 0.0025,\n",
        "        \"L_s_v_E\": 18.306,\n",
        "        \"L_s_v_N\": 9.723,\n",
        "        \"L_s_v_U\": 1.126,\n",
        "        \"L_p_v_E\": -9.102,\n",
        "        \"L_p_v_N\": -6.423,\n",
        "        \"L_p_v_U\": 1.131\n",
        "}\n",
        "#указание  порогового значения для количества точек контура, для фильтрации\n",
        "#выбросов в результатах обработки техническим зрением\n",
        "min_num_points=360\n",
        "\n",
        "Data = process_experimental_data(file_list) # чтение файла, фильтрация выбросов по количеству точек контура\n",
        "\n",
        "# калибровка камеры, вычисление центра масс пучка, вычисление параметров сплайна и площади под сплайн- кривой\n",
        "# для всего временного ряда сеанса\n",
        "processed=array_preparation (Data, k, params,cam_cal_params, site_params,min_num_points)\n",
        "processed=processed[10:]\n",
        "processed.reset_index(drop=True, inplace=True)\n",
        "# оценка временного ряда для составляющих смещения связанных с изменением площади пучка\n",
        "dist=distance_est_ts(processed, site_params)\n",
        "# дополнение исходного массива вычисленными оценками смещений\n",
        "processed['dist_splain']=dist['Regression']\n",
        "processed['dist_Gauss']=dist['Gauss']\n",
        "# центрирование временного ряда значение центра масс к первому моменту наблюдения\n",
        "#(так как начальные эталонные смещения также начинаются с нуля)\n",
        "processed['center_x']=processed['center_x']-processed['center_x'][0]\n",
        "processed['center_y']=processed['center_y']-processed['center_y'][0]\n",
        "#назначение предикторов для множественной линейной регрессии и получение калибровочной модели\n",
        "#для окончательной оценки смещений при помощи программ компьютерного зрения (по умолчанию, по Гауссовой площади)\n",
        "predictors_gauss=['dist_Gauss','center_x', 'center_y']\n",
        "predictors_splain=['dist_splain','center_x', 'center_y']\n",
        "#вычисление параметров модели\n",
        "processed['dist_MLR_G'], MLR_G=linear_regression_to_dist(processed, predictors_gauss,len(processed))\n",
        "processed['dist_MLR_S'], MLR_S=linear_regression_to_dist(processed, predictors_splain,len(processed))\n",
        "#вывод показателей оценки точности и графика\n",
        "analysis_results_30m_cal, errors_df_30m_cal = analyze_distance_errors(processed)"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "\"\"\"обработка тестового сеанса 30м\"\"\"\n",
        "\n",
        "#указание пути к файлу с результатами распознавания контура пучка\n",
        "file_list = [\n",
        "    '/content/xcwud/osfstorage/30 m/2025_07_17 16_19_21.csv',\n",
        "]\n",
        "\n",
        "#Ввод начальных параметров, координаты точек положения лазерного пучка на экране,\n",
        "#координаты выходного отверстия лазера, полученные при помощи тахеометра\n",
        "site_params={\n",
        "        \"L_p_radi\": 0.0025,\n",
        "        \"L_s_v_E\": 18.307,\n",
        "        \"L_s_v_N\": 9.722,\n",
        "        \"L_s_v_U\": 1.123,\n",
        "        \"L_p_v_E\": -9.085,\n",
        "        \"L_p_v_N\": -6.413,\n",
        "        \"L_p_v_U\": 1.130\n",
        "}\n",
        "\n",
        "#указание  порогового значения для количества точек контура, для фильтрации\n",
        "#выбросов в результатах обработки техническим зрением\n",
        "min_num_points=360\n",
        "\n",
        "Data = process_experimental_data(file_list) # чтение файла, фильтрация выбросов по количеству точек контура\n",
        "\n",
        "# калибровка камеры, вычисление центра масс пучка, вычисление параметров сплайна и площади под сплайн- кривой\n",
        "# для всего временного ряда сеанса\n",
        "processed=array_preparation (Data, k, params,cam_cal_params, site_params,min_num_points)\n",
        "processed=processed[10:]\n",
        "processed.reset_index(drop=True, inplace=True)\n",
        "# оценка временного ряда для составляющих смещения связанных с изменением площади пучка\n",
        "dist=distance_est_ts(processed, site_params)\n",
        "# дополнение исходного массива вычисленными оценками смещений\n",
        "processed['dist_splain']=dist['Regression']\n",
        "processed['dist_Gauss']=dist['Gauss']\n",
        "# центрирование временного ряда значение центра масс к первому моменту наблюдения\n",
        "#(так как начальные эталонные смещения также начинаются с нуля)\n",
        "processed['center_x']=processed['center_x']-processed['center_x'][0]\n",
        "processed['center_y']=processed['center_y']-processed['center_y'][0]\n",
        "#назначение предикторов для множественной линейной регрессии и получение калибровочной модели\n",
        "#для окончательной оценки смещений при помощи программ компьютерного зрения (по умолчанию, по Гауссовой площади)\n",
        "predictors_gauss=['dist_Gauss','center_x', 'center_y']\n",
        "predictors_splain=['dist_splain','center_x', 'center_y']\n",
        "#использование регрессионной модели полученной на калибровочном сеансе\n",
        "#для определения смещения на тестовом сеансе\n",
        "processed['dist_MLR_G']=MLR_G.predict(processed[predictors_gauss])\n",
        "processed['dist_MLR_S']=MLR_S.predict(processed[predictors_splain])\n",
        "processed['ethalon_value']=-processed['ethalon_value']\n",
        "\n",
        "#вывод показателей оценки точности и графика\n",
        "analysis_results_30m_test, errors_df_30m_test = analyze_distance_errors(processed)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 964
        },
        "id": "HfFErPvjxFJC",
        "outputId": "11a96aa9-1eca-4ea0-c2ed-75d6797e5ccf"
      },
      "execution_count": 29,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1200x600 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "Результаты анализа ошибок:\n",
            "\n",
            "error_MLR_G:\n",
            "  Средняя ошибка (MAE), мм : 2.1264\n",
            "  Среднеквадратическая ошибка (RMSE), мм : 2.1460\n",
            "  Полная ошибка sqrt(RMSE^2+MAE^2), мм : 3.0211\n",
            "  Тест Шапиро-Уилка: W = 0.9965, p-value = 0.3988\n",
            "  Нормальное распределение, статус, alpha=0.05 : Да\n",
            "\n",
            "error_MLR_S:\n",
            "  Средняя ошибка (MAE), мм : 1.7257\n",
            "  Среднеквадратическая ошибка (RMSE), мм : 2.0691\n",
            "  Полная ошибка sqrt(RMSE^2+MAE^2), мм : 2.6943\n",
            "  Тест Шапиро-Уилка: W = 0.9964, p-value = 0.3737\n",
            "  Нормальное распределение, статус, alpha=0.05 : Да\n",
            "\n",
            "error_Gauss:\n",
            "  Средняя ошибка (MAE), мм : 16.1627\n",
            "  Среднеквадратическая ошибка (RMSE), мм : 8.2867\n",
            "  Полная ошибка sqrt(RMSE^2+MAE^2), мм : 18.1632\n",
            "  Тест Шапиро-Уилка: W = 0.9311, p-value = 0.0000\n",
            "  Нормальное распределение, статус, alpha=0.05 : Нет\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Обработка серии записи при расстояниях между модулями 15 м"
      ],
      "metadata": {
        "id": "et46-kUD7vQ1"
      }
    },
    {
      "cell_type": "code",
      "execution_count": 30,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 957
        },
        "id": "xSYGx7NUhzme",
        "outputId": "2bcd93f3-6004-437f-f982-530ce8e81a10"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1200x600 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "Результаты анализа ошибок:\n",
            "\n",
            "error_MLR_G:\n",
            "  Средняя ошибка (MAE), мм : 0.0000\n",
            "  Среднеквадратическая ошибка (RMSE), мм : 2.3639\n",
            "  Полная ошибка sqrt(RMSE^2+MAE^2), мм : 2.3639\n",
            "  Тест Шапиро-Уилка: W = 0.9919, p-value = 0.0126\n",
            "  Нормальное распределение, статус, alpha=0.05 : Нет\n",
            "\n",
            "error_MLR_S:\n",
            "  Средняя ошибка (MAE), мм : -0.0000\n",
            "  Среднеквадратическая ошибка (RMSE), мм : 2.3634\n",
