diff --git a/kamyshov_danila_lab_6/app.py b/kamyshov_danila_lab_6/app.py
new file mode 100644
index 0000000..b63da68
--- /dev/null
+++ b/kamyshov_danila_lab_6/app.py
@@ -0,0 +1,82 @@
+from flask import Flask, request, render_template
+import pandas as pd
+from sklearn.model_selection import train_test_split
+from sklearn.neural_network import MLPClassifier
+from sklearn.preprocessing import StandardScaler, LabelEncoder
+from sklearn.compose import ColumnTransformer
+from sklearn.pipeline import make_pipeline
+
+# Создание экземпляра Flask
+app = Flask(__name__)
+
+# Загрузка данных из файла
+data = pd.read_csv("student-mat.csv")
+
+# Подготовка данных
+X = data[["Pstatus", "guardian", "internet", "romantic", "famrel", "freetime", "goout", "Dalc", "Walc", "health", "absences"]]
+y = data["G3"]
+
+# Преобразование категориальных признаков в числовые
+label_encoders = {}
+
+for column in ["Pstatus", "guardian", "internet", "romantic"]:
+    label_encoder = LabelEncoder()
+    X[column] = label_encoder.fit_transform(X[column])
+    label_encoders[column] = label_encoder
+
+# Разделение данных на обучающий и тестовый наборы
+X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)
+
+# Преобразование данных
+preprocessor = ColumnTransformer(
+    transformers=[('num', StandardScaler(), X.columns)],
+    remainder='passthrough'
+)
+
+# Создание модели MLPClassifier
+mlp_classifier = MLPClassifier(
+    hidden_layer_sizes=(100, 50),  # Увеличим количество нейронов и слоев
+    max_iter=1000,
+    random_state=42
+)
+
+# Создание конвейера для обработки данных и обучения модели
+model = make_pipeline(preprocessor, mlp_classifier)
+
+# Обучение модели
+model.fit(X_train, y_train)
+
+# Маршрут для отображения HTML-формы
+@app.route('/', methods=['GET'])
+def index():
+    return render_template('index.html')
+
+# Маршрут для предсказания оценки
+@app.route('/predict', methods=['POST'])
+def predict():
+    data = request.form.to_dict()
+
+    # Подготовка данных для предсказания
+    input_data = [data.get(feature, 0) for feature in X.columns]
+
+    # Преобразование категориальных признаков в числовые с использованием сохраненных LabelEncoder
+    for column, label_encoder in label_encoders.items():
+        input_data[X.columns.get_loc(column)] = label_encoder.transform([input_data[X.columns.get_loc(column)]])
+
+    # Преобразование в DataFrame
+    input_df = pd.DataFrame([input_data], columns=X.columns)
+
+    # Дополним признаки, если какие-то из них отсутствуют в данных
+    missing_features = set(X.columns) - set(input_df.columns)
+    for feature in missing_features:
+        input_df[feature] = 0
+
+    # Сортировка столбцов в том же порядке, что и при обучении модели
+    input_df = input_df[X.columns]
+
+    # Предсказание с использованием обученной модели
+    prediction = model.predict(input_df)[0]
+    return f"Предсказанная оценка: {prediction}"
+
+if __name__ == '__main__':
+    app.run(port=5000)
diff --git a/kamyshov_danila_lab_6/readme.md b/kamyshov_danila_lab_6/readme.md
new file mode 100644
index 0000000..121a8a8
--- /dev/null
+++ b/kamyshov_danila_lab_6/readme.md
@@ -0,0 +1,39 @@
+Общее задание:
+Использовать нейронную сеть (четные варианты – MLPRegressor, нечетные – MLPClassifier) для данных из датасета выбранного для курсовой работы, самостоятельно сформулировав задачу. Интерпретировать результаты и оценить, насколько хорошо она подходит для решения сформулированной вами задачи.
+
+Задание по вариантам:
+модель MLPClassifier
+Тема: Анализ благополучия студентов
+Датасет: Student Alcohol Consumption
+ссылка: https://www.kaggle.com/datasets/uciml/student-alcohol-consumption?resource=download
+
+Задача для нейронной сети:
+предсказание оценки учащихся, опираясь на данные их социального благополучия
+
+Чтобы Запустить приложение нужно запустить файл app.py
+
+Используемые технологии:
+
+Flask: Фреймворк для создания веб-приложений на языке Python.
