From d26c9e2b64a0becf1c5ebe04df12573b665979d9 Mon Sep 17 00:00:00 2001
From: Katerina <KM@example.com>
Date: Sun, 30 Nov 2025 21:42:09 +0300
Subject: [PATCH] t1

---
 TEMA7/image1.png | Bin 0 -> 98912 bytes
 TEMA7/report.md  | 570 +++++++++++++++++++++++++++++++++++++++++++++++
 TEMA7/task.md    | 104 +++++++++
 TEMA7/task.py    |  75 +++++++
 TEMA8/Mod0.py    |   3 +-
 TEMA8/Mod2.py    |   3 +-
 6 files changed, 753 insertions(+), 2 deletions(-)
 create mode 100644 TEMA7/image1.png
 create mode 100644 TEMA7/report.md
 create mode 100644 TEMA7/task.md
 create mode 100644 TEMA7/task.py

diff --git a/TEMA7/image1.png b/TEMA7/image1.png
new file mode 100644
index 0000000000000000000000000000000000000000..a18b84d4a1383658dc1efdbdccdf1e19ee769f4b
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diff --git a/TEMA7/report.md b/TEMA7/report.md
new file mode 100644
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+++ b/TEMA7/report.md
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+# Отчёт по теме 7
+Зеленкина Катерина, А-02-23
+
+## Пункт 1.Запуск оболочки IDLE
+## Пункт 2. Создание пользовательской функции
+### 2.1. Функция без аргументов.
+
+```py
+>>> def uspeh():
+...    """Подтверждение успеха операции"""
+...    print('Выполнено успешно!')
+
+    
+uspeh()
+Выполнено успешно!
+>>> dir()
+['__annotations__', '__builtins__', '__doc__', '__loader__', '__name__', '__package__', '__spec__', 'os', 'uspeh']
+>>> type(uspeh)
+<class 'function'>
+>>> help(uspeh)
+Help on function uspeh in module __main__:
+
+uspeh()
+    Подтверждение успеха операции
+```
+__Вывод:__ Встроенная помощь (docstring) для функции создается с помощью строки документации в тройных кавычках сразу после объявления функции. Эта строка автоматически становится частью объекта функции и отображается при вызове help()
+
+### 2.2. Функция с аргументами.
+```py
+>>> def sravnenie(a,b):
+...    """Сравнение a и b"""
+...    if a>b:
+...        print(a,' больше ',b)
+...    elif a<b:
+...        print(a, ' меньше ',b)
+...    else:
+...        print(a, ' равно ',b)
+
+>>> n,m=16,5;sravnenie(n,m)
+16  больше  5
+```
+
+Проверим, можно ли эту функцию выполнить с аргументами - символьными строками: 
+```py
+n,m='7','5';sravnenie(n,m)
+7  больше  5
+```
+__Вывод:__ да, эту функцию можно выполнить с символьными строками
+
+### 2.3. Пример функции, содержащей return.
+```py
+>>> def logistfun(b,a):
+...    """Вычисление логистической функции"""
+...    import math
+...    return a/(1+math.exp(-b))
+
+>>> v,w=1,0.7;z=logistfun(w,v)
+>>> z
+0.6681877721681662
+```
+
+### 2.4. Сложение для разных типов аргументов.
+```py
+>>> def slozh(a1,a2,a3,a4):
+...    """ Сложение значений четырех аргументов"""
+...    return a1+a2+a3+a4
+
+>>> slozh(1,2,3,4) #Сложение чисел
+10
+>>> slozh('1','2','3','4') #Сложение строк
+'1234'
+>>> b1=[1,2];b2=[-1,-2];b3=[0,2];b4=[-1,-1]
+>>> q=slozh(b1,b2,b3,b4); q #Сложение списков
+[1, 2, -1, -2, 0, 2, -1, -1]
+```
+Применения этой функции для сложения кортежей, словарей и множеств:
+
+```py
+#Сложение кортежей
+>>> k1=(1, 'p', 3); k2=(4, 'o', 5); k3=(6, 'a', 'b'); k4=(7,'n', 'k')
+>>> q2=slozh(k1,k2,k3,k4);q2 
+(1, 'p', 3, 4, 'o', 5, 6, 'a', 'b', 7, 'n', 'k')
+
+#Сложение множеств
+>>> m1={1, 'p', 3}; m2={4, 'o', 5}; m3={6, 'a', 'b'}; m4={7,'n', 'k'}
+>>> slozh(m1,m2,m3,m4)
+...
