From 15936c6996f20999294eab24b05235c12cb4b48c Mon Sep 17 00:00:00 2001 From: Orthodoxal Date: Sun, 15 Oct 2023 19:15:47 +0400 Subject: [PATCH] lab1 done --- ilbekov_dmitriy_lab_1/README.md | 35 ++++++++++ ilbekov_dmitriy_lab_1/console.jpg | Bin 0 -> 15828 bytes ilbekov_dmitriy_lab_1/graphics.png | Bin 0 -> 103177 bytes ilbekov_dmitriy_lab_1/lab1.py | 103 +++++++++++++++++++++++++++++ 4 files changed, 138 insertions(+) create mode 100644 ilbekov_dmitriy_lab_1/README.md create mode 100644 ilbekov_dmitriy_lab_1/console.jpg create mode 100644 ilbekov_dmitriy_lab_1/graphics.png create mode 100644 ilbekov_dmitriy_lab_1/lab1.py diff --git a/ilbekov_dmitriy_lab_1/README.md b/ilbekov_dmitriy_lab_1/README.md new file mode 100644 index 0000000..67e09ba --- /dev/null +++ b/ilbekov_dmitriy_lab_1/README.md @@ -0,0 +1,35 @@ +# Лабораторная работа 1 +### Вариант 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) +### Запуск +- Запустить файл lab1.py + +### Технологии +- Язык - 'Python' +- Библиотеки sklearn, matplotlib, numpy + +### Что делает +Программа генерирует набор данных с помощью make_moons(), после чего строит графики для моделей, указанных в задании варианта и выводит в консоль качество данных моделей + +### Пример работы +Вывод в консоль: + +Точность: + +LinearRegression: 0.1997177824893414 + +Multi Layer Perceptron 10 нейронов: 0.45 + +Multi Layer Perceptron 100 нейронов: 0.8 + +Лучший результат показала модель Multi Layer Perceptron на 100 нейронах + +Ниже представлены графики, выводимые программой + +![Graphics](graphics.png) \ No newline at end of file diff --git a/ilbekov_dmitriy_lab_1/console.jpg b/ilbekov_dmitriy_lab_1/console.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a7dc27ede5d60123010ccf62ac73b00fdc0cc04 GIT binary patch literal 15828 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