From ad5ed23a4cc10608a11a2480e9649b6f1051b684 Mon Sep 17 00:00:00 2001 From: Alina5757 <445390@mail.ru> Date: Wed, 18 Oct 2023 20:09:27 +0400 Subject: [PATCH] zhukova_alina_lab_1 is ready --- zhukova_alina_lab_1/flask-server.py | 194 +++++++++++++++++++++++++++ zhukova_alina_lab_1/img_screen_1.png | Bin 0 -> 8298 bytes zhukova_alina_lab_1/img_screen_2.png | Bin 0 -> 71517 bytes zhukova_alina_lab_1/img_screen_3.png | Bin 0 -> 50305 bytes zhukova_alina_lab_1/readme.md | 60 +++++++++ 5 files changed, 254 insertions(+) create mode 100644 zhukova_alina_lab_1/flask-server.py create mode 100644 zhukova_alina_lab_1/img_screen_1.png create mode 100644 zhukova_alina_lab_1/img_screen_2.png create mode 100644 zhukova_alina_lab_1/img_screen_3.png create mode 100644 zhukova_alina_lab_1/readme.md diff --git a/zhukova_alina_lab_1/flask-server.py b/zhukova_alina_lab_1/flask-server.py new file mode 100644 index 0000000..5ae9d12 --- /dev/null +++ b/zhukova_alina_lab_1/flask-server.py @@ -0,0 +1,194 @@ +import array +import math +import random + +import matplotlib.pyplot as plt +import numpy as np +from matplotlib.colors import ListedColormap +from sklearn.model_selection import train_test_split +from sklearn.datasets import make_moons, make_circles, make_classification +from sklearn.neural_network import MLPClassifier +from sklearn.linear_model import LinearRegression, Lasso, Ridge, Perceptron +from sklearn.metrics import accuracy_score + +from flask import Flask + +app = Flask(__name__) + +@app.route("/") +def home(): + return "" \ + "

Жукова Алина ПИбд-41

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Лабораторная работа №1

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" \ + "" + + +# Работа с типовыми наборами данных и различными моделями +# сгенерируйте определенный тип данных и сравните на нем 3 модели +# 10.Данные: make_moons (noise=0.3, random_state=rs) +# Модели: +# · Линейную регрессию +# · Многослойный персептрон с 10-ю нейронами в скрытом слое (alpha = 0.01) +# · Многослойный персептрон со 100-а нейронами в скрытом слое (alpha = 0.01) +@app.route("/k4_1_task_1", methods=['GET']) +def k4_1_task_1(): + X, y = make_classification(n_features=2, n_redundant=0, n_informative=2, + random_state=0, n_clusters_per_class=1) + rng = np.random.RandomState(2) + X += 2 + rng.uniform(size=X.shape) + linearly_dataset = (X, y) + cm_bright = ListedColormap(['#FF0000', '#0000FF']) + cm_bright2 = ListedColormap(['#FF000066', '#0000FF66']) + moon_dataset = make_moons(noise=0.3, random_state=0) + circles_dataset = make_circles(noise=0.2, factor=0.5, random_state=1) + datasets = [moon_dataset, circles_dataset, linearly_dataset] + + X, y = moon_dataset + X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=.2, random_state=42) + + ridge_regression = Ridge(alpha=3, random_state=240) + ridge_regression.fit(X_train, y_train) + linear_accuracy = str(ridge_regression.score(X_test, y_test)) + + plt.subplot(1, 3, 1) + plt.scatter(X_train[:, 0], X_train[:, 1], c=y_train, cmap=cm_bright) + plt.scatter(X_test[:, 0], X_test[:, 1], c=y_test, cmap=cm_bright2) + + x_min = moon_dataset[0][:, 0].min() + g_min = None + y_min = None + x_max = moon_dataset[0][:, 0].max() + g_max = None + y_max = None + for k in range(-21, 50): + elem = np.array([[x_min, k / 20]]) + getted = ridge_regression.predict(elem) + if (g_min == None or math.fabs(0.5 - getted) < math.fabs(0.5 - g_min)): + g_min = getted + y_min = elem[0][1] + else: + if(math.fabs(0.5 - getted) > math.fabs(0.5 - g_min)): + break + + for k in range(-21, 50): + elem = np.array([[x_max, k / 20]]) + getted = ridge_regression.predict(elem) + if (g_max == None or math.fabs(0.5 - getted) < math.fabs(0.5 - g_max)): + g_max = getted + y_max = elem[0][1] + else: + if(math.fabs(0.5 - getted) > math.fabs(0.5 - g_max)): + break + + x = ridge_regression.predict(X_test) + plt.plot([x_min, x_max], [y_min, y_max], label="line", color="yellow") + # plt.show() + + # Перцептрон 10 скрытых слоев + perceptr = MLPClassifier(random_state=1, max_iter=2000, n_iter_no_change=20, activation="tanh", + alpha=0.01, hidden_layer_sizes=[10,], tol=0.00000001) + perceptr.fit(X_train, y_train) + prediction = perceptr.predict(X_test) + perceptron_accuracy = str(accuracy_score(y_test, prediction)) + prediction = perceptr.predict(moon_dataset[0]) + perceptron_accuracy_all = str(accuracy_score(moon_dataset[1], prediction)) + + params_set = [] + y_elem = None + g_elem = None + + for data_elem in moon_dataset[0]: + for k in range(-21, 50): + elem = np.array([[data_elem[0], k / 20]]) + getted = perceptr.predict(elem) + if (g_elem == None and getted == 0): + params_set.append([data_elem[0], -21 / 20]) + g_elem = None + else: + if(getted == 1 and (getted == g_elem or g_elem == None)): + g_elem = getted + y_elem = elem[0][1] + else: + params_set.append([data_elem[0], y_elem]) + g_elem = None + break + + if (g_elem != None): + params_set.append([data_elem[0], 50 / 20]) + g_elem = None + + + params_set.sort() + params_set = np.array(params_set) + plt.subplot(1, 3, 2) + plt.scatter(X_train[:, 0], X_train[:, 1], c=y_train, cmap=cm_bright) + plt.scatter(X_test[:, 0], X_test[:, 1], c=y_test, cmap=cm_bright2) + plt.plot(params_set[:, 0], params_set[:, 1], label="line", color="yellow") + # plt.show() + + # Перцептрон 100 скрытых слоев + perceptr100 = MLPClassifier(random_state=1, max_iter=2000, n_iter_no_change=20, activation="tanh", + alpha=0.01, hidden_layer_sizes=[100, ], tol=0.00000001) + perceptr100.fit(X_train, y_train) + prediction = perceptr100.predict(X_test) + perceptron100_accuracy = str(accuracy_score(y_test, prediction)) + prediction = perceptr100.predict(moon_dataset[0]) + perceptron100_accuracy_all = str(accuracy_score(moon_dataset[1], prediction)) + + params_set = [] + y_elem = None + g_elem = None + + for data_elem in moon_dataset[0]: + for k in range(-21, 30): + elem = np.array([[data_elem[0], k / 20]]) + getted = perceptr100.predict(elem) + if (g_elem == None and getted == 0): + params_set.append([data_elem[0], -21 / 20]) + g_elem = None + else: + if(getted == 1 and (getted == g_elem or g_elem == None)): + g_elem = getted + y_elem = elem[0][1] + else: + params_set.append([data_elem[0], y_elem]) + g_elem = None + break + + if (g_elem != None): + params_set.append([data_elem[0], 30 / 20]) + g_elem = None + + + params_set.sort() + params_set = np.array(params_set) + plt.subplot(1, 3, 3) + plt.scatter(X_train[:, 0], X_train[:, 1], c=y_train, cmap=cm_bright) + plt.scatter(X_test[:, 0], X_test[:, 1], c=y_test, cmap=cm_bright2) + plt.plot(params_set[:, 0], params_set[:, 1], label="line", color="yellow") + plt.show() + + + return "" \ + "