+TypeError: unsupported operand type(s) for +: 'set' and 'set'
+
+#Сложение словарей
+s1={'a': 1}; s2={'b': 2}; s3={'c': 3}; s4={'d': 4}
+slozh(s1,s2,s3,s4)
+...
+TypeError: unsupported operand type(s) for +: 'dict' and 'dict'
+```
+
+__Вывод:__ Нам выдало ошибку, потому что использование оператора + со множествами и словарями не поддерживается в Python.
+
+### 2.5. Модель устройства: преобразование сигнала x в y.
+```py
+>>> def inerz(x,T,ypred):
+...    """ Модель устройства с памятью:
+...    x- текущее значение вх.сигнала,
+...    T -постоянная времени,
+...    ypred - предыдущее значение выхода устройства"""
+...    y=(x+T*ypred)/(T+1)
+...    return y
+```
+
+Создадим список с измерениями значений входного сигнала – в виде «ступеньки»:
+```py
+>>> sps=[0]+[1]*100
+>>> spsy=[]
+>>> TT=20
+>>> yy=0
+>>> for xx in sps:
+...    yy=inerz(xx,TT,yy)
+...    spsy.append(yy)
+```
+
+Представим выходной сигнал в виде графика.
+
+```py
+>>> import matplotlib.pyplot as plt
+>>> plt.figure(figsize=(10, 6))
+<Figure size 1000x600 with 0 Axes>
+>>> plt.plot(sps, 'r-', linewidth=2, label='Входной сигнал (x)')
+[<matplotlib.lines.Line2D object at 0x0000020A4DDD6490>]
+>>> plt.plot(spsy, 'b-', linewidth=2, label='Выходной сигнал (y)')
+[<matplotlib.lines.Line2D object at 0x0000020A4F55E710>]
+>>> plt.title('Модель устройства с памятью')
+Text(0.5, 1.0, 'Модель устройства с памятью')
+>>> plt.xlabel('Время')
+Text(0.5, 0, 'Время')
+>>> plt.ylabel('Сигнал')
+Text(0, 0.5, 'Сигнал')
+>>> plt.grid(True)
+>>> plt.legend()
+<matplotlib.legend.Legend object at 0x0000020A4F554D70>
+>>> plt.show()
+```
+
+[!Скриншон графика1](image1.png)
+
+## Пункт 3. Функции как объекты.
+### 3.1. Получение списка атрибутов объекта-функции.
+
+Получение списка атрибутов объекта-функции.
+```py
+>>> dir(inerz)
+['__annotations__', '__builtins__', '__call__', '__class__', '__closure__', '__code__', '__defaults__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__get__', '__getattribute__', '__getstate__', '__globals__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__kwdefaults__', '__le__', '__lt__', '__module__', '__name__', '__ne__', '__new__', '__qualname__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', '__type_params__']
+```
+Пример использования атрибута функции:
+```py
+>>> inerz.__doc__
+'Модель устройства с памятью:\nx- текущее значение вх.сигнала,\nT -постоянная времени,\nypred - предыдущее значение выхода устройства'
+```
+__Вывод:__ данные берутся из самой функции - строка документации (docstring) в тройных кавычках становится атрибутом __doc__ объекта-функции.
+
+Для сравнения, введём инструкцию:
+```py
+>>> help(inerz)
+Help on function inerz in module __main__:
+
+inerz(x, T, ypred)
+    Модель устройства с памятью:
+    x- текущее значение вх.сигнала,
+    T -постоянная времени,
+    ypred - предыдущее значение выхода устройства
+```
+__Вывод:__ функция help() форматирует строку документации из doc и дополняет её служебной информацией о функции.
+
+### 3.2. Сохранение ссылки на объект-функцию в другой переменной.
+```py
+>>> fnkt=sravnenie
+>>> v=16
+>>> fnkt(v,23)
+16  меньше  23
+```
+__Вывод:__ в Python можно создать несколько имён-ссылок на одну и ту же функцию, и все они будут работать одинаково.
+
+### 3.3. Возможность альтернативного определения функции в программе.
+```py
+>>> typ_fun=8
+>>> if typ_fun==1:
+...    def func():
+...        print('Функция 1')
+>>> else:
+...    def func():
+...        print('Функция 2')
+
+        
+func()
+Функция 2
+```
+__Вывод:__  вывелась "Функция 2", потому что условие typ_fun==1 ложно и выполнился блок else, где функция переопределяется.
