diff --git a/statapp/_vendor/multipolyfit.py b/statapp/_vendor/multipolyfit.py index c96b804..bcebcf9 100644 --- a/statapp/_vendor/multipolyfit.py +++ b/statapp/_vendor/multipolyfit.py @@ -9,8 +9,7 @@ # See the GPL-3.0 license for details. import itertools -import numpy as np -from numpy import linalg, zeros, ones, hstack, asarray, diagonal +from numpy import linalg, zeros, ones, hstack, asarray from sympy import symbols, Mul, Add, S @@ -90,15 +89,7 @@ def multipolyfit(xs, y, deg, full=False, modelOut=False, powersOut=False): return beta, powers if full: - residues = result[1] - dof = len(a) - len(beta) - - mse = residues / dof - cov = mse * diagonal(linalg.inv(a.T @ a)) - se = np.sqrt(cov) - tStatistics = beta / se - - return result, powers, tStatistics, mse + return result, powers, a return beta diff --git a/statapp/calculations.py b/statapp/calculations.py index a16d41a..dd471f1 100644 --- a/statapp/calculations.py +++ b/statapp/calculations.py @@ -66,54 +66,72 @@ class RegressionResult: Attributes: paramsAndImportance (np.ndarray): Параметры модели. Первая колонка - residualVariance (np.float64): Остаточная дисперсия + scaledResidualVariance (np.float64): Остаточная дисперсия (масштабированная) monomials (list): Список одночленов в строковом виде без коэффициентов. Свободный член - c """ paramsAndImportance: np.ndarray residualVariance: np.float64 + scaledResidualVariance: np.float64 + rSquared: np.float64 + fStatistic: np.float64 monomials: list -def linearPolynom(inputData) -> RegressionResult: +def commonPolynom(inputData, deg) -> RegressionResult: x = inputData[:, 1:] y = inputData[:, 0] - data = pd.DataFrame(x) - data.insert(0, 'const', 1) - # --- - result = np.linalg.lstsq(data, y, rcond=None) - # Коэффициенты регрессии - params = result[0] - # Остатки - residues = result[1] - dof = len(data) - len(params) + result, powers, data = multipolyfit(x, y, deg, full=True) + (out, mse, scaledResidualVariance, + rSquared, fStatistic) = calculateStats(data, result[0], result[1], y) + + return RegressionResult( + out.to_numpy(), + np.float64(mse), + np.float64(scaledResidualVariance), + np.float64(rSquared), + np.float64(fStatistic), + ['c' if str(x) == '1' else str(x) for x in getTerms(powers)] + ) + + +def linearPolynom(inputData) -> RegressionResult: + return commonPolynom(inputData, 1) + + +def squaredPolynom(inputData) -> RegressionResult: + return commonPolynom(inputData, 2) + + +def calculateStats(data, params, residues, y): + # pylint: disable-msg=too-many-locals + + k = len(params) # Количество оцениваемых параметров (коэффициентов) + n = len(data) # Количество наблюдений + + # Степень свободы (degrees of freedom) для остатков + dof = n - k # Количество наблюдений минус количество оцениваемых параметров + # Остаточная дисперсия (Mean Squared Error, MSE) mse = residues / dof + # Среднее значение остатков + meanResiduals = np.sum(residues) / dof + # Масштабированная остаточная дисперсия + scaledResidualVariance = residues / meanResiduals ** 2 + # Ковариационная матрица коэффициентов cov = mse * np.diagonal(np.linalg.inv(data.T @ data)) + # Стандартные ошибки коэффициентов se = np.sqrt(cov) + # T-статистики для каждого коэффициента регрессии tStatistics = params / se - # возможно стоит сделать через np.reshape + np.concatenate + # R-squared (коэффициент множественной детерминации) + sst = np.sum((y - np.mean(y)) ** 2) # Сумма квадратов отклонений + rSquared = 1 - (mse[0] / sst) + + # F-statistic (статистика Фишера) + fStatistic = (rSquared / (k - 1)) / ((1 - rSquared) / (n - k)) + out = pd.DataFrame() out[0] = params out[1] = tStatistics - return RegressionResult( - out.to_numpy(), - np.float64(mse[0]), - ['c'] + [f'x{i}' for i in range(1, len(params))] - ) - - -def squaredPolynom(inputData): - x = inputData[:, 1:] - y = inputData[:, 0] - result, powers, tStatistics, mse = multipolyfit(x, y, 2, full=True) - betas = result[0] - - out = pd.DataFrame() - out[0] = betas - out[1] = tStatistics - - return RegressionResult( - out.to_numpy(), - np.float64(mse[0]), - ['c' if str(x) == '1' else str(x) for x in getTerms(powers)] - ) + return out, mse[0], scaledResidualVariance, rSquared, fStatistic diff --git a/statapp/main_window.py b/statapp/main_window.py