Работа с типовыми наборами данных и различными моделями

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Вариант 10. Данные: make_moons (noise=0.3, random_state=rs)

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Модели:\n 1) Линейная регрессия" \ + "\n 2) Многослойный персептрон с 10-ю нейронами в скрытом слое (alpha = 0.01)" \ + "\n 3) Многослойный персептрон со 100-а нейронами в скрытом слое (alpha = 0.01)

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Оценка точности линейной регрессии: " + linear_accuracy + "

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Оценка точности (тестовые данные) перцептрона 10 нейронов в скрытом слое: " + perceptron_accuracy + "

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Оценка точности (тестовые данные) перцептрона 100 нейронов в скрытом слое: " + perceptron100_accuracy + "

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Оценка точности (все точки) перцептрона 10 нейронов в скрытом слое: " + perceptron_accuracy_all + "

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Оценка точности (все точки) перцептрона 100 нейронов в скрытом слое: " + perceptron100_accuracy_all + "

" \ + "" + + +if __name__ == "__main__": + app.run(debug=True) diff --git a/zhukova_alina_lab_1/img_screen_1.png b/zhukova_alina_lab_1/img_screen_1.png new file mode 100644 index 0000000000000000000000000000000000000000..5a86420c8ad67d9939ee5e07b9b7341d3cc285e6 GIT binary patch literal 8298 zcmd5>RZv{fmTi&{APGT(b{dBe++Bi8AP}6!T?36f1lK0GL!fcD#wB=gZ9GWh65Mro zujXTFUe#2+nV-2I_nwb^&R%tEpS{=GJ4{JY8uJy&D*yn1DJvuK6#zh~eOgbWKYMy} zzh5~60La;7B|fRT>HW>nx6tj&=ws1oz{e=Hm57x5{Qh;zGlU*;9s&-qscL@r!2>5s zhVXl1vhJC|hT*w`zRo}~E#+AF0n%^WKU3B7uOJaxfMJh^!gjB<62?oOo0%{9jt>t$9PKF_mst*n!G~fV_Bu97+WMpo;=g0HOdSIsottTN(hs_Tzm9@cXCfi~rfQDb(P033)uj?3<&H zcKf9SNhGM7MJl31AEf#=@(YXIfr*IiP+`eiGw$jJfwaL%cXr3UF9G{>O5M^CRCzHy z(PxADrmq$<$zbrlAo?JP;7NoLWOwwSLXV%v=P2)cHNkcFiMhx6+nO3Sj$8*?-LKSj z*R#KpwbF%ixgcH;NA43#MR&J@%?LrU`)e3NmPyX?44I)XRIwE^kxKDqcsWS$24~U7 zn)PgU1zf+%rdWBqIzdDT`UJyos>4)lxjklvm{;EJc&ZEx2A*xLPn7*6a16%E#{MB1QFj3*Ns_ABcZNht91p96I8pqk%fk`#=*iqqMQz2d zDrGyzuYU3*_kVx3{oM4?-1txQ^aW$aJYC`!V3uY_KoAZAon#qZnGgj>@x5pod|E-4@AJ~1Z!dh8Oa{k_w6+? 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