+
+## Пункт 4. Аргументы функции.
+### 4.1. Возможность использования функции в качестве аргумента другой функции.
+```py
+>>> def fun_arg(fff,a,b,c):
+...    """fff-имя функции, используемой
+...    в качестве аргумента функции fun_arg"""
+...    return a+fff(c,b)
+
+>> zz=fun_arg(logistfun,-3,1,0.7); zz
+-2.3318122278318336
+```
+
+### 4.2. Обязательные и необязательные аргументы.
+Переопределите вычисление логистической функции следующим образом:
+
+```py
+>>> def logistfun(a,b=1):   #Аргумент b – необязательный; значение по умолчанию=1
+...    """Вычисление логистической функции"""
+...    import math
+...    return b/(1+math.exp(-a))
+
+>>> logistfun(0.7) #Вычисление со значением b по умолчанию
+0.6681877721681662
+>>> logistfun(0.7,2) #Вычисление с заданным значением b
+1.3363755443363323
+```
+
+### 4.3. Обращения к функции с произвольным (непозиционным) расположением аргументов.
+Изучите возможность обращения к функции с произвольным (непозиционным) расположением аргументов. При этом надо в обращении к функции указывать имена аргументов:
+
+```py
+>>> logistfun(b=0.5,a=0.8) # Ссылки на аргументы поменялись местами
+0.34498724056380625
+```
+### 4.4. Пример со значениями аргументов функции, содержащимися в списке или кортеже.
+```py
+>>> b1234=[b1,b2,b3,b4] # Список списков из п.2.4
+>>> qq=slozh(*b1234); qq #Перед ссылкой на список или кортеж надо ставить звездочку
+[1, 2, -1, -2, 0, 2, -1, -1]
+```
+
+### 4.5. Пример со значениями аргументов функции, содержащимися в словаре.
+Функция получила доступ к значениям словаря через переданную ссылку на него.
+```py
+>>> dic4={"a1":1,"a2":2,"a3":3,"a4":4}
+>>> qqq=slozh(**dic4); qqq
+10
+```
+
+### 4.6. Смешанные ссылки.
+Функция была вызвана с прямой передачей ссылок на список и словарь.
+```py
+>>> e1=(-1,6);dd2={'a3':3,'a4':9}
+>>> qqqq=slozh(*e1,**dd2); qqqq
+17
+```
+
+### 4.7. Переменное число аргументов у функции.
+Пример.
+```py
+>>> def func4(*kort7):
+...    """Произвольное число аргументов в составе кортежа"""
+...    smm=0
+...    for elt in kort7:
+...        smm+=elt
+...    return smm
+
+>>> func4(-1,2) #Обращение к функции с 2 аргументами
+1
+>>> func4(-1,2,0,3,6) #Обращение к функции с 5 аргументами
+10
+```
+### 4.8. Комбинация аргументов
+Пример.
+```py
+>>> def func4(a,b=7,*kort7):
+...    """Кортеж - сборка аргументов - должен быть последним!"""
+...    smm=0
+...    for elt in kort7:
+...        smm+=elt
+...    return a*smm+b
+
+>>> func4(-1,2,0,3,6)
+-7
+```
+Подобным же образом в списке аргументов функции также можно использовать словарь, предварив его имя двумя звездочками:
+
+```py
+>>> def func_dict(**slovar):
+...    print('Ваш словарь: ', slovar)
+
+    
+>>> func_dict(a=1, b=2, c=3)
+Ваш словарь:  {'a': 1, 'b': 2, 'c': 3}
+```
+
+### 4.9. Изменение значений объектов, используемых в качестве аргументов функции.
+Такое изменение возможно только у объектов изменяемого типа.
+Пример с числовым объектом.
+```py
+>>> a=90 #Числовой объект – не изменяемый тип
+>>> def func3(b):
+...    b=5*b+67
+ 
+>>> func3(a)
+>>> a
+90
+```
+__Вывод:__ значение a не изменилось, так как числа - неизменяемый тип и внутри функции создается новый объект.
+
+Пример со списком.