index b38132b..4839fb0 100644 --- a/statapp/main_window.py +++ b/statapp/main_window.py @@ -25,13 +25,13 @@ from PySide2.QtWidgets import QMainWindow, QMessageBox from statapp.calculations import generateXValues, generateYValues from statapp.constants import NUMBERS_PRECISION from statapp.generate_factor_window import GenerateFactorWindow -from statapp.linear_polynom_window import LinearPolynomWindow +from statapp.polynoms.linear_polynom_window import LinearPolynomWindow from statapp.mathtex_header_view import MathTexHeaderView from statapp.models.input_values_model import InputValuesModel from statapp.generate_window import GenerateWindow from statapp.about_window import AboutWindow from statapp.models.fileslc_model import FileSLCModel -from statapp.squared_polynom_window import SquaredPolynomWindow +from statapp.polynoms.squared_polynom_window import SquaredPolynomWindow from statapp.ui.ui_main_window import Ui_MainWindow from statapp.utils import buildMessageBox, addIcon, FloatDelegate from statapp.variance_analysis import VarianceAnalysisWindow diff --git a/statapp/polynoms/linear_polynom_window.py b/statapp/polynoms/linear_polynom_window.py new file mode 100644 index 0000000..aa7a40f --- /dev/null +++ b/statapp/polynoms/linear_polynom_window.py @@ -0,0 +1,27 @@ +# +# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko. +# +# This file is part of Statapp +# (see https://github.com/shizand/statapp). +# +# This program is free software: you can redistribute it and/or modify +# it under the terms of the GNU General Public License as published by +# the Free Software Foundation, either version 3 of the License, or +# (at your option) any later version. +# +# This program is distributed in the hope that it will be useful, +# but WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +# GNU General Public License for more details. +# +# You should have received a copy of the GNU General Public License +# along with this program. If not, see . +# +from statapp.calculations import linearPolynom +from statapp.polynoms.polynom_window import PolynomWindow + + +class LinearPolynomWindow(PolynomWindow): + def __init__(self, data): + result = linearPolynom(data) + super().__init__(result, "Линейный полином") diff --git a/statapp/linear_polynom_window.py b/statapp/polynoms/polynom_window.py similarity index 77% rename from statapp/linear_polynom_window.py rename to statapp/polynoms/polynom_window.py index 6d040c0..736a8fa 100644 --- a/statapp/linear_polynom_window.py +++ b/statapp/polynoms/polynom_window.py @@ -18,22 +18,19 @@ # along with this program. If not, see . # from PySide2.QtWidgets import QDialog, QHeaderView - -from statapp.calculations import linearPolynom from statapp.mathtex_header_view import MathTexHeaderView from statapp.models.regression_result_model import RegressionResultModel -from statapp.ui.ui_linear_polynom_window import Ui_LinearPolynomWindow +from statapp.ui.ui_polynom_window import Ui_PolynomWindow from statapp.utils import addIcon, FloatDelegate -class LinearPolynomWindow(QDialog): - def __init__(self, data): +class PolynomWindow(QDialog): + def __init__(self, result, windowTitle): super().__init__() - self.ui = Ui_LinearPolynomWindow() + self.ui = Ui_PolynomWindow() self.ui.setupUi(self) addIcon(self) - - result = linearPolynom(data) + self.setWindowTitle(windowTitle) self.model = RegressionResultModel(result) self.ui.tableView.setItemDelegate(FloatDelegate()) @@ -43,3 +40,6 @@ class LinearPolynomWindow(QDialog): header.setSectionResizeMode(QHeaderView.ResizeMode.Stretch) self.ui.residualVarianceValueLabel.setText(str(result.residualVariance)) + self.ui.scaledResidualVarianceValueLabel.setText(str(result.scaledResidualVariance)) + self.ui.fStatisticValueLabel.setText(str(result.fStatistic)) + self.ui.rSquaredValueLabel.setText(str(result.scaledResidualVariance)) diff --git a/statapp/polynoms/squared_polynom_window.py b/statapp/polynoms/squared_polynom_window.py new file mode 100644 index 0000000..760c3d2 --- /dev/null +++ b/statapp/polynoms/squared_polynom_window.py @@ -0,0 +1,27 @@ +# +# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko. +# +# This file is part of Statapp +# (see https://github.com/shizand/statapp). +# +# This