            "  Полная ошибка sqrt(RMSE^2+MAE^2), мм : 2.3634\n",
            "  Тест Шапиро-Уилка: W = 0.9926, p-value = 0.0212\n",
            "  Нормальное распределение, статус, alpha=0.05 : Нет\n",
            "\n",
            "error_Gauss:\n",
            "  Средняя ошибка (MAE), мм : -11.0133\n",
            "  Среднеквадратическая ошибка (RMSE), мм : 4.5330\n",
            "  Полная ошибка sqrt(RMSE^2+MAE^2), мм : 11.9097\n",
            "  Тест Шапиро-Уилка: W = 0.9664, p-value = 0.0000\n",
            "  Нормальное распределение, статус, alpha=0.05 : Нет\n"
          ]
        }
      ],
      "source": [
        "\"\"\"обработка калибровочного сеанса 15 м\"\"\"\n",
        "\n",
        "#указание пути к файлу с результатами распознавания контура пучка\n",
        "file_list = [\n",
        "    '/content/xcwud/osfstorage/15 m/2025_07_17 13_41_12.csv',\n",
        "]\n",
        "\n",
        "#Ввод начальных параметров, коордианты точек положения лазерного пучка на экране,\n",
        "#координаты выходного отверстия лазера, полученные при помощи тахеометра\n",
        "site_params={\n",
        "        \"L_p_radi\": 0.0025,\n",
        "        \"L_s_v_E\":  6.645,\n",
        "        \"L_s_v_N\": 2.854,\n",
        "        \"L_s_v_U\":  1.394,\n",
        "        \"L_p_v_E\": -7.078,\n",
        "        \"L_p_v_N\": -4.988,\n",
        "        \"L_p_v_U\": 1.335\n",
        "}\n",
        "#указание  порогового значения для количества точек контура, для фильтрации\n",
        "#выбросов в результатах обработки техническим зрением\n",
        "min_num_points=270\n",
        "\n",
        "Data = process_experimental_data(file_list) # чтение файла, фильтрация выбросов по количеству точек контура\n",
        "\n",
        "# калибровка камеры, вычисление центра масс пучка, вычисление параметров сплайна и площади под сплайн- кривой\n",
        "# для всего временного ряда сеанса\n",
        "processed=array_preparation (Data, k, params,cam_cal_params, site_params,min_num_points)\n",
        "processed=processed[20:]\n",
        "processed.reset_index(drop=True, inplace=True)\n",
        "# оценка временного ряда для составляющих смещения связанных с изменением площади пучка\n",
        "dist=distance_est_ts(processed, site_params)\n",
        "# дополнение исходного массива вычисленными оценками смещений\n",
        "processed['dist_splain']=dist['Regression']\n",
        "processed['dist_Gauss']=dist['Gauss']\n",
        "# центрирование временного ряда значение центра масс к первому моменту наблюдения\n",
        "#(так как начальные эталонные смещения также начинаются с нуля)\n",
        "processed['center_x']=processed['center_x']-processed['center_x'][0]\n",
        "processed['center_y']=processed['center_y']-processed['center_y'][0]\n",
        "#назначение предикторов для множественной линейной регрессии и получение калибровочной модели\n",
        "#для окончательной оценки смещений при помощи программ компьютерного зрения (по умолчанию, по Гауссовой площади)\n",
        "predictors_gauss=['dist_Gauss','center_x', 'center_y']\n",
        "predictors_splain=['dist_splain','center_x', 'center_y']\n",
        "#вычисление параметров модели\n",
        "processed['dist_MLR_G'], MLR_G=linear_regression_to_dist(processed, predictors_gauss,len(processed))\n",
        "processed['dist_MLR_S'], MLR_S=linear_regression_to_dist(processed, predictors_splain,len(processed))\n",
        "#вывод показателей оценки точности и графика\n",
        "analysis_results_15m_cal, errors_df_15m_cal = analyze_distance_errors(processed)"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "\"\"\"обработка тестового сеанса 15 м\"\"\"\n",
        "\n",
        "#указание пути к файлу с результатами распознавания контура пучка\n",
        "file_list = [\n",
        "    '/content/xcwud/osfstorage/15 m/2025_07_17 14_26_31.csv',\n",
        "]\n",
        "\n",
        "#Ввод начальных параметров, координаты точек положения лазерного пучка на экране,\n",
        "#координаты выходного отверстия лазера, полученные при помощи тахеометра\n",
        "site_params={\n",
        "        \"L_p_radi\": 0.0025,\n",
        "        \"L_s_v_E\":  6.646,\n",
        "        \"L_s_v_N\": 2.855,\n",
        "        \"L_s_v_U\":  1.394,\n",
        "        \"L_p_v_E\": -7.079,\n",
        "        \"L_p_v_N\": -4.989,\n",
        "        \"L_p_v_U\": 1.335\n",
        "}\n",
        "\n",
        "#указание  порогового значения для количества точек контура, для фильтрации\n",
        "#выбросов в результатах обработки техническим зрением\n",
        "min_num_points=270\n",
        "\n",
        "Data = process_experimental_data(file_list) # чтение файла, фильтрация выбросов по количеству точек контура\n",
        "\n",
        "# калибровка камеры, вычисление центра масс пучка, вычисление параметров сплайна и площади под сплайн- кривой\n",
        "# для всего временного ряда сеанса\n",
        "processed=array_preparation (Data, k, params,cam_cal_params, site_params,min_num_points)\n",
        "processed=processed[3:]\n",
        "processed.reset_index(drop=True, inplace=True)\n",
        "# оценка временного ряда для составляющих смещения связанных с изменением площади пучка\n",
        "dist=distance_est_ts(processed, site_params)\n",
        "# дополнение исходного массива вычисленными оценками смещений\n",
        "processed['dist_splain']=dist['Regression']\n",
        "processed['dist_Gauss']=dist['Gauss']\n",
        "# центрирование временного ряда значение центра масс к первому моменту наблюдения\n",
        "#(так как начальные эталонные смещения также начинаются с нуля)\n",
        "processed['center_x']=processed['center_x']-processed['center_x'][0]\n",
        "processed['center_y']=processed['center_y']-processed['center_y'][0]\n",
        "#назначение предикторов для множественной линейной регрессии и получение калибровочной модели\n",
        "#для окончательной оценки смещений при помощи программ компьютерного зрения (по умолчанию, по Гауссовой площади)\n",
        "predictors_gauss=['dist_Gauss','center_x', 'center_y']\n",
        "predictors_splain=['dist_splain','center_x', 'center_y']\n",
        "#использование регрессионной модели полученной на калибровочном сеансе\n",
        "#для определения смещения на тестовом сеансе\n",
        "processed['dist_MLR_G']=MLR_G.predict(processed[predictors_gauss])\n",
        "processed['dist_MLR_S']=MLR_S.predict(processed[predictors_splain])\n",
        "\n",
        "processed['ethalon_value']=processed['ethalon_value']\n",
        "\n",
        "#вывод показателей оценки точности и графика\n",
        "analysis_results_15m_test, errors_df_15m_test = analyze_distance_errors(processed)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 957
        },
        "id": "Jz6KlxJ5zrED",
        "outputId": "f87ddef3-34b8-4a85-e1bc-9651c5b1286a"
      },
      "execution_count": 31,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1200x600 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "Результаты анализа ошибок:\n",
            "\n",
            "error_MLR_G:\n",
            "  Средняя ошибка (MAE), мм : 3.9380\n",
            "  Среднеквадратическая ошибка (RMSE), мм : 3.1409\n",
            "  Полная ошибка sqrt(RMSE^2+MAE^2), мм : 5.0372\n",
            "  Тест Шапиро-Уилка: W = 0.9776, p-value = 0.0000\n",
            "  Нормальное распределение, статус, alpha=0.05 : Нет\n",
            "\n",
            "error_MLR_S:\n",
            "  Средняя ошибка (MAE), мм : 3.7659\n",
            "  Среднеквадратическая ошибка (RMSE), мм : 3.0594\n",
            "  Полная ошибка sqrt(RMSE^2+MAE^2), мм : 4.8520\n",
            "  Тест Шапиро-Уилка: W = 0.9782, p-value = 0.0000\n",
            "  Нормальное распределение, статус, alpha=0.05 : Нет\n",
            "\n",
            "error_Gauss:\n",
            "  Средняя ошибка (MAE), мм : -9.1569\n",
            "  Среднеквадратическая ошибка (RMSE), мм : 5.7791\n",
            "  Полная ошибка sqrt(RMSE^2+MAE^2), мм : 10.8281\n",