+```py
+>>> sps1=[1,2,3,4] #Список – изменяемый тип объекта
+>>> def func2(sps):
+...    sps[1]=99
+
+    
+>>> func2(sps1)
+>>> print(sps1)
+[1, 99, 3, 4]
+```
+
+__Вывод:__ да, список sps1 изменился, так как списки передаются по ссылке и являются изменяемыми объектами. Операция sps[1]=99 изменяет исходный список по индексу.
+
+Попробуем применить эту функцию к кортежу.
+```py
+kort=(1,2,3,4)
+func2(kort)
+Traceback (most recent call last):
+  File "<pyshell#162>", line 1, in <module>
+    func2(kort)
+  File "<pyshell#158>", line 2, in func2
+    sps[1]=99
+TypeError: 'tuple' object does not support item assignment
+```
+__Вывод:__ кортежи являются неизменяемыми объектами и не поддерживают присваивание по индексу
+
+## Пункт 5. Специальные типы  пользовательских функций.
+### 5.1. Анонимные функции.
+Анонимная функция возвращает ссылку на объект-функцию, которую можно присвоить другому объекту.
+Пример.
+```py
+>>> import math
+>>> anfun1=lambda: 1.5+math.log10(17.23)
+>>> anfun1()
+2.7362852774480286
+>>> anfun2=lambda a,b : a+math.log10(b)
+>>> anfun2(17,234)
+19.369215857410143
+>>> anfun3=lambda a,b=234: a+math.log10(b)
+>>> anfun3(100)
+102.36921585741014
+```
+
+### 5.2. Функции-генераторы.
+Это такие функции, которые используются в итерационных процессах, позволяя на каждой итерации получать одно из значений. Для этого в функцию включают инструкцию yield приостанавливающую её выполнение и возвращающую очередное значение.
+Пример.
+```py
+>>> def func5(diap,shag):
+...    """ Итератор, возвращающий значения
+...    из диапазона от 1 до diap с шагом shag"""
+...    for j in range(1,diap+1,shag):
+...        yield j
+        
+>>> for mm in func5(7,3):
+...    print(mm) 
+1
+4
+7
+```
+
+Здесь при каждом обращении к функции будет генерироваться только одно очередное значение.
+При программировании задач у таких функций часто используют метод __next__, активирующий очередную итерацию выполнения функции. Например:
+```py
+alp=func5(7,3)
+print(alp.__next__())
+1
+print(alp.__next__())
+4
+print(alp.__next__())
+7
+```
+Попробуем повторно вызвать код:
+```py
+>>> print(alp.__next__())
+Traceback (most recent call last):
+  File "<pyshell#189>", line 1, in <module>
+    print(alp.__next__())
+StopIteration
+```
+
+__Вывод:__ На 4 раз появилась ошибка, потому что итератор alp уже исчерпан и не имеет больше элементов для возврата
+
+## Пункт 6. Локализация объектов в функциях.
+### 6.1. Примеры на локализацию объектов.
+
+Пример 1. Одноименные локальный и глобальный объекты.
+```py
+>>> glb=10
+>>> def func7(arg):
+...    loc1=15
+...    glb=8
+...    return loc1*arg
+
+>>> res=func7(glb)
+>>> res
+150
+```
+
+__Вывод:__ Использовались значения глобальной переменной glb = 10 (как аргумент arg) и локальная переменная loc1 = 15
+Значение glb не изменилась, она осталась равной 10, так как внутри функции создана новая локальная переменная с тем же именем glb=8.
+
+Пример 2. Ошибка в использовании локального объекта.
+```py
+>>> def func8(arg):
+...    loc1=15
+...    print(glb)
+...    glb=8
+...    return loc1*arg
+
+>>> res=func8(glb); res
+Traceback (most recent call last):
+  File "<pyshell#204>", line 1, in <module>
+    res=func8(glb); res
+  File "<pyshell#203>", line 3, in func8
+    print(glb)
+UnboundLocalError: cannot access local variable 'glb' where it is not associated with a value
+```
+
+__Вывод:__ возникает ошибка, потому что сначала идет обращение к переменной, а потом её создание.
+
+Пример 3. Переопределение локализации объекта
+```py
+>>> glb=11
+>>> def func7(arg):
+...        loc1=15
+...        global glb
+...        print(glb)
+...        glb=8
+...        return loc1*arg
+
+    
+>>> res=func7(glb); res
+11
+165
+```
+__Вывод:__ значение переменной glb изменилось, потому что инструкция global glb явно указала, что переменная glb является глобальной, и присваивание glb=8 изменило глобальную переменную, а не создало локальную.