program is free software: you can redistribute it and/or modify +# it under the terms of the GNU General Public License as published by +# the Free Software Foundation, either version 3 of the License, or +# (at your option) any later version. +# +# This program is distributed in the hope that it will be useful, +# but WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +# GNU General Public License for more details. +# +# You should have received a copy of the GNU General Public License +# along with this program. If not, see . +# +from statapp.calculations import squaredPolynom +from statapp.polynoms.polynom_window import PolynomWindow + + +class SquaredPolynomWindow(PolynomWindow): + def __init__(self, data): + result = squaredPolynom(data) + super().__init__(result, "Квадратичный полином") diff --git a/statapp/squared_polynom_window.py b/statapp/squared_polynom_window.py deleted file mode 100644 index ce0d63b..0000000 --- a/statapp/squared_polynom_window.py +++ /dev/null @@ -1,45 +0,0 @@ -# -# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko. -# -# This file is part of Statapp -# (see https://github.com/shizand/statapp). -# -# This program is free software: you can redistribute it and/or modify -# it under the terms of the GNU General Public License as published by -# the Free Software Foundation, either version 3 of the License, or -# (at your option) any later version. -# -# This program is distributed in the hope that it will be useful, -# but WITHOUT ANY WARRANTY; without even the implied warranty of -# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -# GNU General Public License for more details. -# -# You should have received a copy of the GNU General Public License -# along with this program. If not, see . -# -from PySide2.QtWidgets import QDialog, QHeaderView - -from statapp.calculations import squaredPolynom -from statapp.mathtex_header_view import MathTexHeaderView -from statapp.models.regression_result_model import RegressionResultModel -from statapp.ui.ui_squared_polynom_window import Ui_SquaredPolynomWindow -from statapp.utils import addIcon, FloatDelegate - - -class SquaredPolynomWindow(QDialog): - def __init__(self, data): - super().__init__() - self.ui = Ui_SquaredPolynomWindow() - self.ui.setupUi(self) - addIcon(self) - - result = squaredPolynom(data) - - self.model = RegressionResultModel(result) - self.ui.tableView.setItemDelegate(FloatDelegate()) - self.ui.tableView.setModel(self.model) - self.ui.tableView.setVerticalHeader(MathTexHeaderView(self.ui.tableView)) - header = self.ui.tableView.horizontalHeader() - header.setSectionResizeMode(QHeaderView.ResizeMode.Stretch) - - self.ui.residualVarianceValueLabel.setText(str(result.residualVariance)) diff --git a/statapp/ui/linear_polynom_window.ui b/statapp/ui/linear_polynom_window.ui deleted file mode 100644 index 75cf5f3..0000000 --- a/statapp/ui/linear_polynom_window.ui +++ /dev/null @@ -1,59 +0,0 @@ - - - LinearPolynomWindow - - - - 0 - 0 - 630 - 400 - - - - Линейный полином - - - - - - - - 40 - - - 40 - - - 40 - - - - - - - 10 - - - - - Остаточная дисперсия: - - - - - - - undefined - - - - - - - - - - - - diff --git a/statapp/ui/polynom_window.ui b/statapp/ui/polynom_window.ui new file mode 100644 index 0000000..bd0a5b6 --- /dev/null +++ b/statapp/ui/polynom_window.ui @@ -0,0 +1,101 @@ + + + PolynomWindow + + + + 0 + 0 + 630 + 400 + + + + Полином + + + + + + + + 40 + + + 40 + + + 40 + + + + + + + 10 + + + + + undefined + + + + + + + undefined + + + + + + + F1 - отношение Фишера + + + + + + + Остаточная дисперсия: + + + + + + + Остаточная дисперсия (масштабированная): + + + + + + + Коэффициент множественной дереминизации + + + + + + + undefined + + + + + + + undefined + + + + + + + + + + + + diff --git a/statapp/ui/squared_polynom_window.ui b/statapp/ui/squared_polynom_window.ui deleted file mode 100644 index cafa563..0000000 --- a/statapp/ui/squared_polynom_window.ui +++ /dev/null @@ -1,49 +0,0 @@ - - - SquaredPolynomWindow - - - - 0 - 0 - 630 - 400 - - - - Квадратичный полином - - - - - - - - - - - 10 - - - - - Остаточная дисперсия: - - - - - - - undefined - - - - - - - - - - - - diff --git a/statapp/ui/ui_linear_polynom_window.py