            "  Тест Шапиро-Уилка: W = 0.9382, p-value = 0.0000\n",
            "  Нормальное распределение, статус, alpha=0.05 : Нет\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Q4hluynIhOOp"
      },
      "source": [
        "# Сводные диаграммы и таблицы"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Вывод диаграмм для временных рядов ошибок определения расстояний на тестовых даных\n",
        "# Верхняя - оценка расстояний с площадью по Гауссу, нижняя через сплайн\n",
        "\n",
        "plot_error_mlr_boxplot(errors_df_50m_test, errors_df_30m_test, errors_df_15m_test, 'error_MLR_G')\n",
        "plot_error_mlr_boxplot(errors_df_50m_test, errors_df_30m_test, errors_df_15m_test, 'error_MLR_S')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "MfDx3-zKpZhN",
        "outputId": "c828ede2-c754-4aad-b5c6-d9153eec0803"
      },
      "execution_count": 32,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipython-input-4128891201.py:16: MatplotlibDeprecationWarning: The 'labels' parameter of boxplot() has been renamed 'tick_labels' since Matplotlib 3.9; support for the old name will be dropped in 3.11.\n",
            "  box = plt.boxplot(errors_mlr, patch_artist=True, labels=['50 м', '30 м', '15 м'])\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 800x600 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipython-input-4128891201.py:16: MatplotlibDeprecationWarning: The 'labels' parameter of boxplot() has been renamed 'tick_labels' since Matplotlib 3.9; support for the old name will be dropped in 3.11.\n",
            "  box = plt.boxplot(errors_mlr, patch_artist=True, labels=['50 м', '30 м', '15 м'])\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 800x600 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Вывод диаграмм для временных рядов ошибок определения расстояний на калибровочных  даных\n",
        "# Верхняя - оценка расстояний с площадью по Гауссу, нижняя через сплайн\n",
        "\n",
        "plot_error_mlr_boxplot(errors_df_50m_cal, errors_df_30m_cal, errors_df_15m_cal,'error_MLR_G')\n",
        "plot_error_mlr_boxplot(errors_df_50m_cal, errors_df_30m_cal, errors_df_15m_cal,'error_MLR_S')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "B6NKTLw0py-Z",
        "outputId": "b6204ba0-d4c8-47c5-dbe9-ee24945e7aa6"
      },
      "execution_count": 33,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipython-input-4128891201.py:16: MatplotlibDeprecationWarning: The 'labels' parameter of boxplot() has been renamed 'tick_labels' since Matplotlib 3.9; support for the old name will be dropped in 3.11.\n",
            "  box = plt.boxplot(errors_mlr, patch_artist=True, labels=['50 м', '30 м', '15 м'])\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 800x600 with 1 Axes>"
            ],
            "image/png": 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nJ0ds3769Se9lfWvXrpUe8+233xY7PjlxjL+N0N9rVLduXdjb2xd7HfonAf/7778Wiau07N27F7/88gsAYM6cOYVOv6XP1dUV27dvh5ubW777evbsiY8//hgAkJeXh0WLFpkcz+7duxEaGgqtVgsfHx8cOXIENWrUKPQxvXr1ksYJFsTHxwfLli0DAKSlpWHPnj0mx/O0RYsWSVcaXLRoETp37pxvmSpVqmDHjh3Snr0VK1bg0aNHZj+nORYtWlTgXs0GDRpg1apV0v+//PLLfMv89NNP0hGd9evXo0uXLgU+R/369bFmzRoAQEZGRpFHLR4/fiz9be6J4ffu3ZO2ZUhICL744osCt729vT1WrlwJPz8/AMBXX31V6Hr193YX9l4yJiwsDOfOnQPw5LUfNGhQgctVr14d27Ztg1qthlarxbffflvs57KkzMxMzJgxAwDQvHnzIo9wXrlyRfp74MCBqFmzZqnF9ueff0rTFtavXx979uxBlSpVClxWEAQEBwcXur4XXngBdevWxePHj6X3rb68vDwpNyZMmFDouh4/fiwdVWvdujXWrVtX4J58QRDw6aefSmOfly9fbpAHcjh37hzCwsIAAO+88w7efvvtApdzcXHB1q1bpc/4onKotGm1WkyePBmiKKJGjRqYPn16octfv35dyutu3bqhSZMmpRpfdHS09LexiUCKojtqev78eenzREd3xOWZZ57Bs88+a9b6LU38/9N5/vLLL+jWrRtOnToF4MmR8KK2j06jRo2kv8+fP18qcZYWFv42QjecBYDBoevi0H9ccnJyCSMqPdnZ2dLhxGeeeaZYQ2BGjRpVaEH+5ptvolKlSgCe/LgwZRjBL7/8gldeeQV5eXmoWbMmjhw5Am9vb5NjKoz+B+WZM2fMWkd2djb+97//Afi/IQ7G+Pj4YOjQoQCenAh56NAhs57THJUrV8bo0aON3t+rVy9p+Nnp06el2at0dCdZPfPMM3jppZcKfa5u3bpJV6Usqo/6BY+5h6l//vln5OTkAECRXyz29vYYMmQIAODatWuFnqyanZ0t/V3UVScLonvNXF1d8frrrxe67DPPPCMNBbDm+6IgCxculHZ2fPvtt1Cr1YUur3+Squ4HcGnZtGmT9PcHH3xg0gQLhVGpVNLkCz/88EO++MPCwnDv3j1UrlxZet8Y8+uvvyIhIQHAk+K5qB+yuhleUlNTpSFqctG9VwVBwLRp0wpdtnLlyujduzcA4I8//jDIE2tbs2YNIiMjAQCfffaZ9P1ijDXfqwCk4W8AjP5ALUpISIi0801/aFVCQoL03TNq1CjzgyyhW7duGZwMrVKpUKVKFbz44ovSieD29vbYsmULmjZtatI6K1eubLD+8oRj/Knc+eqrr6Qxnl9//XWxjm707Nmz0PudnZ3RsWNHHDx4EGlpabh06RKaNWtmdPnff/8dISEhUlG3fft21KtXz+R4EhISsH79ehw6dAiXLl3Cw4cPC5wBCECRY4GN+eeff6Qvvq5duxZZIPbs2VPag3jmzBkMHjzYrOctrk6dOhUZW7du3aRZUCIiIqQCPyUlRdrrUr16dWnPYGFcXFwAPJnlqDBpaWnS3+aOcw4PD5f+jo+PLzK+hw8fSn9fvnzZ6Gwh+mOGHR0dzY6rZs2a0hG0wugK7Fu3biErK0uW8bqxsbHSEZ9Bgwaha9euRc4ipL8nc/v27Zg9e3ap7fXXFRKCIBT5A9RUY8aMwdy5c3Ht2jUcOXIEPXr0kO5bvnw5gCeFVVHbQ/99+PDhwyLfh/pHfi9fvmzyrFWlQRe7u7s7/vrrryKX133mZWdn4+bNmwZ7aK0lJSVFOlesbdu2GDlyZKGz3wBPjm4KgiCdtxcdHW1yMWoO/Z2G5hb+Tk5OGDx4MFauXIktW7Zg8eLFsLe3x8aNG5GXlweVSlXs8w6tqWfPnvjhhx9MnlEKeLITTUf/87o8YOFvI/QT1tzhGfqP039TlyV3796VDlX36dNH2qtjqmeeecakZXSH6u/du2e08D9z5gwmT56MrKwsqW358uXo0KGDSbFs27YN48ePR0pKiknLp6ammrTc0+7duyf9bWr/C3psaatfv36xlrl796709507d6Q9ZeHh4QYFTlGK+tDWL34KGiJmCv299sX9IVVYfPrvneLGlp6eLh3Zu3LlSrGm8dPFZazQfO6554q1ruKYNm0aHj9+DCcnpwKHfBWkRYsWaN26NSIiInD//n00b94cY8aMQePGjQ1et6eHKZhD9wPd09PT7ELqaZ6enhgwYAC2bNmC5cuXS4X/lStXcPToUQAw6Qqi+u/DiRMnFisGuYsbXewPHz40671qzOjRows90lgS8+fPR0JCAgRBMPlq8VWqVMHAgQOxfft2ZGZmon379ggNDUWLFi0Mvpf1h+iUhO4HklqtLtEP+dDQUKxcuRJJSUnYv38/Xn755TIzd//TE1Gkp6fj+vXrWLt2LW7duoXDhw9j48aN+OCDD0xep/7wYv0aoDxg4W8j9JMqLi4Oubm5xR7nrz9/be3atS0WmyXNnDkT6enpcHBwwNdff23SY/RfB1MOu+v2BAOGe3uftmLFCmmdAQEB+PPPP7Fp0yYMGDCgyC+mP/74A8OGDZOK1cDAQPTo0QP16tWDm5ubwd5b3bpMnb3kafp9sGT/Lc2Uven68evv7Tb1x1NBCpsBBTD8gVGcPUL6ShKf7mhSQf777z/p76LOKbFkTEDhcZWWw4cPS7PRvPvuuybPwAEAu3btwtChQ3HixAkkJSXhiy++KJUYdT/Q9fPIEiZMmIAtW7Zg7969uHv3LmrVqiV9Bj333HMmjc8urfehNZS32GNiYrB06VIAT4ri1q1bm/zYH3/8Ebm5uQgLC0N6erq0ntKg+67RaDTIzMw0+6imbk7/a9euYe3atfDx8ZGOwso9d7+zs3OB59K8//77GDJkCHbv3o05c+bA09NTGlZXFP33Y1mcqagwLPxthL+/P6pUqYIHDx7g8ePHiIqKKvbUXLoTXACYvNfamnSFNQBMmTJFunBIUfT36GVkZBS5vH5BWdR4TEdHR+zZswfNmjVDkyZNkJSUhPHjx6Njx46oVq2a0cfNmzdPKvp//PFHo+OrTYm3KPp9sHT/LcnYECd9+vHrF1b6f5tyOL04dBeucnBwkM4LKC5dfIIgSIe+LeH27dvS38WNTf8169y5M37//XeLxAQAH3/8caHDExISEjB+/PhirTMvL086odPHx0c6uddUXl5e+P3337F371589tlnZp8zUxRXV1c8ePDA5KkbTdWpUyc0adIEFy9exE8//YSZM2dK73NT9vYDhtv85s2bqFu3rkVjLE0uLi549OgR6tSpY9Ex1camwdVX3CMMAPD2228jNzcXrq6uWLhwYbEe6+7ujt27d+PIkSP48ssvTRqGZy79o1IPHjwo0bSto0aNwgcffICDBw9K63FzczPr9bMGe3t7rF+/Ho0bN8adO3fwzjvv4IUXXoCPj0+Rj7XEECm58OReGyEIArp37y79v7hXk7t37x4OHz4s/V9/DGlZoNVq8dZbbwF4Mh65OPMX659oe+3atSKX11+msGLK3t4e27dvR/fu3eHp6SmNtU1MTCx0do2cnBxpKEpQUFChJ1Va4gtOfyyzJftvaUVdNfnpZfRj0z9CZe65EAVJTEyUiutWrVqZXbDr4hNF0aIzZunOT6hTp06xf6S5ublJhaAlXzPgybUAgoODjf4r6lybgnz//ffS+R2LFy82ay+bSqVCjx49kJiYCODJeyg5ORmiKEIUxQJnzSku3dHXhIQEg+LAEnSfKytXrsSmTZvw8OFDVK9e3eTCqrTyxBp0sSckJBR5lK44AgMDC32vFjXrUkH27NkjnQD/4Ycfonr16mbF1rVrV2kIbsWKFXH9+nXpvXrs2DGz1vk0/aOYJX2/jhw5EiqVCrm5udi6dSuAsjt3v46Liws+/fRTAE92Pr3//vsmPU7/tTLlh0JZwsLfhkyePFn6e82aNcUqGj/55BPk5eUBAJ5//nlZToQqzKpVq6Txt5999lmxDqPrH2L97bffCl02KytLOjmvUqVKhV7E7KOPPjI4eW/gwIHSjDg7d+40mN1DX3JysvRaF3UisO6CaiUREBAgHc49fvx4kV+a+jO2mHNBF3OdOHGiyNj0v+z0t6uHh4fBjD/mng/xNP3XoiQnNupPLWqpGXFu374tDUMKDAw0ax26aV1v3rxp0g8vuSQmJkoXDevWrRsGDBhg9rqmTJmCmzdvAnhSQFt6b51uCkxRFLFv3z6LrnvEiBGoWLEi4uPjpZltXnvtNZOHdZbG+9BadLE/fvwYf/zxh8zRGKc/61zDhg0NvpeLa+HChdJsSl9++WWxJo4wlf6ROf1pb83h7e2d7+iJ3MN8TDFs2DDp/LHNmzcbXNDLGP1JIZo3b15qsZUGFv42pGPHjnjhhRcAPBkSMXz4cJOGT+zZs0faW61WqzF//vxSjbO4UlJSpF/h7dq1w4gRI4r1+BdffFG6Au26deuk6ewKsnz5cqloDA4OLnQPb0FjqpcuXSrtYX/rrbcMxofr6B9K1c1OVJC0tDSTz2MojKOjI/r06QMASEpKKvRKlnfu3MGWLVsAPNkTons/WcODBw8Kje3QoUPSB3L79u3zvf666eIyMzOlKxSX1MaNG6W/Bw4caPZ6XnnlFWnGos8//9wiQ7j0j+rptm9x6U+x9+GHH5Y4ptLy/vvv49GjR1Cr1SW6hsDevXulGavGjRuHF1980VIhSnRTYALAp59+apFtrePq6ophw4YBeHIugf5Un6bo3bu3dPXXZcuWWfXk/ZLSnxVm/vz5Zp/zVNoWL14s/bD85ptvzLqmDgCcPXsWH330EYAn13IwdThXcelfcdYSw98mTZqEtm3bom3btnjppZfKzNz9hVGr1Zg5cyaAJz/YTamB9F+rcnXVXrDwtznr1q2TCqITJ07g+eefNzq8Q6vV4vvvv8egQYOk+YLnzp2L9u3bWy1eUyxatAiJiYkQBAFLliwxaWYEffrzwz969AiDBw8ucI/wkSNHpLP67ezsTL6Qh74qVargp59+AvBkJomxY8fmW8bNzU06PyEyMlI6WVFfeno6Bg0aJF2QqqRmzJgh/YiZNm0aTp48mW+Zhw8fYuDAgVKh8sYbb5g9i425pk+fjoiIiHztN27cwJgxY6T/FzSP98SJE6VDrp999hkWLVpkMCf201JSUrBkyRKDIW769uzZI42tbd++vdl71YEne