+
+### 6.2. Функции locals() и globals() из builtins
+Эти функции возвращают словари, ключами в которых будут имена объектов, являющихся, соот-ветственно, локальными или глобальными на уровне вызова этих функций. 
+Примеры.
+В командной строке введите инструкции
+```py
+>>> globals().keys() #Перечень глобальных объектов
+dict_keys(['__name__', '__doc__', '__package__', '__loader__', '__spec__', '__annotations__', '__builtins__', 'os', 'uspeh', 'n', 'm', 'sravnenie', 'logistfun', 'v', 'w', 'z', 'slozh', 'b1', 'b2', 'b3', 'b4', 'q', 'k1', 'k2', 'k3', 'k4', 'q2', 'm1', 'm2', 'm3', 'm4', 's1', 's2', 's3', 's4', 'inerz', 'sps', 'spsy', 'TT', 'yy', 'xx', 'pylab', 'plt', 'fnkt', 'typ_fun', 'func', 'fun_arg', 'zz', 'b1234', 'qq', 'dic4', 'qqq', 'e1', 'dd2', 'qqqq', 'func4', 'func_dict', 'a', 'func3', 'b', 'sps1', 'func2', 'kort', 'anfun1', 'math', 'anfun2', 'anfun3', 'func5', 'mm', 'alp', 'glb', 'func7', 'res', 'func8'])
+>>> locals().keys() #Перечень локальных объектов
+dict_keys(['__name__', '__doc__', '__package__', '__loader__', '__spec__', '__annotations__', '__builtins__', 'os', 'uspeh', 'n', 'm', 'sravnenie', 'logistfun', 'v', 'w', 'z', 'slozh', 'b1', 'b2', 'b3', 'b4', 'q', 'k1', 'k2', 'k3', 'k4', 'q2', 'm1', 'm2', 'm3', 'm4', 's1', 's2', 's3', 's4', 'inerz', 'sps', 'spsy', 'TT', 'yy', 'xx', 'pylab', 'plt', 'fnkt', 'typ_fun', 'func', 'fun_arg', 'zz', 'b1234', 'qq', 'dic4', 'qqq', 'e1', 'dd2', 'qqqq', 'func4', 'func_dict', 'a', 'func3', 'b', 'sps1', 'func2', 'kort', 'anfun1', 'math', 'anfun2', 'anfun3', 'func5', 'mm', 'alp', 'glb', 'func7', 'res', 'func8'])
+```
+
+Различий нет, так как в основном модуле (глобальной области видимости) словари globals() и locals() ссылаются на один и тот же объект.
+
+```py
+>>> def func8(arg):
+...    loc1=15
+...    loc1=15
+...    print(globals().keys())
+...    print(locals().keys())
+...    return loc1*arg
+
+>>> hh=func8(glb); hh
+dict_keys(['__name__', '__doc__', '__package__', '__loader__', '__spec__', '__annotations__', '__builtins__', 'os', 'uspeh', 'n', 'm', 'sravnenie', 'logistfun', 'v', 'w', 'z', 'slozh', 'b1', 'b2', 'b3', 'b4', 'q', 'k1', 'k2', 'k3', 'k4', 'q2', 'm1', 'm2', 'm3', 'm4', 's1', 's2', 's3', 's4', 'inerz', 'sps', 'spsy', 'TT', 'yy', 'xx', 'pylab', 'plt', 'fnkt', 'typ_fun', 'func', 'fun_arg', 'zz', 'b1234', 'qq', 'dic4', 'qqq', 'e1', 'dd2', 'qqqq', 'func4', 'func_dict', 'a', 'func3', 'b', 'sps1', 'func2', 'kort', 'anfun1', 'math', 'anfun2', 'anfun3', 'func5', 'mm', 'alp', 'glb', 'func7', 'res', 'func8'])
+dict_keys(['arg', 'loc1'])
+120
+```
+
+Внутри функции locals() показывает только локальные параметры и переменные функции, а globals() — все объекты модуля.
+
+Проверим наличие объекта glb в перечне глобальных объектов:
+```py
+>>> 'glb' in globals().keys()
+True
+```
+
+### 6.3. Локализация объектов при использовании вложенных функций.
+Пример.