b/statapp/ui/ui_linear_polynom_window.py deleted file mode 100644 index 9d76bac..0000000 --- a/statapp/ui/ui_linear_polynom_window.py +++ /dev/null @@ -1,82 +0,0 @@ -# -*- coding: utf-8 -*- -# -# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko. -# -# This file is part of Statapp -# (see https://github.com/shizand/statapp). -# -# This program is free software: you can redistribute it and/or modify -# it under the terms of the GNU General Public License as published by -# the Free Software Foundation, either version 3 of the License, or -# (at your option) any later version. -# -# This program is distributed in the hope that it will be useful, -# but WITHOUT ANY WARRANTY; without even the implied warranty of -# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -# GNU General Public License for more details. -# -# You should have received a copy of the GNU General Public License -# along with this program. If not, see . -# - - -################################################################################ -## Form generated from reading UI file 'linear_polynom_window.ui' -## -## Created by: Qt User Interface Compiler version 5.15.2 -## -## WARNING! All changes made in this file will be lost when recompiling UI file! -################################################################################ - -from PySide2.QtCore import * -from PySide2.QtGui import * -from PySide2.QtWidgets import * - - -class Ui_LinearPolynomWindow(object): - def setupUi(self, LinearPolynomWindow): - if not LinearPolynomWindow.objectName(): - LinearPolynomWindow.setObjectName(u"LinearPolynomWindow") - LinearPolynomWindow.resize(630, 400) - self.gridLayout_2 = QGridLayout(LinearPolynomWindow) - self.gridLayout_2.setObjectName(u"gridLayout_2") - self.gridLayout = QGridLayout() - self.gridLayout.setObjectName(u"gridLayout") - self.tableView = QTableView(LinearPolynomWindow) - self.tableView.setObjectName(u"tableView") - self.tableView.horizontalHeader().setMinimumSectionSize(40) - self.tableView.verticalHeader().setMinimumSectionSize(40) - self.tableView.verticalHeader().setDefaultSectionSize(40) - - self.gridLayout.addWidget(self.tableView, 0, 0, 1, 1) - - self.gridLayout_3 = QGridLayout() - self.gridLayout_3.setObjectName(u"gridLayout_3") - self.gridLayout_3.setContentsMargins(-1, 10, -1, -1) - self.residualVarianceLabel = QLabel(LinearPolynomWindow) - self.residualVarianceLabel.setObjectName(u"residualVarianceLabel") - - self.gridLayout_3.addWidget(self.residualVarianceLabel, 0, 0, 1, 1) - - self.residualVarianceValueLabel = QLabel(LinearPolynomWindow) - self.residualVarianceValueLabel.setObjectName(u"residualVarianceValueLabel") - - self.gridLayout_3.addWidget(self.residualVarianceValueLabel, 0, 1, 1, 1) - - - self.gridLayout.addLayout(self.gridLayout_3, 1, 0, 1, 1) - - - self.gridLayout_2.addLayout(self.gridLayout, 0, 0, 1, 1) - - - self.retranslateUi(LinearPolynomWindow) - - QMetaObject.connectSlotsByName(LinearPolynomWindow) - # setupUi - - def retranslateUi(self, LinearPolynomWindow): - LinearPolynomWindow.setWindowTitle(QCoreApplication.translate("LinearPolynomWindow", u"\u041b\u0438\u043d\u0435\u0439\u043d\u044b\u0439 \u043f\u043e\u043b\u0438\u043d\u043e\u043c", None)) - self.residualVarianceLabel.setText(QCoreApplication.translate("LinearPolynomWindow", u"\u041e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u0430\u044f \u0434\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u044f:", None)) - self.residualVarianceValueLabel.setText(QCoreApplication.translate("LinearPolynomWindow", u"undefined", None)) - # retranslateUi diff --git a/statapp/ui/ui_polynom_window.py b/statapp/ui/ui_polynom_window.py new file mode 100644 index 0000000..f30809b --- /dev/null +++ b/statapp/ui/ui_polynom_window.py @@ -0,0 +1,118 @@ +# -*- coding: utf-8 -*- +# +# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko. +# +# This file is part of Statapp +# (see https://github.com/shizand/statapp). +# +# This program is free software: you can redistribute it and/or modify +# it under the terms of the GNU General Public License as published by +# the Free Software Foundation, either version 3 of the License, or +# (at your option) any later version. +# +# This program is