8J0Q9WuXbuGl156Kd91CPRptVocPnwYn3zySYH3//LLL9LhaXd3d4SEhJgV18CBA6UjJ1u2bMGUKVMKPREyKysLa9eulQ7jW8PVq1cNLlBl7tSGiYmJ0rA6Pz8/LF682GIx6mvXrp0029i1a9cQHBxsdAiFKIrYu3dvsdY/adIkdO/eHd27d8fbb79drGEGFStWxNy5cwE8+aHdq1evIof/nTlzRiqK5NS2bVvpSE94eDheffXVQo/s5eXlYdeuXfj++++tFSJSUlKkWef69u2LXr16mbWex48fY8SIEcjNzUXlypWxevVqS4Zp4Nlnn5UmTTBlmtSi9O/fH6dPn8bp06eL/d6W06hRo6Thozt27Chy1iRd4V+1alUEBQWVenyWxJN7bUz16tXx22+/oXfv3rhz5w7+/PNPNG3aFL169cJzzz2HmjVrIjMzE1euXMGuXbsMPvSnTp1q8nRWxpJCfw/3o0ePjC5X2F73p+nGRI8ePbpYMyPo++yzz3Do0CHcuHEDv//+Oxo3bixN55eZmYnDhw9j27ZtUqH4ySefmH34rk+fPhg9ejTWrFmDgwcP4qeffso3jv+tt96SDgEPHDgQr776Kjp27IhKlSohOjoaa9euxd27dzFy5EisX7/erDj0tWvXDrNmzcLChQuRlpaGLl26YOjQoejWrRucnJwQHR2NlStXSrPENG/eXNrbZC29e/fGb7/9hg4dOmDUqFHo1KkT1Go1IiIisGrVKulkyQEDBhQ41KNixYoICwtDly5dkJqaipkzZ+KHH37AgAED0LhxY7i4uCA1NRU3b97EX3/9hePHjyMnJyff+TAnTpzA4cOHDU7Ia9OmjUnXBkhKSkJYWBicnZ3zjWNfuHAh/v77bxw5cgTHjh2Dn58fBgwYgPbt26NatWrIycnB/fv38c8//+C3337D/fv30b17d4OcXL9+PbZu3SpNNws82cNo7nAVlUqFnTt3on379vj333/x7bff4ueff8agQYMQEBAANzc3pKen4/bt24iMjMSRI0eQkZEhXeHaGnR7patWrVqi9+Trr7+OhIQEqFQqrFu3zuKz7uhbt24d2rRpg9jYWBw+fBj16tXDK6+8gtatW8PV1RUPHz7E+fPnsX//fsTFxRXrQk3Nmzc3+mPVFJMmTUJERATWr1+P8+fPo3HjxujXrx86d+6MmjVrQqPRIDExERcuXMCRI0cQGxuLevXqFToLkqmf9bGxsdIRh6fphvnl5uZK63r6R97q1atx9epVXLhwAdu2bcOvv/6KwYMHIygoCJUrV0ZWVhb+/fdfREVF4bfffsPDhw8LvWChpenG4xdn1rmCzJo1SxpKsnTp0lI918rR0RG9evXCzp07ERkZifT09FLNDXMsXrzYpJ1QdevWNXt7Ozg4YOrUqZg+fbq013/79u0FLpucnCxN+vDSSy9ZbLIGqxHJJt29e1ccMmSIKAiCCKDQf7Vr1xbXr19f5Dq7dOlS5LrM+Xfs2LF8z3Xs2DGDZVxdXcX79+8bjc3Hx0cEIHbp0sXoMvHx8WJgYGChsTg4OIiLFi0yug79uNasWWN0uZSUFNHb21sEIFaqVEmMjY01uF+r1YqvvvpqobH0799fzMzMlP5fWN9MNWfOHFGtVhf6vF26dBGTkpKMrkP3Wvv4+BT5fHPnzjV5O8+dO1fcsGGD6OjoaDS23r17i1lZWYU+Z0xMjNiyZUuT3nuOjo7iwYMHDR5vife5sdcmOztbnDRpUpHbQPdv5MiRBb72AMQKFSqIK1euLHIbmPL+uXv3rti9e3eTYlKr1eJPP/2Ubx1FbWt9sbGx0rKjRo0qcBn9vgIQly9fbnR9+s/9dK6JoiiuWrVKun/GjBlG17NmzRqT8tsU9+/fN+m9JAiCReMwJT+1Wq348ccfF5prT38mPE1/G5bWv4KkpKSIQ4YMMXkdc+bMKfHrW1QOPb2dZ82aZXRd+s9dUJ4cPnxY+t4eNGiQ0fU8/dlZEmFhYdK6iqoF9Pt67949s55v/PjxRX5WPJ3/xX2f6r8/TfmuEkVRTEtLEytXrizl5YULFwpcbtmyZdK6Dx8+XMzey6+c/UwhU9WsWRNbt27FP//8gzlz5qBdu3aoVasWHBwcpKEmQ4YMwbp163Dt2rVij5u3trlz55o9M4JO7dq1ERERgQ0bNuCll14yeD2aNWuGqVOn4vLly2YN8Xmaq6srVq9eDUEQkJaWhtGjRxvs1RMEARs3bsTmzZvx3HPPwd3dHQ4ODvDy8kLfvn2xbds2hIWFWXw2hI8++gjnz5/HW2+9hcaNG6NSpUpwdHSEl5cXBgwYgJ07d+L48eOyXcBt+PDhiIiIwNixY+Hn54cKFSqgSpUq6NatGzZt2oQDBw5I52sY07BhQ5w9exZ79uzBqFGj8Mwzz8DV1RVqtRru7u4ICAjAyJEjsXbtWty7d8/sw/HmcHBwwHfffYeYmBi8++67aNu2LapVqwY7Ozs4Ozujbt266N27NxYsWIDz58/nm5a0atWqeO655/Dpp5/i9u3bFtubWbNmTRw+fBjHjx/H+PHj0aRJE7i7u0OtVsPV1RWNGzfGkCFDsHz5cty5c6fAIWylqUWLFsUay64vLi4OU6ZMAQA0adLEakcrqlevjuPHj+N///sfRowYAT8/P1SsWBH29vbw9PREly5dMG/evBKfUGkOQRDwwQcfIDY2Fh999BG6dOmCGjVqwMHBARUqVICXlxd69OiBOXPm4NSpU0VeGdmaXF1dsXXrVpw7dw5TpkxBy5YtUbVqVdjZ2cHFxQUNGjRAcHCwdIV3ax+5rFmzZrEuBKXv0aNHCA0NhSiKqFGjhnTuXWnr27evdE2M4s4IaEtcXFykIZliIWP9ded+NWzYsMipYMsiQRSLcYyRiMiCjh8/Ll3lde7cudLMLXLq2rUrfv/9d6xZs6bYM1Lo+uPj42NwlVQiMk1cXJx0fQGWJ9bz9ddfY+rUqVCr1YiLi5P1Srtl2Y0bN6QZgJYvX15qJ12XJu7xJyIiIlKwN954AzVq1IBGoym1q1rbAt25Xz4+PgYTTpQnLPyJiIiIFMzJyUk64vrjjz8WOBW10sXGxkqTbXz88cfSFM3lDQt/IiI9HTt2RP/+/aUxr8Xh4eGB/v37m3VlWiJ6ch5MkyZN0KRJE7lDUZzXX38dgYGByM7ONpjVjJ749NNPkZubi/bt2xtcr6O84Rh/IpJNWRzjT0REZKu4x5+IiIiISAG4x5+IiIiISAG4x5+IiIiISAHs5A7AFmi1Wty9exeVKlWCIAhyh0NERERECiGKItLS0lCrVi2oVIXv02fhbwF3796Ft7e33GEQERERkULduXOnyIuvsfC3gEqVKgF48oK7urrKHA0RERERKUVqaiq8vb2lerQwLPwtQDe8x9XVlYV/OaTVahEbG4u6desWeYiMiCyPOUgkL+agbTBluDm3LimeVqtFYmIitFqt3KEQKRJzkEhezEHlYOFPRERERKQALPyJiIiIiBSAhT8pnkqlgpeXF8c1EsmEOUgkL+agcvDkXlI83QceEcmDOUgkL+agcvCnHSmeRqPB5cuXodFo5A6FSJGYg0TyYg4qBwt/UjxRFJGSkgJRFOUOhUiRmINE8mIOKgcLfyIiIiIiBWDhT0RERESkACz8SfFUKhX8/Pw4mwGRTJiDRPJiDioHZ/UhxVOpVPD09JQ7DCLFYg4SyYs5qBz8aUeKp9Fo8M8//3A2AyKZMAeJ5MUcVA4W/qR4oigiKyuLsxkQyYQ5SCQv5qBysPAnIiIiIlIAFv5ERERERArAwp8UT61Ww9/fH2q1Wu5QiBSJOUgkL+agcnBWH1I8QRDg7u4udxhEisUcJJIXc1A5uMefFC8vLw8RERHIy8uTOxQiRWIOEsmLOagc3ONPBHAKMyKZMQeJzJOZmYmYmJgSrSM9PR3Hjh1DVlYWXFxcSrQuf39/ODs7l2gdVHpY+BMRERGVUzExMWjVqpVF1jVv3rwSr+Ps2bMIDAwseTBUKlj4ExEREZVT/v7+OHv2bInWER0djVGjRmHdunVo2rRpieOhskvRhX9OTg5WrFiBn3/+GZcuXUJmZiY8PDzQrFkzhIaGYsiQIXKHSFagVqvRvHlzzmZAJBPmIJH5nJ2dS7yHXXfhriZNmnBvvY1TbOEfHx+PF154AZcuXYKHhwc6dOiAihUr4s6dO/jjjz9QsWJFFv4K4uDgIHcIRIrGHCQiKn2KLPyzsrLw/PPPIyYmBvPmzcN7770He3t76f7MzExcvXpVxgjJmjQaDSIjIxEUFAQ7O0WmBJGsmINE8tKdXM+T7G2fIj9hFy5ciJiYGIwbNw5z587Nd7+zszNatGhh/cCIiIiIiEqJ4ubxz83NxfLlywEAM2bMkDkaIiIiIiLrUNwe/3PnziEpKQm1atVC/fr1ceHCBezatQt3795F5cqV0alTJ7z44otQqRT3m4iIiIiIbJjiCv/z588DALy8vPDuu+/iiy++kM5mB4DPP/8cLVu2RFhYGOrUqSNXmGRFarUaQUFBnFGESCbMQSJ56XKPOWj7FFf4JycnAwCioqLw119/YeLEiZg8eTJq1Kgh/T8qKgp9+vTBuXPnDE761cnOzkZ2drb0/9TUVABPLnmtu9y1SqWCSqWCVquFVquVltW1azQagx8cxtrVajUEQch3GW1dcj59Io6xdjs7O4iiaNAuCALUanW+GI2122qfBEHA48eP4ejoCEEQbKJPtrid2Cfb7lNWVhYqVKggrdsW+mSL24l9ss0+6Z/cq3tsee+TKe220qenH1MYxRX+uhc5NzcXQ4cOxdKlS6X7evTogd9++w0NGzZEdHQ0tm7dihEjRuRbx8KFCzF//vx87VFRUahYsSIAoFq1aqhXrx5iY2ORmJgoLePl5QUvLy9cvXoVKSkpUrufnx88PT0RHR2NrKwsqd3f3x/u7u6Iiooy2OjNmzeHg4MDIiMjDWIICgpCTk6OdGQDePLmaN26NVJSUgwu6+3k5ISAgAAkJSXh5s2bUrubmxsaNWqEu3fvIj4+Xmq31T75+Pjgr7/+gpOTk1T4l/c+2eJ2Yp9st08XLlzA/fv34e7uDkEQbKJPtrid2Cfb7ZMuzkuXLiEwMNAm+mSL28lYnzIyMmAqQdT/uaEAS5cuxVtvvQUAOH78OLp06ZJvmYEDB2Lnzp0YOXIk1q1bl+/+gvb4e3t7Izk5Ga6urgDKxi9Afbbyq9bSfcrOzsb06dNx7tw5tGzZEosWLYKTk1O57pMtbif2ybb7lJ2djXPnziEwMBBqtdom+mSL24l9st0+RUZGon379jh16hTatm1rE30ypd1W+pSamoqqVasiJSVFqkONUdwefz8/vwL/LmiZe/fuFXi/o6MjHB0d87Xb2dnlm4Nat4GfpttgprYbm9u6OO2CIBTYbizG4raXtz4FBwdjz5490n1//fUXfvjhB/Tv3x9hYWGFxl5W+2RKO/vEPhlrl7NPui9V/ecv730yNcbitrNP7BNg2T7p1q9SqaQj3+W9T6a220KfinP9E8VNXRMYGCi9qZOSkgpcRtfu4uJitbjIunRFv4ODA2bOnImdO3di5syZcHBwwJ49exAcHCx3iESKYuxLkIiILEdxhX+NGjXQsWNHAMDhw4fz3Z+bm4vff/8dANCmTRurxkbWkZWVJRX9aWlp+PzzzxESEoLPP/8caWlpUvGvP/aOiEqPnZ0dWrduzav2EslEl3vMQdunuMIfgHS13oULF+L06dNSe15eHqZNm4abN2+iUqVKGD16tFwhUinSXbht6tSpcHBwgCiKePToEURRhIODA6ZMmWKwHBGVLv0cJCLr0+Uec9D2KbLw7969Oz7++GM8fPgQnTp1QocOHTBgwAA0aNAA3333HZycnLBlyxZUr15d7lCpFFy7dg0AMHbsWABPToyJiYmRTpx57bXXDJYjotL1dA4SkXXpT+dJtk2RhT8AfPDBB/j111/x/PPPIyYmBvv27YNGo0FoaCjOnTuHPn36yB0ilZIGDRoAAFauXFng/atWrTJYjoiIiMgWKG46z9KQmpoKNzc3k6ZRIvllZWXB2dlZGuOvUqkQGRmJoKAgaLVaVKpUCTk5OcjMzISTk5Pc4RLZvLy8PCkHOcaYyPr++usvtG3bFmfOnOH5jeVQcepQxe7xJ+VycnJC//79kZOTAxcXFwwfPhzbt2/H8OHD4eLigpycHPTv359FP5GVCIJgcAE9IrIuXe4xB20fd62QIoWFhaFNmzaIiIjAtm3bDO5r3bq1NI8/EZU+tVqNgIAAucMgUizddLqcVtf2sfAnRdq1axciIyPRu3dvODo6IjExEdWqVUN2djYOHjyIXbt2ISQkRO4wiRRBq9UiKSkJHh4eBV4Ah4hKl+6Ks/pXniXbxMKfFEej0WDatGno27cvwsLCoNVqpfHFKpUKwcHBmD59Ovr378+9H0RWoNVqcfPmTVSpUoWFP5EMWPgrBz9hSXHCw8MRFxeH9957L1+RoVKpMHv2bMTGxiI8PFymCImIiIgsj4U/Kc69e/cAAE2bNi3wfl27bjkiIiIiW8DCnxSnZs2aAIDo6GgAT2YxcHNzk2Yz0LXrliOi0vV0DhKRdXFWH+Vg4U+K06lTJ/j6+mLBggXQarVQq9Vo1KgR1Go1tFotFi5ciLp166JTp05yh0qkCPo5SETWx1l9lIOFPymOWq3G4sWLsX//fgQHB+PkyZOIiYnByZMnERwcjP379+PLL7/kByCRlWi1WsTHx/PEQiKZ8ORe5eCsPqRIISEh2LFjB6ZNm4aOHTtK7XXr1sWOHTs4lSeRFekK/xo1anBWHyIZsPBXDhb+pFghISHo378/jh8/jpMnT6JDhw7o2rUr9/QTERGRTWLhT4qmVqvRpUsXVKxYEUFBQSz6iYiIyGax8KdyLzMzEzExMSV6/F9//YW8vDw4OzuXKBZ/f/8Sr4NISTQaDf744w+cP38emZmZ6NKlC3+AE1mZbogdh9rZPhb+VO7FxMSgVatWcocBADh79iwCAwPlDoOoXNi1axemTZuGuLg4qc3X1xeLFy/meTZEVsTCXzlY+FO55+/vj7Nnz5r9+EuXLmHEiBHYsGEDGjduXOJYiKhou3btwsCBA9G3b19s2rQJLi4uSE9Px2effYaBAwfyJHsiK+LJvcrBwp/KPWdn5xLtZc/LywMAPPPMM9xbT2QFGo0G06ZNQ9++fREWFgatVovIyEi0adMGYWFhCA4OxvTp09G/f38O+yGyAhb+ysHCn4iIzGbOOTaRkZGIi4vDvHnz8PfffyM9PR3Hjh1DTk4OXFxcEBISgn379mHVqlUICgoq1rp5ng0RkXEs/ImIyGwlOccmNDTU4P/z5s0z+P/48eOLvU6eZ0NEZBwLf1I8ntREZD5zzrGJjIzE+PHjsXbtWjRr1izfeTbnz5/H6NGj8cMPP5i1x5+Iioffg8rBwp8Ujx94ROYz5xybgIAALFy4EDt37sSIESOk9saNG6NFixaYN28e6tati9dee41j/ImsgN+DysEtTIqn0WgMbomodKnVaixevBj79+9HcHAwoqKiAABRUVEIDg7G/v378eWXX7LoJ7ISfg8qBwt/UjxRFA1uiaj0hYSEYMeOHbhw4QLGjh0LABg7diyio6M5lSeRlfF7UDlY+BMRkSxCQkJw/fp1LFu2DACwbNkyXLt2jUU/EVEpYeFPRESyUavV0qxArVq14vAeIqJSxMKfFI8nNRHJizlIJC/moHJwC5Pi8QOPSF7MQSJ5MQeVg1uYFI+zGRDJizlIJC/moHKw8CfF42wGRPJiDhLJizmoHCz8iYiIiIgUgIU/EREREZECsPAnxdNNH8hpBInkwRwkkhdzUDlY+JPiCYJgcEtE1sUcJJIXc1A5WPiT4uXl5RncEpF1MQeJ5MUcVA4W/kRERERECsDCn4iIiIhIAVj4ExEREREpAAt/UjzOZkAkL+YgkbyYg8rBwp+IiIiISAFY+JPiaTQag1sisi7mIJG8mIPKwcKfiIiIiEgBWPgTERERESkAC38iIiIiIgVg4U+Kx9kMiOTFHCSSF3NQOVj4ExEREREpAAt/UjzOZkAkL+YgkbyYg8rBwp