+```py
+>>> def func9(arg2,arg3):
+>>> def func9_1(arg1):
+...        loc1=15
+...        glb1=8
+...        print('glob_func9_1:',globals().keys())
+...        print('locl_func9_1:',locals().keys())
+...        return loc1*arg1
+...    loc1=5
+...    glb=func9_1(loc1)
+...    print('loc_func9:',locals().keys())
+...    print('glob_func9:',globals().keys())
+...    return arg2+arg3*glb
+
+>>> kk=func9(10,1); kk
+glob_func9_1: dict_keys(['__name__', '__doc__', '__package__', '__loader__', '__spec__', '__annotations__', '__builtins__', 'os', 'uspeh', 'n', 'm', 'sravnenie', 'logistfun', 'v', 'w', 'z', 'slozh', 'b1', 'b2', 'b3', 'b4', 'q', 'k1', 'k2', 'k3', 'k4', 'q2', 'm1', 'm2', 'm3', 'm4', 's1', 's2', 's3', 's4', 'inerz', 'sps', 'spsy', 'TT', 'yy', 'xx', 'pylab', 'plt', 'fnkt', 'typ_fun', 'func', 'fun_arg', 'zz', 'b1234', 'qq', 'dic4', 'qqq', 'e1', 'dd2', 'qqqq', 'func4', 'func_dict', 'a', 'func3', 'b', 'sps1', 'func2', 'kort', 'anfun1', 'math', 'anfun2', 'anfun3', 'func5', 'mm', 'alp', 'glb', 'func7', 'res', 'func8', 'hh', 'func9'])
+locl_func9_1: dict_keys(['arg1', 'loc1', 'glb1'])
+loc_func9: dict_keys(['arg2', 'arg3', 'func9_1', 'loc1', 'glb'])
+glob_func9: dict_keys(['__name__', '__doc__', '__package__', '__loader__', '__spec__', '__annotations__', '__builtins__', 'os', 'uspeh', 'n', 'm', 'sravnenie', 'logistfun', 'v', 'w', 'z', 'slozh', 'b1', 'b2', 'b3', 'b4', 'q', 'k1', 'k2', 'k3', 'k4', 'q2', 'm1', 'm2', 'm3', 'm4', 's1', 's2', 's3', 's4', 'inerz', 'sps', 'spsy', 'TT', 'yy', 'xx', 'pylab', 'plt', 'fnkt', 'typ_fun', 'func', 'fun_arg', 'zz', 'b1234', 'qq', 'dic4', 'qqq', 'e1', 'dd2', 'qqqq', 'func4', 'func_dict', 'a', 'func3', 'b', 'sps1', 'func2', 'kort', 'anfun1', 'math', 'anfun2', 'anfun3', 'func5', 'mm', 'alp', 'glb', 'func7', 'res', 'func8', 'hh', 'func9'])
+85
+```
+Внешняя функция func9 содержит в своей локальной области параметры arg2, arg3 и внутренние переменные loc1, glb, а также вложенную функцию func9_1.
+Вложенная функция func9_1 работает в изолированной локальной области со своими переменными arg1, loc1, glb1 и не видит локальные переменные внешней функции func9, но имеет доступ к глобальной области модуля.