distributed in the hope that it will be useful, +# but WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +# GNU General Public License for more details. +# +# You should have received a copy of the GNU General Public License +# along with this program. If not, see . +# + + +################################################################################ +## Form generated from reading UI file 'polynom_window.ui' +## +## Created by: Qt User Interface Compiler version 5.15.2 +## +## WARNING! All changes made in this file will be lost when recompiling UI file! +################################################################################ + +from PySide2.QtCore import * +from PySide2.QtGui import * +from PySide2.QtWidgets import * + + +class Ui_PolynomWindow(object): + def setupUi(self, PolynomWindow): + if not PolynomWindow.objectName(): + PolynomWindow.setObjectName(u"PolynomWindow") + PolynomWindow.resize(630, 400) + self.gridLayout_2 = QGridLayout(PolynomWindow) + self.gridLayout_2.setObjectName(u"gridLayout_2") + self.gridLayout = QGridLayout() + self.gridLayout.setObjectName(u"gridLayout") + self.tableView = QTableView(PolynomWindow) + self.tableView.setObjectName(u"tableView") + self.tableView.horizontalHeader().setMinimumSectionSize(40) + self.tableView.verticalHeader().setMinimumSectionSize(40) + self.tableView.verticalHeader().setDefaultSectionSize(40) + + self.gridLayout.addWidget(self.tableView, 0, 0, 1, 1) + + self.polynomResult = QGridLayout() + self.polynomResult.setObjectName(u"polynomResult") + self.polynomResult.setContentsMargins(-1, 10, -1, -1) + self.residualVarianceValueLabel = QLabel(PolynomWindow) + self.residualVarianceValueLabel.setObjectName(u"residualVarianceValueLabel") + + self.polynomResult.addWidget(self.residualVarianceValueLabel, 0, 1, 1, 1) + + self.scaledResidualVarianceValueLabel = QLabel(PolynomWindow) + self.scaledResidualVarianceValueLabel.setObjectName(u"scaledResidualVarianceValueLabel") + + self.polynomResult.addWidget(self.scaledResidualVarianceValueLabel, 1, 1, 1, 1) + + self.fStatisticLabel = QLabel(PolynomWindow) + self.fStatisticLabel.setObjectName(u"fStatisticLabel") + + self.polynomResult.addWidget(self.fStatisticLabel, 2, 0, 1, 1) + + self.residualVarianceLabel = QLabel(PolynomWindow) + self.residualVarianceLabel.setObjectName(u"residualVarianceLabel") + + self.polynomResult.addWidget(self.residualVarianceLabel, 0, 0, 1, 1) + + self.scaledResidualVarianceLabel = QLabel(PolynomWindow) + self.scaledResidualVarianceLabel.setObjectName(u"scaledResidualVarianceLabel") + + self.polynomResult.addWidget(self.scaledResidualVarianceLabel, 1, 0, 1, 1) + + self.rSquaredLabel = QLabel(PolynomWindow) + self.rSquaredLabel.setObjectName(u"rSquaredLabel") + + self.polynomResult.addWidget(self.rSquaredLabel, 3, 0, 1, 1) + + self.fStatisticValueLabel = QLabel(PolynomWindow) + self.fStatisticValueLabel.setObjectName(u"fStatisticValueLabel") + + self.polynomResult.addWidget(self.fStatisticValueLabel, 2, 1, 1, 1) + + self.rSquaredValueLabel = QLabel(PolynomWindow) + self.rSquaredValueLabel.setObjectName(u"rSquaredValueLabel") + + self.polynomResult.addWidget(self.rSquaredValueLabel, 3, 1, 1, 1) + + + self.gridLayout.addLayout(self.polynomResult, 1, 0, 1, 1) + + + self.gridLayout_2.addLayout(self.gridLayout, 0, 0, 1, 1) + + + self.retranslateUi(PolynomWindow) + + QMetaObject.connectSlotsByName(PolynomWindow) + # setupUi + + def retranslateUi(self, PolynomWindow): + PolynomWindow.setWindowTitle(QCoreApplication.translate("PolynomWindow", u"\u041f\u043e\u043b\u0438\u043d\u043e\u043c", None)) + self.residualVarianceValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None)) + self.scaledResidualVarianceValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None)) + self.fStatisticLabel.setText(QCoreApplication.translate("PolynomWindow", u"F1 - \u043e\u0442\u043d\u043e\u0448\u0435\u043d\u0438\u0435 \u0424\u0438\u0448\u0435\u0440\u0430", None)) + self.residualVarianceLabel.setText(QCoreApplication.translate("PolynomWindow", u"\u041e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u0430\u044f \u0434\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u044f:", None)) + self.scaledResidualVarianceLabel.setText(QCoreApplication.translate("PolynomWindow", u"\u041e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u0430\u044f \u0434\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u044f (\u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0430\u044f):", None)) + self.rSquaredLabel.setText(QCoreApplication.translate("PolynomWindow", u"\u041a\u043e\u044d\u0444\u0444\u0438\u0446\u0438\u0435\u043d\u0442 \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0439 \u0434\u0435\u0440\u0435\u043c\u0438\u043d\u0438\u0437\u0430\u0446\u0438\u0438", None)) + self.fStatisticValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None)) + self.rSquaredValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None)) + # retranslateUi diff --git a/statapp/ui/ui_squared_polynom_window.py b/statapp/ui/ui_squared_polynom_window.py deleted file mode 100644 index f81373e..0000000 --- a/statapp/ui/ui_squared_polynom_window.py +++ /dev/null @@ -1,79 +0,0 @@ -# -*- coding: utf-8 -*- -# -# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko. -# -# This file is part of Statapp -# (see https://github.com/shizand/statapp). -# -# This program is free software: you can redistribute it and/or modify -# it under the terms of the GNU General Public License as published by -# the Free Software Foundation, either version 3 of the License, or -# (at your option) any later version. -# -# This program is distributed in the hope that it will be useful, -# but WITHOUT ANY WARRANTY; without even the implied warranty of -# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -# GNU General Public License for more details. -# -# You should have received a copy of the GNU General Public License -# along with this program. If not, see . -# - - -################################################################################ -## Form generated from reading UI file 'squared_polynom_window.ui' -## -## Created by: Qt User Interface Compiler version 5.15.2 -## -## WARNING! All changes made in this file will be lost when recompiling UI file! -################################################################################ - -from PySide2.QtCore import * -from PySide2.QtGui import * -from PySide2.QtWidgets import * - - -class Ui_SquaredPolynomWindow(object): - def setupUi(self, SquaredPolynomWindow): - if not SquaredPolynomWindow.objectName(): - SquaredPolynomWindow.setObjectName(u"SquaredPolynomWindow") - SquaredPolynomWindow.resize(630, 400) - self.gridLayout_2 = QGridLayout(SquaredPolynomWindow) - self.gridLayout_2.setObjectName(u"gridLayout_2") - self.gridLayout = QGridLayout() - self.gridLayout.setObjectName(u"gridLayout") - self.tableView = QTableView(SquaredPolynomWindow) - self.tableView.setObjectName(u"tableView") - - self.gridLayout.addWidget(self.tableView, 0, 0, 1, 1) - - self.gridLayout_3 = QGridLayout() - self.gridLayout_3.setObjectName(u"gridLayout_3") - self.gridLayout_3.setContentsMargins(-1, 10, -1, -1) - self.residualVarianceLabel = QLabel(SquaredPolynomWindow) - self.residualVarianceLabel.setObjectName(u"residualVarianceLabel") - - self.gridLayout_3.addWidget(self.residualVarianceLabel, 0, 0, 1, 1) - - self.residualVarianceValueLabel = QLabel(SquaredPolynomWindow) - self.residualVarianceValueLabel.setObjectName(u"residualVarianceValueLabel") - - self.gridLayout_3.addWidget(self.residualVarianceValueLabel, 0, 1, 1, 1) - - - self.gridLayout.addLayout(self.gridLayout_3, 1, 0, 1, 1) - - - self.gridLayout_2.addLayout(self.gridLayout, 0, 0, 1, 1) - - - self.retranslateUi(SquaredPolynomWindow) - - QMetaObject.connectSlotsByName(SquaredPolynomWindow) - # setupUi - - def retranslateUi(self, SquaredPolynomWindow): - SquaredPolynomWindow.setWindowTitle(QCoreApplication.translate("SquaredPolynomWindow", u"\u041a\u0432\u0430\u0434\u0440\u0430\u0442\u0438\u0447\u043d\u044b\u0439 \u043f\u043e\u043b\u0438\u043d\u043e\u043c", None)) - self.residualVarianceLabel.setText(QCoreApplication.translate("SquaredPolynomWindow", u"\u041e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u0430\u044f \u0434\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u044f:", None)) - self.residualVarianceValueLabel.setText(QCoreApplication.translate("SquaredPolynomWindow", u"undefined", None)) - # retranslateUi