+IiIiISAFY+BMRERERKQALfyIiIiIiBWDhT4pnZ2dncEtE1sUcJJIXc1A5WPiT4omiaHBLRNbFHCSSF3NQOVj4k+JxNgMieTEHieTFHFQOFv5ERERERArAwh/AzJkzIQgCBEHAJ598Inc4REREREQWp/jC/88//8TixYshCILcoZBMdNue7wEieTAHieTFHFQORRf+mZmZCA0NRc2aNdG/f3+5wyGZqNVqg1sisi7mIJG8mIPKoejCf/bs2bh27Rp+/PFHuLm5yR0OyUSr1RrcEpF1MQeJ5MUcVA7FFv7Hjx/Hd999h5EjR6J3795yh0My4gcekbyYg0TyYg4qhyIL//T0dIwZMwbVq1fHN998I3c4RERERESlTpGXaJs+fTpiY2Oxe/duVK5cWe5wiIiIiIhKneIK/0OHDuGHH37AK6+8guDgYLPWkZ2djezsbOn/qampAIC8vDzk5eUBAFQqFVQqFbRarcGhM127RqMxuEKesXa1Wg1BEKT16rcD+S+2Yazdzs4OoigatAuCALVanS9GY+222ifdLAaiKObbfuW1T7a4ndgn2+2T/lVD8/LybKJPtrid2Cfb7ZN+Dur+Lu99MqXdVvr09GMKo6jCPyUlBa+99hqqVauG7777zuz1LFy4EPPnz8/XHhUVhYoVKwIAqlWrhnr16iE2NhaJiYnSMl5eXvDy8sLVq1eRkpIitfv5+cHT0xPR0dHIysqS2v39/eHu7o6oqCiDjd68eXM4ODggMjLSIIagoCDk5OTg/PnzUptarUbr1q2RkpKCmJgYqd3JyQkBAQFISkrCzZs3pXY3Nzc0atQId+/eRXx8vNRuq33SJU9MTIyUhOW9T7a4ndgn2+1TbGwsgP/LQVvoky1uJ/bJdvt05coVAE9ysFWrVjbRJ1vcTsb6lJGRAVMJov7PDRs3evRorF27Ftu2bcPgwYMN7gsNDcW6devw8ccf44MPPih0PQXt8ff29kZycjJcXV0BlI1fgPps5VdtafTp3LlzaN26NU6fPo1WrVrZRJ9scTuxT7bbp7/++gtt27aVctAW+mSL24l9st0+nT17Fu3atcPp06fRpk0bm+iTKe220qfU1FRUrVoVKSkpUh1qjKL2+O/evRt2dnZYtmwZli1bZnCf7tfeqlWrcPjwYdSoUQNbt24tcD2Ojo5wdHTM125nZwc7O8OXVLeBn6bbYKa2P71ec9oFQSiw3ViMxW0vr33SJWpB6yqvfSqsnX1in4y1y9UnY89fnvtki9uJfbLdPulfwEv3d3nvk6ntttAnY/cVuLzJS9qIvLw8/P7770bvj4uLQ1xcHHx8fKwYFRERERFR6VLUdJ6PHj2STlx5+t+oUaMAAB9//DFEUURcXJy8wRIRERERWZCiCn+igugOzRV0iI6ISh9zkEhezEHl4BYmxeMHHpG8mINE8mIOKge3MCme7uRe/bPxich6mINE8mIOKofiTu41Zu3atVi7dq3cYZAM+IFHJC/mIJG8mIPKwT3+REREREQKwMKfiIiIiEgBWPiT4vGkJiJ5MQeJ5MUcVA5uYVI8fuARyYs5SCQv5qBycAuT4mk0GoNbIrIu5iCRvJiDysHCnxRPFEWDWyKyLuYgkbyYg8rBwp+IiIiISAFY+BMRERERKQALf1I8ntREJC/mIJG8mIPKwS1MiscPPCJ5MQeJ5MUcVA5uYVI8zmZAJC/mIJG8mIPKwcKfFI+zGRDJizlIJC/moHKw8CciIiIiUgAW/kRERERECsDCnxRPrVYb3BKRdTEHieTFHFQOFv6keIIgGNwSkXUxB4nkxRxUDhb+pHh5eXkGt0RkXcxBInkxB5WDhT8RERERkQKw8CciIiIiUgAW/kRERERECsDCnxSPsxkQyYs5SCQv5qBysPAnIiIiIlIAFv6keBqNxuCWiKyLOUgkL+agcrDwJyIiIiJSABb+REREREQKwMKfiIiIiEgBWPiT4nE2AyJ5MQeJ5MUcVA4W/kRERERECsDCnxSPsxkQyYs5SCQv5qBysPAnIiIiIlIAFv5ERERERArAwp+IiIiISAFY+JPi2dnZGdwSkXUxB4nkxRxUDhb+pHiiKBrcEpF1MQeJ5MUcVA4W/qR4nM2ASF7MQSJ5MQeVg4U/EREREZECsPAnIiIiIlIAFv6keIIgGNwSkXUxB4nkxRxUDhb+pHhqtdrgloisizlIJC/moHKw8CfF02q1BrdEZF3MQSJ5MQeVg4U/KR4/8IjkxRwkkhdzUDlY+BMRERERKQALfyIiIiIiBWDhT4rH2QyI5MUcJJIXc1A5WPiT4nE2AyJ5MQeJ5MUcVA4W/qR4PKmJSF7MQSJ5MQeVg4U/KR4/8IjkxRwkkhdzUDlY+BMRERERKQALfyIiIiIiBWDhT4qnUqkMbonIupiDRPJiDioHtzApHj/wiOTFHCSSF3NQObiFSfF4UhORvJiDRPJiDioHC39SPH7gEcmLOUgkL+agciiu8M/NzcWRI0cwY8YMtG7dGu7u7rC3t0eNGjXQr18/HDhwQO4QiYiIiIgszk7uAKzt999/x/PPPw8AqFGjBjp27IiKFSvi0qVL2LdvH/bt24dx48ZhxYoVvHQ1EREREdkMxe3xV6lUGDBgAP744w/cu3cP+/fvx7Zt23DhwgVs3boVarUaP/74IzZs2CB3qGQlPKmJSF7MQSJ5MQeVw+wtrFari/3Pzk7+AwzdunXDjh070KlTp3z3DRkyBKGhoQCA9evXWzkykgs/8IjkxRwkkhdzUDnMrsRFUbRkHGVGy5YtAQB37tyRORKyFo1GY3BLRNbFHCSSF3NQOUq0C14QBPj5+eGNN95AUFCQpWKS1bVr1wAANWvWlDkSshbdj1hb/TFLVNYxB4nkxRxUDrML/88++wwrVqzAjRs3MHPmTLRp0wYTJ07E4MGD4eDgYMkYreb+/ftYu3YtAGDAgAHyBkNEREREZEFmF/4zZ87EjBkzsH//fixduhSHDx/GX3/9halTp+K1117DG2+8AR8fH0vGWqry8vIwfPhwpKSkoFmzZhg/frzRZbOzs5GdnS39PzU1VVpHXl4egCfj5FQqFbRarcG8uLp2jUZj8MvaWLtarYYgCNJ69duB/IfljLXb2dlBFEWDdkEQoFar88VorN1W+6Sj1Wrzbb/y2idb3E7sk+32SX8O8by8PJvoky1uJ/bJdvukn4O6x5b3PpnSbit9evoxhSnxUJ+XXnoJL730Eq5fv46lS5di3bp1+Pzzz/Hll1/ixRdfxMSJE/HCCy+U5Gms4o033sCRI0dQtWpV7Nixo9CjFgsXLsT8+fPztUdFRaFixYoAgGrVqqFevXqIjY1FYmKitIyXlxe8vLxw9epVpKSkSO1+fn7w9PREdHQ0srKypHZ/f3+4u7sjKirKYKM3b94cDg4OiIyMNIghKCgIOTk5OH/+vNSmVqvRunVrpKSkICYmRmp3cnJCQEAAkpKScPPmTandzc0NjRo1wt27dxEfHy+122qfdMX/lStXbKZPtrid2Cfb7VNsbCyA/8tBW+iTLW4n9sl2+6TLvStXrthMn2xxOxnrU0ZGBkwliBYe0JWZmYkNGzZg2bJluHDhAgRBQFhYGF566SVLPo1Fvf3221iyZAkqV66MI0eOSCf4GlPQHn9vb28kJyfD1dUVQNn4BajPVn7Vlkaf/v77b7Rq1QpnzpxBYGCgTfTJFrcT+2S7fYqIiECbNm2kHLSFPtnidmKfbLdP586dQ9u2bXHmzBm0bt3aJvpkSrut9Ck1NRVVq1ZFSkqKVIcaY/H5NZ2dnfHKK68gMzMT8+fPR1paWpk+WWTatGlYsmQJ3N3dcejQoSKLfgBwdHSEo6NjvnY7O7t8U5bqNvDTdBvM1HZjU6EWp10QhALbjcVY3Pby2iddMhW0rvLap8La2Sf2yVi7XH0y9vzluU+2uJ3YJ9vtk+6CpYIgSH+X9z6Z2m4LfSrOdPkWLfz//vtvfP/999iyZQuysrJgZ2eHIUOGSHtRy5qZM2fiq6++gpubGw4dOmQzMxNR8XA2AyJ5MQeJ5MUcVI4SF/65ubn4+eefsWzZMpw+fRqiKKJ27dp499138frrr6N69eqWiNPi3n33XSxatAhubm747bffpENbRERERES2yOzC/86dO1ixYgVWrVqFxMREiKKIrl27YuLEiQgODi7ykK6cPvjgA3z++efS8B4W/URERERk68wu/OvWrQtRFFGpUiW8+eabePPNN9GoUSNLxlYq9u7di08//RQAUL9+fXz//fcFLufh4YEvv/zSmqGRTHQ/Usvyj1UiW8YcJJIXc1A5zC78tVotBEGAo6MjDhw4gAMHDhT5GEEQcOPGDXOf0iIePHgg/R0ZGZlveiQdHx8fFv4KoX9SExFZH3OQlOz27dtISkqSNQbddJYxMTGy5qGHhwfq1Kkj2/MrQYnG+IuiiMTERIN5SwtTFj7UQ0NDERoaKncYVIbops4qzgUwiMhymIOkVLdv30ajRo2QmZkpdygAgOHDh8v6/M7Ozrh8+TKL/1JkduG/Zs0aS8ZBREREpChJSUnIzMzExhkfoJG3j2xxZOVkI+6/+/CtXgNODvmnK7eGy3duYfiiT5CUlMTCvxSZXfiPGjXKknEQERERKVIjbx8E1n9G1hg6NG4m6/OTdeS/0gAREREREdkcFv6keJzNgEhezEEiIuswe6jP7du3zXocx20REREREVmf2YW/r69vsWfpEQSBszZQmaPRaAxuici6mINERNZRouk8gSdTepbGskREREREZDklLvzr1auHN954Ay+//DLHZxIRERERlVFmn9y7detWdOzYETdu3MDMmTPRtWtXbNiwARUqVICPj4/Rf0REREREZH1mF/6DBw/G77//jvPnz2Ps2LF4+PAhPvzwQ9SpUwdDhw7FiRMnLBknUanhjCJE8mIOEhFZR4mH+jRt2hQ//PADFi1ahNWrV2PZsmXYtm0bfv75ZzRp0gQTJ07EyJEj4eTkZIl4iYjIgm7fvo2kpCRZY4iJiZFuiztphKV5eHhw9jkislklLvx1XF1dMWXKFEyZMgW//vorli1bhgMHDuDNN99EzZo10a9fP0s9FZFFcUYRUqrbt2/Dv5E/sjKz5A4FADB8+HC5Q4CTsxNiLsew+Ccim2Sxwl9f3bp14evrC2dnZ2RkZJTGUxARUQklJSUhKzMLw38YjurPVJctjtzHuXhw+wGq1KkC+wr2ssXx39X/sHH8RiQlJbHwJyKbZLHCXxRF7NmzB99//z2OHj0KURTh4eGBSZMmoWPHjpZ6GiIisrDqz1SHd4C3rDH4tfWT9fmJiJSgxIV/QkICfvrpJ/z444+Ij4+HKIpo06YNJk2ahMGDB8PBwcEScRIRERERUQmYXfifPHkSy5Ytw86dO5GTk4MKFSpg1KhRmDhxIlq1amXJGIlKlZ2dncEtERERkS0yu9Lp1KkTBEFA3bp1MWHCBIwZMwaVK1e2ZGxEVqG7ojSvLE1ERES2zOx5/HViY2Mxc+ZMeHh4QK1WF/qPe1SpLOKsPkRERKQEJarEuYeULEHuecT15xCX+8cp5xAnIiKi0mJ2lXPs2DFLxkEKdfv2bTRq1AiZmZlyh4JRo0bJHQKcnZ1x+fJlFv9ERERkcWYX/l26dLFkHKRQSUlJyMzMxNuLlsLLr74sMeRkP0bCv3fgWdsbDo4VZIkBAOJvXse3MyZxDnEiIiIqFRx0T2WCl199+DVpLtvz+we2ke25iYiIiKyhxCf3EhERERFR2cfCn4iIiIhIAVj4ExEREREpAAt/IiIiIiIFYOFPRERERKQALPyJiIiIiBSAhT8RERERkQKw8CciIiIiUgAW/kRERERECsDCn4iIiIhIAaxS+KvVaqjVanTo0AHHjx+3xlMSEREREZEeqxT+oihCFEWcOnUK3bt3R8+ePREZGWmNpyYiIiIiIgB21niSUaNGAQD+/fdfnDx5EocPH8aRI0eg0Wis8fRERERERIpnlcJ/zZo10t+5ubk4deoUh/wQEREREVmRVQp/ffb29ujcuTM6d+5s7acmIiIiIlIszupDRERERKQALPyJiIiIiBTAYkN9EhISEB8fj4yMDIiiaHQ5DvEhIiIiIrK+Ehf+S5cuxZIlS3Djxo0ilxUEAXl5eSV9SiIiIiIiKqYSFf6vvPIKtm/fXugefn2mLkdERERERJZl9hj/rVu34ueff4arqyt27NiBjIwMAECNGjWQl5eH+Ph4rFmzBvXr14eHhweOHDkCrVZrscCJiIiIiMh0Zhf+a9euhSAI+PjjjxESEgInJ6f/W6lKhVq1amHUqFE4d+4cvL29ERwcjOvXr1skaCIiIiIiKh6zC/+oqCgAwPDhww3an96r7+LigqVLlyItLQ2ff/65uU9HREREREQlYHbh/+jRI1SqVAnu7u5Sm729vTTkR1/79u3h7OyMw4cPm/t0RERERERUAmYX/lWrVoUgCAZt7u7uyMzMxKNHjwp8zP379819OiIiIiIiKgGzC//atWsjNTUV6enpUlujRo0AAMeOHTNY9ty5c8jMzISzs7O5T0dERERERCVgduEfGBgIAIiIiJDa+vTpA1EUMX36dERERCA3NxeRkZEYNWoUBEFAhw4dSh4xEREREREVm9mFv67I3759u9Q2YcIE1K5dG7GxsWjXrh0qVKiAtm3b4uLFi7Czs8P7779vkaCJiIiIiKh4zC78e/fujWPHjmH06NFSm4uLC44ePYr27dtDFEXpX506dbBr1y60bdvWIkETEREREVHxmH3lXjs7O3Tp0iVfe4MGDXDy5EnEx8fjzp07cHNzQ6NGjfKdCExERERERNZj9h7/onh5eaF9+/Zo3LhxmS36t2/fjq5du6Jy5cqoWLEiAgIC8MUXXyA3N1fu0IiIiIiILKrUCv+C3L1715pPV6gpU6Zg8ODBOHnyJNq0aYNevXrh9u3bmDVrFrp164asrCy5QyQiIiIishizC/+jR48Wa/lNmzahWbNm5j6dRYWFheHbb7+Fi4sLzpw5g19//RU7d+7EtWvX0KxZM5w4cQJz5syRO0wiIiIiIosxu/B/6aWX8Ouvvxa53IMHDzB48GCMHDnS6IW9rG3BggUAgHfffVealhQAPDw8sGzZMgDA0qVLkZKSIkt8RERERESWZnbhn5WVheDgYOzZs8foMvv370fTpk2xc+dO2NvbSwW3nP7991/p2gPDhg3Ld3/Hjh3h7e2N7Oxs/O9//7N2eEREREREpcLswv/9999HdnY2Bg8ejJ9//tngvvT0dIwdOxb9+/fH/fv30axZM0RERGDWrFklDrikoqKiAABVqlRB3bp1C1wmKCjIYFkiIiIiovLO7Ok8P/74Yzg5OeGDDz7Aq6++isePH2PkyJH4448/EBoailu3bkGlUmHGjBmYP38+7O3tLRm32WJjYwEAderUMbqMt7e3wbJERLaqhouA2mlJqJagljsU2WnTklDDpWzOQkdEZAlmF/4A8N5778HJyQnTpk3DmDFjsHPnThw4cABarRb169fH+vXr0a5dO0vFahFpaWkAgIoVKxpdxsXFBQCQmppa4P3Z2dnIzs6W/q9bLi8vD3l5eQAAlUoFlUoFrVYLrVYrLatr12g0EEWxyHa1Wg1BEKT16rcDgEajMandzs4OoigatAuCALVanS9GY+2l0aen+0WAKIoGr0tZ2E76bOW9xz5pkJeXh/GtHPDO2d3AWRCAlFYO/Cxnn6zWJ34H5ldQ/sm9nQprLwvvveK8j0pU+APAO++8gwoVKmDSpEnYv38/AODNN9/EF198AWdn55KuvkxauHAh5s+fn689KipK+kFRrVo11KtXD7GxsUhMTJSW8fLygpeXF65evWpw8rCfnx88PT0RHR1tMJWov78/3N3dERUVZbDRmzdvDgcHB0RGRhrEEBQUhJycHJw/f15qU6vVaN26NVJSUhATEyO1Ozk5ISAgAElJSbh586bUrrvo2t27dxEfHy+1l0afLl++bOxlVqz09HSD7VoWtpMtvvfYp/O4cuUKfjibA7dpr6D6M9WhdP9d/Q8/LF6PupcvS1/gZWE76djSe499etKnK1eugAxd1su/srKdgLL93svIyDDhlX1CEPV/bpTA2rVrMXbsWIiiiI8++gjvv/++JVZrcd999x0mT56MFi1aGB3D//bbb2PJkiUYOHAgtm/fnu/+gvb4e3t7Izk5Ga6urgDKxi9AfWX1V+25c+fQtm1bLNr5C/yaNM/3WivJzYvnMWNAL0RGRiIgIEBqLwvbSZ+tvPfYJ42Uf9OOTYN3gDeU7s4/d7D4ucU4c+aMNONbWdhO+mzlvcc+PYlRl4Nnl/yEwPrPQMnOXb+KVpNfLzD/5N5OhbWXhfdeamoqqlatipSUFKkONabEe/x1QkNDUaFCBYwcORIffvghHj9+jI8//thSq7cYX19fAMCdO3eMLqO7T7fs0xwdHeHo6Jiv3c7ODnZ2hi+pbgM/TbfBTG1/er3mtAuCUGC7sRiL225On4zFr2RlcTuVtJ19Kpt9Yv4VjJ/l7JO1+sQczK+g/JN7O5Wkvax9lpv9jhszZkyB7b6+vrh+/ToWLFiAc+fOoXr1/zt8LAgCVq1aZe5TWkTLli0BAMnJyYiNjS1wZh/d4RT9Of6JiIiIiMozswv/tWvXQhAEg8MU+v8XRREHDx40aC8Lhb+Xlxdat26NiIgIbN68Od+QpBMnTuDOnTtwdHRE7969ZYqSiIiIiMiyzC78R44cCUEon9Oevffee3j55Zfx2Wef4cUXX5T27CcnJ+PNN98EAEyaNAlubm5yhklEREQ2roaLAKe8eCDD7Esr2QSnvHhOp2sFJdrjX14FBwdj8uTJWLJkCdq1a4fu3bujYsWKOHLkCB49eoQOHTqUyfMTiIiIyLaMb+WARilfAylFL2vLGuHJa0GlS7FnlXz77bfo0KEDvv/+e/z555/Izc1FvXr18O677+Kdd96BgwPffERERFS6fjibgyH930Ujb+MXFlWCy3du44ezH6Gf3IHYOMUW/gAwePBgDB48WO4wiIiISKHup4vIsvMCKtaXOxRZZdlpcT/dIjPMUyEsUvgnJCRgx44diIiIQEJCAgRBgKenJ1q3bo2BAweiWrVqlngaslE1XAR4Zt6E+4OCp7ZSCs/MmxzfSERERKWm0MJfo9Fg7969OH/+PObOnZvvfq1Wiw8//BCLFy9GTk4OAEiz+giCgHXr1mHatGmYNWsWPvzww3J7MjCVrvGtHDDy+rvAdbkjkd9Njm8kIiKiUlJo4Z+Xl4fBgwdDEIQCC/8xY8Zgw4YNEEURjo6OaNWqFby9n1z98c6dOzh79iweP36Mjz76CPHx8fjpp59KpxdUrv1wNgd+Y7+GV70Gcociq/gb1/DD4okc30hERESlotDC39HREa6urnj06FG++w4cOID169cDAN5++218+OGHqFy5ssEyjx49wscff4yvv/4aq1evxsCBA/HCCy9YLnqyCffTRSQ4+8GlShO5Q5FVwj0NxzcSERFRqSly0lgXF5cC23/66ScIgoAZM2bg66+/zlf0A4C7uzsWL16MGTNmQBRF/PjjjyWPmIiIiIiIiq3Iwr9SpUoAnoz31/fXX39BEATMmjWryCeZNWsWVCoVTp06ZWaYRERERERUEkUW/j4+PgCAy5cvG7QnJyfD3d0dVapUKfJJqlSpAnd3dzx48MDMMImIiIiIqCSKLPzbtGkDANi6datBu6urK1JTU5GZmVnkk2RkZCAlJUU6ekBERERERNZVZOEfEhICURTx9ddf4++//5baW7RoAY1Gg5UrVxb5JD/99BM0Gg0CAgJKFCwREREREZmnyMK/WbNm6N+/P7KystC7d29EREQAAEJDQyGKImbMmFHoSbs//PADZs2aBUEQMHz4cMtFTkREREREJjPpyr0//fQTYmJicOXKFXTo0AFDhgzB888/D19fX8TFxWHChAn45JNP8Nxzz8HLywsAEB8fj6NHj+Lu3bsQRRFdu3bFqFGjSrUzRERERERUMJMKfw8PD5w6dQqvv/46du7ciU2bNmHz5s0AnlyhVxRFxMfHY+PGjQaP013Fd+jQoVixYgWv3EtEREREJBOTCn/gyZz827dvR1RUFLZs2YKIiAj8999/yMrKMlhOEAS4uLigRo0aaN26NV555RU0a9bM4oETEREREZHpTC78dVq2bImWLVuWRixERERERFRKijy5l4iIiIiIyj8W/kREREREClDsoT4669evN+txI0eONPcpiYiIiIjITGYX/qGhocWepUcQBBb+REREREQyMLvw11Gr1ahdu7YlYiEiIiIiolJiduHfvHlznD9/HhqNBi1atMDXX38NX19fC4ZGRERERESWYvbJvefOncPSpUtRuXJl7N27F02aNMGHH36Yb15/IiIiIiKSn9mFv0qlwptvvomrV69i3LhxyM7OxqeffopGjRph+/btloyRiIiIiIhKqMTTeVapUgXLly9HZGQknn32Wdy+fRuvvPIKunXrhujoaEvESEREREREJWSxefxbtGiB8PBwbNy4ETVr1sTx48cRGBiIyZMn49GjR5Z6GiIiIiIiMoPFL+A1bNgwXL16FbNmzYJKpcLSpUvxzDPP4Mcff4QoipZ+OiIiIiIiMkGpXLnX2dkZCxcuxMWLF9GnTx8kJSVhwoQJCAoKKo2nIyIiIiKiIpg9naefn5/pT2Jnh7y8PPz999/mPh0REREREZWA2YV/XFycBcMgIiIiIqLSZHbhv2bNGkvGQUREREREpcjswn/UqFGWjIOIiIiIiEqR2YU/ERHZhv+u/ifr8+c+zsWD2w9QpU4V2Fewly0OuV8HIqLSxsKfiEihPDw84OTshI3jN8odSpnh5OwEDw8PucMgIioVZhf+t2/fNutxderUMfcpiYjIgurUqYOYyzFISkqSNY7o6GiMGjUK69atQ9OmTWWNxcPDg99TRGSzzC7869atW+zHCIKAvLw8c5+SiIgsrE6dOrIXurrvBX9/fwQGBsoaCxGRLTO78OdVeImIyBLUarXBLRERlQ6zC//Y2NhiLd+vXz9ER0eb+3RERGSjBEEwuCUiotJhduHv4+NTrOUdHBzMfSoiIrJhuqE+HApKRFS6VHIHQEREREREpY+FPxERERGRArDwJyIiIiJSAKvN45+Tk2PuUxERkQ3jrD5ERNZhtXn8RVHkjA1ERERERDLhPP5ERCQrjUZjcEtERKWD8/gTERERESkA5/EnIiIiIlIAzupDRERERKQALPyJiEhWnNWHiMg6WPgTERERESkA5/GnMiH+5nXZnjsn+zES/r0Dz9recHCsIFsccr4GRHLirD5ERNZhtXn8iQri4eEBZ2dnfDtjktyhlAnOzs7w8PCQOwwiIiKyQVadx58X8KKn1alTB5cvX0ZSUpJsMURHR2PUqFFYt24dmjZtKlscwJMfQnXq1JE1BiIiIrJNVpvHn8iYOnXqyFrs5uXlAQD8/f0RGBgoWxxEREREpclq8/gTlVV2dnYGt0RkXcxBIiLrUNSsPgkJCVi/fj2GDRuGBg0aoEKFCnB2doa/vz8mT56MuLg4uUMkGeiGrZkzfI2ISo45SERkHSXevaLVanHr1i0kJycDAKpWrQofHx+oVGXvN8XUqVOxadMmqFQqNG3aFP369UNGRgYiIiLw3XffYfXq1di9ezeef/55uUMlK+KMIkTyYg6S0l2+c0vW58/KyUbcf/fhW70GnBwcZYlB7tdAKcwu/A8ePIjvv/8e4eHhSE9PN7jPxcUFnTp1wsSJE/Hiiy+WOEhLqVKlCubPn4/XXnsNtWvXltrT09Px+uuvY+vWrXjllVdw/fp1VK5cWcZIiYiIyNbpZrYbvugTuUMpEzizXekrduGflJSEYcOG4ciRIwAKPjSblpaGgwcP4uDBg+jWrRs2bdoET0/PkkdbQkuWLCmw3cXFBatWrcKBAwfw4MEDHDhwAMOHD7dydERERKQkZWFmO6DszG7Hme1KX7EK/wcPHqBDhw64fv06RFFEpUqV0LNnT7Ro0UL6hZaUlISoqCj89ttvSEtLw9GjR9GxY0ecOnUKVatWLZVOWIKzszMaNmyIyMhI3LlzR+5wyIp008xyulkieTAHScnkntkO+L9hdo0aNeLsdjauWIX/iBEjcO3aNTg4OOCDDz7AO++8g4oVKxa4bEZGBr766it8+umnuHHjBkaMGIH//e9/Fgm6NOTm5kon99asWVPeYMiq1Gq1wS0RWRdzkEhezEHlMPkM3OPHj+PgwYOwt7dHWFgYPvjgA6NFPwBUrFgRc+bMwe7du6FWq/Hrr7/i2LFjFgm6NKxatQpJSUlwcnIqU+clUOnTarUGt0RkXcxBInkxB5XD5D3+W7ZsAQBMmjQJvXr1MvkJXnzxRUyaNAnffPMNtmzZgueee674UZayCxcuYMaMGQCAOXPmoHr16oUun52djezsbOn/qampAJ5cCEp3MSiVSgWVSgWtVmuQSLp2jUZjcH6EsXa1Wg1BEKT16rcD+WfBMNZuZ2cHURQN2gVBgFqtzhejsXZb7ZPu/wVtv/LaJ1vcTuyT7fZJF7suB22hT7a4ndgn2+2Tfg7qHlve+2RKu6306enHFMbkwj88PByCIGD8+PEmr1xnwoQJ+OabbxAeHl7sx+rMnDkTe/fuLfbjVq5ciY4dOxq9Pz4+Hi+99BLS09PRr18/vPvuu0Wuc+HChZg/f36+9qioKOkoSLVq1VCvXj3ExsYiMTFRWsbLywteXl64evUqUlJSpHY/Pz94enoiOjoaWVlZUru/vz/c3d0RFRVlsNGbN28OBwcHREZGGsQQFBSEnJwcnD9/XmpTq9Vo3bo1UlJSEBMTI7U7OTkhICAASUlJuHnzptTu5uaGRo0a4e7du4iPj5fabbVPOvrrKe99ssXtxD7Zbp9069Y9ty30yRa3E/tku33SxRkTE2MzfbLF7WSsTxkZGTCVIJp4xRR3d3fk5OQgMzPT5JXrc3Z2hoODAx49emTW44cPH45NmzYV+3EHDx40eoTi/v376NKlC65evYoXXngBe/bsgaNj0fPXFrTH39vbG8nJyXB1dQVQNn4B6rOVX7Wl0afIyEi0bdsWp06dQlBQkE30yRa3E/tku306ffo02rdvL+WgLfTJFrcT+2S7fYqMjJRysG3btjbRJ1PabaVPqampqFq1KlJSUqQ61BiT9/jn5OSYVBQb4+joaFAsF9fGjRuxceNGsx//tISEBHTr1g1Xr15Fjx49EBYWZnL/HB0dC1zWzs4u3yXndRv4aboNZmq7sUvZF6ddEIQC243FWNz28ton3UwiarU637rKa58Ka2ef2Cdj7XL36ekctIU+mRJjcdvZJ/YJsGyf9HNQ951Y3vtkarst9MnYfQUx+eTeatWqITU11eBwhalSUlKQkpJSZi7KkJiYiG7duuHy5cvo3r079u7diwoVKsgdFslE/wOPiKyPOUgkL+agcphc+Ddv3hwAsHv37mI/ya5duwAAAQEBxX6spSUlJaFbt264ePEiunfvjn379sHJyUnusEhGukNz+ofoiMh6mINE8mIOKofJhX/fvn0hiiI+/PBDPHjwwOQnSE5Oxty5cyEIAvr27WtWkJby4MEDdO/eHdHR0ejRoweLfgLADzwiuTEHieTFHFQOkwcFhYaG4pNPPsG///6L7t27Y/v27ahfv36hj7l27RoGDRqE+Ph41K5dG6GhoSWNt0TGjh2L8+fPQxAEVKlSBRMmTChwueDgYAQHB1s3OCIiIiKiUmRy4e/o6IjVq1ejT58+OH/+PJo3b45hw4YhJCQELVu2RNWqVQE82cN/7tw57Ny5E1u3bsXjx49hZ2eHVatWlejkYEvQHakQRRE///yz0eV8fX1Z+BMRERGRTTH9NGAAzz//PDZs2IDXXnsNmZmZWLNmDdasWWN0eVEU4eTkhJUrV6Jnz54lDrakjh8/LncIVAbpzsIv6Gx8Iip9zEEieTEHlaPYW3jIkCGIjIzEyy+/DEEQIIpigf8EQcDLL7+MiIgIDB06tDRiJ7IIfuARyYs5SCQv5qByFGuPv46/vz927tyJ+/fv4/jx47h48SKSk5MBAFWrVkXjxo3x3HPPoUaNGhYNlqg08KQmInkxB4nkxRxUDrMKf50aNWrglVdesVQsRLLgBx6RvJiDRPJiDioHj+kQERERESkAC38iIiIiIgVg4U+Kx5OaiOTFHCSSF3NQObiFSfH4gUckL+YgkbyYg8rBLUyKp9FoDG6JyLqYg0TyYg4qBwt/UjxRFA1uici6mINE8mIOKgcLfyIiIiIiBWDhT0RERESkACz8SfF4UhORvJiDRPJiDioHtzApHj/wiOTFHCSSF3NQObiFSfE4mwGRvJiDRPJiDioHC39SPM5mQCQv5iCRvJiDysHCn4iIiIhIAVj4ExEREREpAAt/Ujy1Wm1wS0TWxRwkkhdzUDlY+JPiCYJgcEtE1sUcJJIXc1A5WPiT4uXl5RncEpF1MQeJ5MUcVA4W/kRERERECsDCn4iIiIhIAVj4ExEREREpAAt/UjzOZkAkL+YgkbyYg8rBwp+IiIiISAFY+JPiaTQag1sisi7mIJG8mIPKwcKfiIiIiEgBWPgTERERESkAC38iIiIiIgVg4U+Kx9kMiOTFHCSSF3NQOVj4ExEREREpAAt/UjzOZkAkL+YgkbyYg8rBwp+IiIiISAFY+BMRERERKQALfyIiIiIiBWDhT4pnZ2dncEtE1sUcJJIXc1A5WPiT4omiaHBLRNbFHCSSF3NQOVj4k+JxNgMieTEHieTFHFQOFv5ERERERArAwp+IiIiISAFY+JPiCYJgcEtE1sUcJJIXc1A5WPiT4qnVaoNbIrIu5iCRvJiDysHCnxRPq9Ua3BKRdTEHieTFHFQOFv6kePzAI5IXc5BIXsxB5WDhT0RERESkACz8iYiIiIgUgIU/KR5nMyCSF3OQSF7MQeVg4U+Kx9kMiOTFHCSSF3NQOVj4k+LxpCYieTEHieTFHFQOFv6kePzAI5IXc5BIXsxB5WDhT0RERESkACz8iYiIiIgUQPGFf3p6Ovz8/CAIAgRBQHx8vNwhkZWpVCqDWyKyLuYgkbyYg8qh+C08Y8YMxMXFyR0GyYgfeETyYg4SyYs5qByK3sK//fYbVqxYgYkTJ8odCsmIJzURyYs5SCQv5qByKLbwT01NxWuvvYa6devis88+kzsckhE/8IjkxRwkkhdzUDns5A5ALlOmTEF8fDwOHz6MihUryh0OEREREVGpUuQe/wMHDmDNmjV4/fXX0a1bN7nDISIiIiIqdYor/B8+fIjXX38d3t7eWLRokdzhUBnAk5qI5MUcJJIXc1A5FDfUZ9KkSbh37x4OHjwIV1dXs9aRnZ2N7Oxs6f+pqakAgLy8POTl5QF4kjwqlQpardZgzJyuXaPRQBTFItvVajUEQZDWq98OABqNxqR2Ozs7iKJo0C4IAtRqdb4YjbXbcp+AJ2Mbn95+5blPtrid2Cfb7JOuTZeDttAnW9xO7JPt9kl/jL/useW9T6a020qfnn5MYcpN4T9z5kzs3bu32I9buXIlOnbsCADYtWsXNm/ejNGjR6NXr15mx7Jw4ULMnz8/X3tUVJR0vkC1atVQr149xMbGIjExUVrGy8sLXl5euHr1KlJSUqR2Pz8/eHp6Ijo6GllZWVK7v78/3N3dERUVZbDRmzdvDgcHB0RGRhrEEBQUhJycHJw/f15qU6vVaN26NVJSUhATEyO1Ozk5ISAgAElJSbh586bU7ubmhkaNGuHu3bsG1zWw1T7pYrh06ZKUtOW9T7a4ndgn2+3T9evXAfxfDtpCn2xxO7FPttsnXZyXLl1CYGCgTfTJFreTsT5lZGTAVIKo/3OjDBs+fDg2bdpU7McdPHgQvXr1QlJSEpo0aQI7OztcvHgR7u7uBssJggAAuHPnDry8vApdZ0F7/L29vZGcnCwdRSgLvwD12cqv2tLoU2RkJNq2bYtTp04hKCjIJvpki9uJfbLdPp0+fRrt27eXctAW+mSL24l9st0+RUZGSjnYtm1bm+iTKe220qfU1FRUrVoVKSkpRY5mKTd7/Ddu3IiNGzea/fgTJ04gISEBXl5eCA4ONrrcoEGD4OjoiNDQUISGhha4jKOjIxwdHfO129nZwc7O8CXVbeCn6TaYqe1Pr9ecdkEQCmw3FmNx28tzn3T3Pb2u8twnW9xO7JNt9km37NM5WJ77ZIvbiX2y3T7p56BuR2h575Op7bbQJ2P3Fbi8yUvaiPj4eINDNE87ffo0AKBr165WioiIiIiIqPQppvAPDg42OKTytOIM9SHbor+ng4isjzlIJC/moHJwC5Pi8QOPSF7MQSJ5MQeVg1uYFE93wszTJ84QkXUwB4nkxRxUDhb+pHi6IWDlZIIrIpvDHCSSF3NQORQzxr8ofLMTERERkS3jHn8iIiIiIgVg4U+Kp5tL19icukRUupiDRPJiDioHC39SPN1UrrpbIrIu5iCRvJiDysHCnxRPd3nspy+TTUTWwRwkkhdzUDlY+BMRERERKQALfyIiIiIiBWDhT0RERESkACz8SfE4mwGRvJiDRPJiDioHC38iIiIiIgXglXtJ8TQajcEtEZkuMzMTMTExJVrHxYsXpduSTifo7+8PZ2fnEq2DSGn4PagcLPyJiMhsMTExaNWqlUXWNWrUqBKv4+zZswgMDLRANEREtoeFPxERmc3f3x9nz54t0TrS09Nx7NgxPPfcc3BxcSlxPEREVDAW/kREZDZnZ+cS72HPy8uDg4MDgoKCYGfHryUiotLCk3tJ8TibAZG81Go1goKCmINEMuH3oHKw8CciItnl5OTIHQIRkc1j4U+Kx9kMiOSl0Whw/vx55iCRTPg9qBws/ImIiIiIFIBnUVG5V9J5xHWPjYmJKfGJhZxDnIiIiMoqFv5U7llqHnHOIU4kH55USERU+lj4U7lX0nnEs7KyEBcXB19fXzg5OZU4FiIqHjs7O7Ru3VruMIgUS3e0m9Pp2j5uYSr3SjqPuCiKaNKkCdzc3CAIggUjIyJTiKKIlJQU5iCRTERRNLgl28WTe0nxNBoNYmJiOJsBkQw0Gg2OHj2KJUuW4OjRo8xDIhlwVh/l4B5/IiKSxa5duzBt2jTExcVJbb6+vli8eDFCQkLkC4yIyEZxjz8REVndrl27MHDgQDRr1gzh4eE4cuQIwsPD0axZMwwcOBC7du2SO0QiIpvDwp8UTxAEODk5cWwxkZVoNBpMmzYNffv2xc6dO5GdnY2//voL2dnZ2LlzJ/r27Yvp06dz2AGRlei+//g9aPs41IcUT61WIyAgQO4wiBQjPDwccXFxGD9+PJ555pl8Q33GjRuHffv2ITw8HF27dpUtTiKl0E2ny2l1bR/3+JPiabVaJCQkQKvVyh0KkSLcu3cPADB79mw0a9YMJ0+exM2bN3Hy5Ek0a9YM7733nsFyRFS6dN9//B60fSz8SfG0Wi1u3rzJDzwiK/H09AQAdOzYEWFhYWjTpg3+++8/tGnTBmFhYejQoYPBckRUulj4KwcLfyIiKlM4zpiIqHRwjD8REVlVQkICAODkyZPo378/evbsifv37yMiIgKHDh3CyZMnDZYjIiLLYOFPiicIAq8YSmRFNWvWBAAMGzYM27Ztw/79+6X77OzsMHToUGzevFlajohKF2f1UQ4W/qR4arUajRo1kjsMIsXo1KkTqlWrhk2bNqFPnz7o3bs3nJyckJWVhf/973/YvHkzPD090alTJ7lDJVIEzuqjHBzjT4qn1WoRHx/Pk5qIrEh/D2NAQADat2+PgIAA7nEkkgFP7lUOFv6keCz8iawrPDwcCQkJWLhwIaKjo9GxY0c0atQIHTt2xMWLF7FgwQIkJCQgPDxc7lCJFIGFv3Kw8CciIqvSzc8/adIkXL9+HYcPH8b8+fNx+PBhXLt2DZMmTTJYjoiILINj/ImIyKp0J+1GR0ejXbt26NKlCypWrIigoCCo1WpER0cbLEdERJbBPf6keCqVCtWqVYNKxXQgsoZOnTrB19cXCxYsgFarNchBrVaLhQsXom7dujy5l8hKdN9//B60fdzCpHgqlQr16tXjBx6RlajVaixevBj79+9HcHAwzpw5A09PT5w5cwbBwcHYv38/vvzyS84wQmQlLPyVg1uYFE+r1eLGjRs8qYnIikJCQrBjxw5cuHABzz77LFxdXfHss88iOjoaO3bsQEhIiNwhEikGT+5VDo7xJ8XTarVITEyEj48P93YQWVFISAj69u2L7777DqdPn0a7du3w1ltvwcHBQe7QiBSFhb9ysMohIiJZ7Nq1Cw0bNsT06dOxY8cOTJ8+HQ0bNsSuXbvkDo2IyCax8CciIqvbtWsXBg4ciGbNmiE8PBxHjhxBeHg4mjVrhoEDB7L4JyIqBRzqQ4qnUqng5eXFYT5EVqLRaDBt2jT07dsXYWFhAIC7d++iVq1aCAsLQ3BwMKZPn47+/fvzBF8iK+DJvcrBLUyKx8KfyLrCw8MRFxeH9957DyqVyiAHVSoVZs+ejdjYWF65l8hKWPgrB7cwKZ5Go8Hly5eh0WjkDoVIEXRX5G3atCmA/Dmoa+eVe4msQ5d7/B60fSz8SfFEUURKSgpEUZQ7FCJF0L9yL5A/B3nlXiLr0uUevwdtHwt/IiKyqqev3KuPV+4lIio9LPyJiMiqnr5y76lTp5CRkYFTp07xyr1ERKWIs/qQ4qlUKvj5+fGkJiIr0l25d+rUqejcubPU7uvryyv3ElkZT+5VDhb+pHgqlQqenp5yh0GkSIIgyB0CkeKx8FcOFv6keBqNBtHR0WjatCmHFhBZie4CXn369MHUqVPx4MEDVKlSBYcOHcLAgQO515/Iijirj3Kw8CfFE0URWVlZnM2AyEp0F/Bq1aoVoqOjsX//fuk+X19ftGrVihfwIrIizuqjHCz8iYjIqnQX8Lp16xb69u2LDRs2ICcnBw4ODvjiiy+wf/9+iKKI8PBwdO3aVe5wicq0zMxMxMTElGgdusfHxMTAzq5kpaG/vz+cnZ1LtA4qPYot/GNjY/HVV1/h119/RXx8POzs7FCrVi20b98ec+bMgZ+fn9whEhHZpH///RcA0KtXL4SFhUGr1SIyMhJBQUEICwtD3759cfDgQWk5IjIuJiYGrVq1ssi6Ro0aVeJ1nD17FoGBgRaIhkqDIgv/LVu2YMyYMXj8+DGaNWuGl156CVlZWbhx4wbWrl2LAQMGsPBXELVaDX9/fw4pILKSxMREAE9m9lGpVBAEQcpBQRAQHByMgwcPSssRkXH+/v44e/ZsidaRlZWFS5cuoXHjxnBycipxPFR2Ka7wP3LkCIYPHw5PT0/8/PPP+S4QExcXB0dHR5miIzkIggB3d3e5wyBSjGrVqgF4coLvmDFjoFKppBzUarUICwszWI6IjHN2drbIHvYOHTpYIBoq6xQ1b5NGo8HYsWOh1Wqxc+fOAq8K6evry8vEK0xeXh4iIiKQl5cndyhEilC7dm0AwMGDBxEcHIzw8HAcP34c4eHh0t5+/eWIqHTxe1A5FLXHf9++fYiLi0PHjh3x7LPPyh0OlSGcwozIejp16gRfX194eHjg/Pnz+S7gFRQUhOTk5AJ3zhBR6eD3oDIoqvD/9ddfAQCdO3dGXl4e9uzZg5MnTyIrKwu+vr7o378/x6YREZUytVqNxYsXS/P4T5s2Dffv30eNGjVw6NAhHDhwADt27OB5N0REFqaowv/8+fMAADs7O7Rp0wZRUVEG97/33nuYMmUKvvzyS15NkoioFIWEhGDHjh2YNm2awTz+devW5cW7iIhKiSAq6GoN/v7+uHLlCuzt7eHq6opvv/0WL7zwAh4/foytW7fi/fffR05ODhYsWIDZs2cbXU92djays7Ol/6empsLb2xvJyclwdXUF8OSy1yqVClqtFlqtVlpW167RaAwulGGsXTfLxdPj7nR7wp4+NGes3c7ODqIoGrQLggC1Wp0vRmPtttonQRCQkZEBR0dH6Qdfee+TLW4n9sk2+ySKIo4fP45bt26hTp066NSpExwcHMp1n2xxO7FPtt0nURTx+PFjVKhQQZrHv7z3yZR2W+lTamoqqlatipSUFKkONabc7PGfOXMm9u7dW+zHrVy5Eh07dgTwf1eky83NxebNm9GzZ09puenTp0Or1WLWrFlYuHAhJk+ejIoVKxa4zoULF2L+/Pn52qOioqTHVKtWDfXq1UNsbKzBlHReXl7w8vLC1atXkZKSIrX7+fnB09MT0dHRyMrKktr9/f3h7u6OqKgog43evHlzODg4IDIy0iCGoKAg5OTkSEc3gCdvjtatWyMlJcXgIh9OTk4ICAhAUlISbt68KbW7ubmhUaNGuHv3LuLj46V2W+2Tn58f7t27h+TkZJvpky1uJ/bJdvvk4eEBZ2dnCIKAqKgom+iTLW4n9sm2+ySKIgRBsKk+2eJ2KqhPGRkZMFW52eM/fPhwbNq0qdiPO3jwIHr16gXgyYt09uxZ+Pr6IjY2Nt+yaWlp0i+lo0eP4rnnnitwndzjb1t90mq1iIiIQGBgoPRc5b1Ptrid2Cfb7VN2djbOnTsn5aAt9MkWtxP7ZLt90mg0Ug46ODjYRJ9MabeVPtnkHv+NGzdi48aNJVqHn58fzp49a/TiXJUqVUK1atWQmJiIe/fuGV2Po6NjgXP929nZ5bvUtW4DP023wUxtN3YJ7eK0C4JQYLuxGIvbXl77pNVqpYR+el3ltU+FtbNP7JOxdjn7VFAOlvc+mRpjcdvZJ/YJsHyfdDmoG/JqC30ypd0W+mTsvoIoah5/3SWtk5KSCrxfo9Hg0aNHAAAXFxdrhUVEREREVOoUVfgPGDAAgiAgJibGYHyWzvHjx5GbmyuNcSMiIiIishWKKvzr16+P4cOHIycnB6+//rrByRa3bt3CW2+9BQAYOHAgatWqJVeYZGVqtRpBQUFGD7sRUeliDhLJizmoHOXm5F5LSUlJQbdu3XDu3Dl4eHigXbt2ePz4MU6fPo309HQEBATg6NGjqFKlisnrTE1NhZubm0knVVDZI4oisrKy4OTkxOs3EFmZRqPBH3/8gVu3bsHHxwedO3dm8UFkZfweLN+KU4cqao8/8GQ6ppMnT2LBggWoVasWjh49ij///BMNGjTAZ599hlOnThWr6KfyT6PR4Pz58/nOmCei0rVr1y7Ur18f3bp1w+jRo9GtWzfUr18fu3btkjs0IkXh96BylJtZfSypQoUKmD17dqEX6SIiotKza9cuDBw4EBUqVDBo/++//zBw4EBevZeIqBQobo8/ERHJS6PRYMKECRBFEd27d0d4eDiOHDmC8PBwdO/eHaIoYsKECdz7SERkYSz8iWB8Pl0isrzjx48jISEBHTt2xJ49e9CuXTtUqlQJ7dq1w549e9ChQwckJCTg+PHjcodKpBj8HlQGFv6keHZ2dmjdunWxLoBBRObTFfTz58+HSqUyyEGVSoV58+YZLEdEpYvfg8rBwp8UTxRFPHr0CAqb4IqozGAOEsmLOagcLPxJ8TQaDWJiYjiemMhKunbtCgCYO3cutFqtQQ5qtVrMnz/fYDkiKl38HlQOFv5ERGRVXbt2RbVq1XDixAn0798fp06dQkZGBk6dOoX+/fvjxIkT8PT0ZOFPRGRhHMxFRERWpVarsWLFCgwYMABHjhzB/v37pfucnZ0BAMuXL+fJhkREFsY9/qR4giDwaoVEVhYSEoKdO3fC09PToN3T0xM7d+7kHP5EVsTvQeUQRJ7JUWLFuVQyERH9H41Gg/DwcNy7dw81a9ZEp06duKefiKgYilOHcqgPKZ5Wq0VSUhI8PDygUvEgGJE1qdVqdO7cmTlIJCN+DyoHty4pnlarxc2bN6HVauUOhUiRmINE8mIOKgcLfyIiIiIiBWDhT0RERESkACz8SfEEQYCbmxtnMyCSCXOQSF7MQeXgrD4WwFl9iIiIiEgOxalDucefFE+r1SI+Pp4nNRHJhDlIJC/moHKw8CfF4wcekbyYg0TyYg4qBwt/IiIiIiIFYOFPRERERKQALPxJ8VQqFapVq8arFRLJhDlIJC/moHLYyR0AkdxUKhXq1asndxhEisUcJJIXc1A5+NOOFE+r1eLGjRs8qYlIJsxBInkxB5WDhT8pnlarRWJiIj/wiGTCHCSSF3NQOVj4ExEREREpAMf4W4Du4sepqakyR0LmyMvLQ0ZGBlJTU2Fnx5QgsjbmIJG8mIPlm67+1NWjheHWtYC0tDQAgLe3t8yREBEREZESpaWlwc3NrdBlBNGUnwdUKK1Wi7t376JSpUoQBEHucKiYUlNT4e3tjTt37sDV1VXucIgUhzlIJC/mYPkmiiLS0tJQq1atIqdk5R5/C1CpVPDy8pI7DCohV1dXfuARyYg5SCQv5mD5VdSefh2e3EtEREREpAAs/ImIiIiIFICFPymeo6Mj5s6dC0dHR7lDIVIk5iCRvJiDysGTe4mIiIiIFIB7/ImIiIiIFICFPxERERGRArDwJyIiIiJSABb+VC6EhoZCEIRC/z1+/Njo48+ePYtBgwahevXqqFChAurWrYu33noLCQkJVuwFUfm1adMmjBw5EgEBAfD09IS9vT3c3NzQpk0bLFy4EOnp6YU+/vDhw+jduzc8PDzg5OQEf39/vP/++0U+joieuHLlCr777juEhoaiWbNmsLOzgyAI+OSTTwp93Lx584r8/oyJibFSL0huvIAXlSsdOnRA/fr1C7xPrVYX2L5jxw4MHToUeXl5aN26NerWrYvIyEgsXboU27dvx4kTJ4yuk4ieWL58Of788080atQIgYGBqFKlCv777z+cOnUKERERWL16NX7//XfUqlUr32O//vprTJ06FYIgoFOnTqhevTrCw8OxYMEC7Ny5EydOnICHh4cMvSIqP5YvX45vv/3W7McHBASgRYsWBd5n6sWfqPxj4U/lytixYxEaGmry8nfv3sWoUaOQl5eHH374AePGjQMAaDQahIaGYuPGjRg2bBjOnDkDQRBKKWqi8m/x4sVo0KABqlSpYtCenJyM4OBgnDhxAtOmTcOWLVsM7o+KisK0adOgVquxb98+vPjiiwCAzMxM9OvXD0eOHMEbb7yBHTt2WK0vROVR06ZNMX36dLRs2RKBgYFYsGABNmzYYPLjg4ODMW/evNILkMoFDvUhm/bNN98gMzMTPXr0kIp+4MnRgeXLl8PNzQ0RERE4dOiQjFESlX1t27bNV/QDQNWqVbFgwQIAKDCPFi5cCFEUMXr0aKnoBwBnZ2esWrUKKpUKO3fu5FADoiKMHTsWixYtwrBhw+Dv7w+ViiUcFR/fNWTTdu/eDQAYNmxYvvtcXFzQr18/AMCuXbtMXufatWulcZGdO3c2utzzzz8vLbd27driBU5UjtjZPTl4/PTFf3JycnDgwAEABeegj48POnToAOD/ctUU+mOWR44cWeAyoiiiYcOG0nLHjx83ef1EVDjmYPnFwp/KlWPHjmHatGkYN24cZs+ejd27dyM7O7vAZdPS0nD9+nUAQFBQUIHL6NqjoqLMiic8PBx///13vvaLFy/i8OHDZq2TqDxJS0uThg/ofkjrXL16FZmZmQBKLwe3bdtW4En6Bw8exNWrV81aJ5EtOnfuHN59912MGzcOM2bMwObNm5GWllbi9TIHyxeO8adyZf369fnaatasidWrV6NXr14G7XFxcdLfderUKXB93t7eAIDY2Nhix9KlSxecOHECS5YswerVqw3uW7JkCdRqNTp16sS9HGRTDh06hM2bN0Or1Uon96alpaFXr174/PPPDZbV5ZW7uzsqVapU4PpKkoPdunXD0aNHsWLFCnz44YcG93377bdwc3NDgwYNEBkZWex1E9maffv2Yd++fQZtbm5uWLJkidG99kVhDpY/3ONP5UJAQAC+/fZbREdHIzU1Ff/99x8OHTqEZ599Fvfu3UO/fv3yFdj6ezIqVqxY4HpdXFwAAKmpqcWOydfXF/369cOWLVuQlJQktT948AAbN25Ev3794OPjU+z1EpVlly5dwrp167BhwwYcOnQIaWlpGDZsGNauXZtvZhBdDhrLP6BkOdipUye0bNkSK1asQG5urtR++fJl/PbbbxgzZkyhz02kBPXq1cOCBQsQFRWFBw8e4MGDBzhx4gT69u2LlJQUjBo1Cps2bTJr3czB8oeFP5UL77zzDiZPnowmTZqgUqVK8PT0xPPPP48TJ06gf//+yM3NxZQpU6we1+TJk/H48WP8+OOPUttPP/2EzMxMTJ482erxEJW2KVOmQBRF5OTk4Pr161i8eDEOHjyIxo0b448//rB6PJMnT8a9e/ewfft2qW3JkiUQBAGTJk2yejxEZc2IESMwe/ZstGjRApUrV0blypXRoUMH7Nu3D2+99RaAJ9+xOTk5Zq2fOVi+sPCnck0QBMyfPx8A8M8//+DOnTvSffpDCzIyMgp8vO7iQa6urmY9f9euXdG8eXMsX74ceXl5yMvLw/fff4/mzZuja9euZq2TqDywt7dHvXr1MHXqVBw8eBAPHz7E8OHDkZWVJS2jy0Fj+QeUPAeHDh0KT09PLFmyBADw8OFDrF+/Hn369IGfn59Z6yRSinnz5kGtViMxMRFnzpwxax3MwfKFhT+Ve40aNZL+jo+Pl/7WH2Zz+/btAh+r+6Hg6+tr9vO//fbbiI+Px+7du7F7927cuXNH2otCpARt27ZF48aNcefOHYOxvLq8evTokdGTCEuag46Ojhg/fjzOnDmDiIgIrFy5kkfciExUpUoVeHp6AjD8/iwO5mD5wsKfyr3k5GTpb/29/K6urtIVeY2dWKRrDwwMNPv5hw0bBg8PDyxZsgRLlixB1apV8eqrr5q9PqLySDeOV392j4YNG8LZ2RlA6ebghAkTYG9vj6+//hrff/89GjdujB49epi9PiKl0Gg0SElJAQCjJ+CbgjlYfrDwp3Jv69atAJ4U+g0bNjS47+WXXwYAbN68Od/j0tPTpRkOQkJCzH7+ChUqYNy4cThx4gROnDiBsWPHwsnJyez1EZU3SUlJ+OeffwAAzzzzjNTu4OCAPn36ACg4B2/duoU///wTwP/lqjlq1qyJQYMGYcuWLbh16xaPuBGZaO/evcjMzIQgCEan3DUFc7D8YOFPZd7ff/+NvXv3Ii8vz6Bdq9Vi1apVeO+99wA8OcHI3t7eYJkpU6bA2dkZhw8fxk8//SS1azQavPnmm3j06BFat26Nnj17lijGN998E3369EGfPn0wceLEEq2LqKy5dOkSNm3ahMePH+e77+rVqxg0aBCys7PRrl07NGvWzOD+d999F4IgYM2aNfjll1+k9szMTLz22mvQaDQYMGAA/P39SxTj9OnT0adPH/Tv3x8jRowo0bqIbMXt27excePGAnM3LCwMY8eOBQC8+uqrqFGjRomeizlYPnAefyrz4uLi8PLLL6Ny5coIDAxE9erV8ejRI0RHR0tj94cOHYq5c+fme2ytWrWwdu1aDB06FOPGjcOqVavg6+uLiIgI3Lx5E9WrV8fmzZshCEKJYqxduzb2799fonUQlVUJCQkYPnw4xo8fj5YtW8LLyws5OTm4ffs2zp07B61Wi0aNGmHbtm35HhsYGIjFixdj6tSp6N27N7p06QJPT0+Eh4fj3r17aNiwIVasWFHiGFu2bMkcJJt27tw5vPnmm9L/b9y4AQD44YcfDN77u3fvRs2aNQE8mV56xIgRmDBhAlq2bInatWsjKysLly5dwrVr1wAAzz33HJYvX17i+JiD5QMLfyrzAgICMGXKFERGRiImJgYnT56EKIqoXr06Bg4ciNGjR6N3795GHz9o0CD4+flhwYIFCA8PR1RUFGrWrImJEydizpw5qF69uhV7Q1T+NGnSBJ9++inCw8MRExODqKgo5ObmokqVKujevTtCQkIwevRoODo6Fvj4d955B82aNcPixYvx119/ISMjA3Xq1MHs2bMxe/bsEo0tJlKK1NTUAmfeiY+PNzgxV/9q9t7e3pg1axYiIiJw/fp1nDt3Djk5OfDw8EDfvn0xbNgwDBkyBCoVB4AohSCKoih3EEREREREVLr4E4+IiIiISAFY+BMRERERKQALfyIiIiIiBWDhT0RERESkACz8iYiIiIgUgIU/EREREZECsPAnIiIiIlIAFv5ERERERArAwp+IiIiISAFY+BMRERERKQALfyIiIiIiBWDhT0RERESkACz8iYiIiIgU4P8BP/YrzgQPjLMAAAAASUVORK5CYII=\n"
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipython-input-4128891201.py:16: MatplotlibDeprecationWarning: The 'labels' parameter of boxplot() has been renamed 'tick_labels' since Matplotlib 3.9; support for the old name will be dropped in 3.11.\n",
            "  box = plt.boxplot(errors_mlr, patch_artist=True, labels=['50 м', '30 м', '15 м'])\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 800x600 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "#вывод сравнительной таблицы оценки точности определения расстояний на тестовых сеансах\n",
        "print_error_metrics_table(analysis_results_50m_test, analysis_results_30m_test, analysis_results_15m_test)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "sOboe0n-rh6T",
        "outputId": "f0736f8d-0203-4256-dea8-7ceaefd78599"
      },
      "execution_count": 34,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|                Метрика                 |  Способ  |  50 м  |  30 м  |  15 м  |\n",
            "+========================================+==========+========+========+========+\n",
            "|             Средняя ошибка             |  MLR_G   |  0.1   |  2.1   |  3.9   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|                  СКО                   |  MLR_G   |  2.3   |  2.1   |  3.1   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|             Полная ошибка              |  MLR_G   |  2.3   |  3.0   |  5.0   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|            p-value (Шапиро)            |  MLR_G   |  0.0   |  0.4   |  0.0   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "| Соответствие нормальному распределению |  MLR_G   |  Нет   |   Да   |  Нет   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|             Средняя ошибка             |  MLR_S   |  0.8   |  1.7   |  3.8   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|                  СКО                   |  MLR_S   |  2.6   |  2.1   |  3.1   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|             Полная ошибка              |  MLR_S   |  2.7   |  2.7   |  4.9   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|            p-value (Шапиро)            |  MLR_S   |  0.0   |  0.4   |  0.0   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "| Соответствие нормальному распределению |  MLR_S   |  Нет   |   Да   |  Нет   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|             Средняя ошибка             |  Gauss   |  4.3   |  16.2  |  -9.2  |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|                  СКО                   |  Gauss   |  2.1   |  8.3   |  5.8   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|             Полная ошибка              |  Gauss   |  4.8   |  18.2  |  10.8  |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|            p-value (Шапиро)            |  Gauss   |  0.0   |  0.0   |  0.0   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "| Соответствие нормальному распределению |  Gauss   |  Нет   |  Нет   |  Нет   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "#вывод сравнительной таблицы оценки точности определения расстояний на калибровочных сеансах\n",
        "print_error_metrics_table(analysis_results_50m_cal, analysis_results_30m_cal, analysis_results_15m_cal)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "UuJU6vnotZG4",
        "outputId": "fcbf8170-9301-4eee-8788-020e765a03f4"
      },
      "execution_count": 35,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|                Метрика                 |  Способ  |  50 м  |  30 м  |  15 м  |\n",
            "+========================================+==========+========+========+========+\n",
            "|             Средняя ошибка             |  MLR_G   |  0.0   |  -0.0  |  0.0   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|                  СКО                   |  MLR_G   |  2.3   |  1.9   |  2.4   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|             Полная ошибка              |  MLR_G   |  2.3   |  1.9   |  2.4   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|            p-value (Шапиро)            |  MLR_G   |  0.0   |  0.0   |  0.0   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "| Соответствие нормальному распределению |  MLR_G   |  Нет   |  Нет   |  Нет   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|             Средняя ошибка             |  MLR_S   |  0.0   |  -0.0  |  -0.0  |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|                  СКО                   |  MLR_S   |  2.4   |  1.8   |  2.4   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|             Полная ошибка              |  MLR_S   |  2.4   |  1.8   |  2.4   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|            p-value (Шапиро)            |  MLR_S   |  0.0   |  0.0   |  0.0   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "| Соответствие нормальному распределению |  MLR_S   |  Нет   |  Нет   |  Нет   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|             Средняя ошибка             |  Gauss   |  -1.9  | -15.0  | -11.0  |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|                  СКО                   |  Gauss   |  3.0   |  9.3   |  4.5   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|             Полная ошибка              |  Gauss   |  3.6   |  17.7  |  11.9  |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "|            p-value (Шапиро)            |  Gauss   |  0.0   |  0.0   |  0.0   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n",
            "| Соответствие нормальному распределению |  Gauss   |  Нет   |  Нет   |  Нет   |\n",
            "+----------------------------------------+----------+--------+--------+--------+\n"
          ]
        }
      ]
    }
  ],
  "metadata": {
    "colab": {
      "collapsed_sections": [
        "tL7ffCyIXSP5",
        "2R6QWKm2TwHn",
        "wE5te-oXaTK-",
        "CWg-gnDdZVnr",
        "o31lu5Ie7SfF",
        "et46-kUD7vQ1"
      ],
      "provenance": [],
      "authorship_tag": "ABX9TyMslJUTmqnFZt9NpNNMZPCb",
      "include_colab_link": true
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}