+
+### 6.4. Большой пример
+```py
+import math
+
+# Ввод параметров
+znach = input('k1,T,k2,Xm,A,F,N=').split(',')
+k1 = float(znach[0])
+T = float(znach[1])
+k2 = float(znach[2])
+Xm = float(znach[3])
+A = float(znach[4])
+F = float(znach[5])
+N = int(znach[6])
+
+# Создание входного сигнала
+import math
+vhod=[]
+for i in range(N):
+		vhod.append(A*math.sin((2*i*math.pi)/F))
+
+print("Входной сигнал:", vhod)
+
+# Функции компонентов системы
+def realdvig(xtt, kk1, TT, yti1, ytin1):
+    """Модель реального двигателя"""
+    yp = kk1 * xtt  # усилитель
+    yti1 = yp + yti1  # Интегратор
+    ytin1 = (yti1 + TT * ytin1) / (TT + 1)
+    return [yti1, ytin1]
+
+def tahogen(xtt, kk2, yti2):
+    """Модель тахогенератора"""
+    yp = kk2 * xtt   # усилитель
+    yti2 = yp + yti2  # интегратор
+    return yti2
+
+def nechus(xtt, gran):
+    """Зона нечувствительности"""
+    if xtt < gran and xtt > (-gran):
+        ytt = 0
+    elif xtt >= gran:
+        ytt = xtt - gran
+    elif xtt <= (-gran):
+        ytt = xtt + gran
+    return ytt
+
+# Реализация соединения компонент
+yi1 = 0; yin1 = 0; yi2 = 0
+vyhod = []
+for xt in vhod:
+    xt1 = xt - yi2   # отрицательная обратная связь
+    [yi1, yin1] = realdvig(xt1, k1, T, yi1, yin1)
+    yi2 = tahogen(yin1, k2, yi2)
+    yt = nechus(yin1, Xm)
+    vyhod.append(yt)
+
+print('y=', vyhod)
+
+k1,T,k2,Xm,A,F,N=10, 20, 1.5, 8, 3.9, 22, 12
+Входной сигнал: [0.0, 1.0987569716815757, 2.1084991880768302, 2.947423339981607, 3.5475647818826213, 3.8603036233356374, 3.860303623335638, 3.5475647818826217, 2.947423339981607, 2.108499188076831, 1.0987569716815757, 2.209560170082712e-15]
+y= [0, 0, 0, 0, 0, 0, 0, -0.25334827984566566, 0, 7.152382915540651, 20.1527847908908, 9.624947687157025]
+```
+
+## Пункт 7. Окончание сеанса работы с IDLE.
diff --git a/TEMA7/task.md b/TEMA7/task.md
new file mode 100644
index 0000000..469065c
--- /dev/null
+++ b/TEMA7/task.md
@@ -0,0 +1,104 @@
+# Общее контрольное задание
+
+Зеленкина Катерина, А-02-23
+
+## Задание
+1. Разработайте и проверьте функцию, реализующую для момента времени t расчет выхода y(t) для устройства задержки: на вход поступает сигнал, а на выходе повторяется этот сигнал с за-держкой на заданное время Т.
+2. Разработайте и проверьте функцию, реализующую расчет гистограммы по выборке случайной величины с каким-то распределением. Гистограмма при выводе на экран представляется в виде таблицы: границы интервала, число элементов выборки в интервале. Аргументы функции: вы-борка, число интервалов разбиения диапазона изменения случайной величины. Возвращаемый результат функции: список с числами элементов выборки в интервалах разбиения.
+3. Разработайте и проверьте анонимную функцию, вычисляющую значение оценки отклика Y ли-нейной регрессии при значении переменной Х 
+Y=b1+b2*X
+и имеющую аргументы b1, b2 и X.
+
+## Решение
+```py
+def signal_delay(current_input, delay_time, output_history, input_history):
+    """
+    Расчет выходного сигнала устройства задержки
+    current_input - текущее значение входного сигнала
+    delay_time - время задержки
+    output_history - история выходных значений
+    input_history - история входных значений
+    """
+    if len(input_history) < delay_time:
+        return 0
+    else:
+        return input_history[-delay_time]
+
+
+d = 4
+output_signal = []
+input_signal = [1, 2, 3, 4, 5, 6, 7]
+input_history = []
+
+for x in input_signal:
+    input_history.append(x)
+    y = signal_delay(x, d, output_signal, input_history)
+    output_signal.append(y)
+
+print("Входной сигнал:", input_signal)
+print("Выходной сигнал:", output_signal, "(задержка 4)")
+
+
+Входной сигнал: [1, 2, 3, 4, 5, 6, 7]
+Выходной сигнал: [0, 0, 0, 1, 2, 3, 4] (задержка 4)
+```
+
+```py
+# Пункт 2
+def raschet_giostogrammy(viborka, kol_int):
+    """
+    Расчет гистограммы по выборке случайной величины
+    
+    Аргументы:
+    viborka - список значений выборки