+pandas: Библиотека для обработки и анализа данных.
+scikit-learn: Библиотека для машинного обучения, включая MLPClassifier для нейронных сетей.
+HTML: Язык разметки для создания веб-страниц.
+CSS: Таблицы стилей для стилизации веб-страницы.
+Описание работы программы:
+Программа представляет собой веб-приложение, использующее машинное обучение для предсказания оценки студента. Она загружает данные из файла student-mat.csv, предобрабатывает их, обучает модель многослойного персептрона (MLP) на основе scikit-learn и предоставляет интерфейс для пользователя вводить данные студента и получать предсказание оценки.
+
+Входные данные:
+
+Pstatus: Статус совместного жилья родителей (A, T).
+guardian: Опекун студента (mother, father, mother).
+internet: Наличие интернета (no, yes).
+romantic: Наличие романтических отношений (no, yes).
+famrel: Оценка семейных отношений (4, 5, ...).
+freetime: Свободное время после школы (1, 2, ..., 5).
+goout: Время, проведенное с друзьями (1, 2, ..., 5).
+Dalc: Потребление алкоголя в рабочие дни (1, 2, ..., 5).
+Walc: Потребление алкоголя в выходные (1, 2, ..., 5).
+health: Текущее состояние здоровья (1, 2, ..., 5).
+absences: Количество пропущенных занятий (0, 1, 2, ...).
+Выходные данные:
+После ввода пользователем данных о студенте (через веб-форму), программа возвращает предсказанную оценку студента.
\ No newline at end of file
diff --git a/kamyshov_danila_lab_6/student-mat.csv b/kamyshov_danila_lab_6/student-mat.csv
new file mode 100644
index 0000000..6c65182
--- /dev/null
+++ b/kamyshov_danila_lab_6/student-mat.csv
@@ -0,0 +1,396 @@
+school,sex,age,address,famsize,Pstatus,Medu,Fedu,Mjob,Fjob,reason,guardian,traveltime,studytime,failures,schoolsup,famsup,paid,activities,nursery,higher,internet,romantic,famrel,freetime,goout,Dalc,Walc,health,absences,G1,G2,G3
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diff --git a/kamyshov_danila_lab_6/templates/index.html b/kamyshov_danila_lab_6/templates/index.html
new file mode 100644
index 0000000..2b78167
--- /dev/null
+++ b/kamyshov_danila_lab_6/templates/index.html
@@ -0,0 +1,45 @@
+<!DOCTYPE html>
+<html>
+<head>
+    <title>Предсказание оценки учащихся</title>
+</head>
+<body>
+    <h1>Предсказание оценки учащихся</h1>
+    <form method="post" action="/predict">
+        <label for="Pstatus">Статус сожительства родителей (A, T, T):</label>
+        <input type="text" name="Pstatus" id="Pstatus" required><br>
+
+        <label for="guardian">Опекун (mother, father, mother):</label>
+        <input type="text" name="guardian" id="guardian" required><br>
+
+        <label for="internet">Наличие интернета (no, yes, yes):</label>
+        <input type="text" name="internet" id="internet" required><br>
+
+        <label for="romantic">В романтических отношениях (no, no, no):</label>
+        <input type="text" name="romantic" id="romantic" required><br>
+
+        <label for="famrel">Отношения в семье (4, 5, 4):</label>
+        <input type="number" name="famrel" id="famrel" required><br>
+
+        <label for="freetime">Свободное время после школы (3, 3, 3):</label>
+        <input type="number" name="freetime" id="freetime" required><br>
+
+        <label for="goout">Время с друзьями (4, 3, 2):</label>
+        <input type="number" name="goout" id="goout" required><br>
+
+        <label for="Dalc">Потребление алкоголя в рабочие дни (1, 1, 2):</label>
+        <input type="number" name="Dalc" id="Dalc" required><br>
+
+        <label for="Walc">Потребление алкоголя в выходные (1, 1, 3):</label>
+        <input type="number" name="Walc" id="Walc" required><br>
+
+        <label for="health">Состояние здоровья (3, 3, 3):</label>
+        <input type="number" name="health" id="health" required><br>
+
+        <label for="absences">Пропуски занятий (6, 4, 10):</label>
+        <input type="number" name="absences" id="absences" required><br>
+
+        <input type="submit" value="Предсказать оценку">
+    </form>
+</body>
+</html>