+    kol_int - число интервалов разбиения
+    
+    Возвращает:
+    w - список с числами элементов в интервалах
+    """
+    minn = min(viborka)
+    maxx = max(viborka)
+    shirina = (maxx - minn) / kol_int  # Исправлена ошибка в формуле
+
+    w = [0] * kol_int
+
+    for znachenie in viborka:
+        num_int = int((znachenie - minn) / shirina)  # Исправлено: от minn
+        if num_int == kol_int:
+            num_int = kol_int - 1
+        w[num_int] += 1
+
+    # Вывод таблицы
+    print("Гистограмма:")
+    print("Интервал\t\tКоличество")
+    for i in range(kol_int):
+        start = minn + i * shirina
+        end = minn + (i + 1) * shirina
+        print(f"{start:.2f} - {end:.2f}\t\t{w[i]}")
+
+    return w
+
+# Проверка функции
+import random
+
+viborka = [random.gauss(0, 1) for _ in range(100)]
+kol_interv = 5
+resultat = raschet_giostogrammy(viborka, kol_interv)
+
+
+
+Гистограмма:
+Интервал		Количество
+-2.11 - -1.31		13
+-1.31 - -0.52		12
+-0.52 - 0.28		30
+0.28 - 1.07		34
+1.07 - 1.86		11
+```
+
+```py
+anonim_func = lambda b1, b2, X: b1 + b2 * X
+print(anonim_func (1, 2, 3))
+
+7
+```
\ No newline at end of file
diff --git a/TEMA7/task.py b/TEMA7/task.py
new file mode 100644
index 0000000..795eda2
--- /dev/null
+++ b/TEMA7/task.py
@@ -0,0 +1,75 @@
+# Пункт 1
+def signal_delay(current_input, delay_time, output_history, input_history):
+    """
+    Расчет выходного сигнала устройства задержки
+    current_input - текущее значение входного сигнала
+    delay_time - время задержки
+    output_history - история выходных значений
+    input_history - история входных значений
+    """
+    if len(input_history) < delay_time:
+        return 0
+    else:
+        return input_history[-delay_time]
+
+
+d = 4
+output_signal = []
+input_signal = [1, 2, 3, 4, 5, 6, 7]
+input_history = []
+
+for x in input_signal:
+    input_history.append(x)
+    y = signal_delay(x, d, output_signal, input_history)
+    output_signal.append(y)
+
+print("Входной сигнал:", input_signal)
+print("Выходной сигнал:", output_signal, "(задержка 4)")
+
+
+# Пункт 2
+def raschet_giostogrammy(viborka, kol_int):
+    """
+    Расчет гистограммы по выборке случайной величины
+    
+    Аргументы:
+    viborka - список значений выборки
+    kol_int - число интервалов разбиения
+    
+    Возвращает:
+    w - список с числами элементов в интервалах
+    """
+    minn = min(viborka)
+    maxx = max(viborka)
+    shirina = (maxx - minn) / kol_int  # Исправлена ошибка в формуле
+
+    w = [0] * kol_int
+
+    for znachenie in viborka:
+        num_int = int((znachenie - minn) / shirina)  # Исправлено: от minn
+        if num_int == kol_int:
+            num_int = kol_int - 1
+        w[num_int] += 1
+
+    # Вывод таблицы
+    print("Гистограмма:")
+    print("Интервал\t\tКоличество")
+    for i in range(kol_int):
+        start = minn + i * shirina
+        end = minn + (i + 1) * shirina
+        print(f"{start:.2f} - {end:.2f}\t\t{w[i]}")
+
+    return w
+
+# Проверка функции
+import random
+
+viborka = [random.gauss(0, 1) for _ in range(100)]
+kol_interv = 5
+resultat = raschet_giostogrammy(viborka, kol_interv)
+
+
+# Пункт 3
+anonim_func = lambda b1, b2, X: b1 + b2 * X
+print(anonim_func (1, 2, 3))
+
diff --git a/TEMA8/Mod0.py b/TEMA8/Mod0.py
index 6337fc3..f056c9e 100644
--- a/TEMA8/Mod0.py
+++ b/TEMA8/Mod0.py
@@ -1,4 +1,3 @@
-#Модуль Mod0
 import Mod1
 print('perm1=',Mod1.perm1)
 from Mod2 import alpha as al
@@ -7,3 +6,5 @@ print('tt=',tt)
 from Mod2 import beta
 qq=beta(float(tt))
 print('qq=',qq)
+perm1 = Mod1.perm1*3
+print("perm1*3= ", perm1)
diff --git a/TEMA8/Mod2.py b/TEMA8/Mod2.py
index 88c5b37..a200ba0 100644
--- a/TEMA8/Mod2.py
+++ b/TEMA8/Mod2.py
@@ -1,6 +1,8 @@
 def alpha():
     print('****ALPHA****')
     t=input('Значение t=')
+    n=beta(6)
+    print(n)
     return t
 
 def beta(q):
@@ -8,4 +10,3 @@ def beta(q):
     import math
     expi=q*math.pi
     return math.exp(expi)
-