From 220b176be47613316ab7bd3090fd3fa9fabdab04 Mon Sep 17 00:00:00 2001 From: "artem.orlov" Date: Tue, 17 Oct 2023 00:28:46 +0400 Subject: [PATCH] =?UTF-8?q?=D0=9B=D0=B0=D0=B1=D0=BE=D1=80=D0=B0=D1=82?= =?UTF-8?q?=D0=BE=D1=80=D0=BD=D0=B0=D1=8F=20=D1=80=D0=B0=D0=B1=D0=BE=D1=82?= =?UTF-8?q?=D0=B0=201?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- orlov_artem_lab_1/README.md | 27 +++++++++++++++++ orlov_artem_lab_1/console.png | Bin 0 -> 23174 bytes orlov_artem_lab_1/gr.png | Bin 0 -> 137376 bytes orlov_artem_lab_1/main.py | 53 ++++++++++++++++++++++++++++++++++ 4 files changed, 80 insertions(+) create mode 100644 orlov_artem_lab_1/README.md create mode 100644 orlov_artem_lab_1/console.png create mode 100644 orlov_artem_lab_1/gr.png create mode 100644 orlov_artem_lab_1/main.py diff --git a/orlov_artem_lab_1/README.md b/orlov_artem_lab_1/README.md new file mode 100644 index 0000000..9b62ac2 --- /dev/null +++ b/orlov_artem_lab_1/README.md @@ -0,0 +1,27 @@ +### Задание: +Данные: make_moons (noise=0.3, random_state=rs) +Модели: + · Линейную регрессию + · Полиномиальную регрессию (со степенью 5) + · Гребневую полиномиальную регрессию (со степенью 5, alpha= 1.0) + +### как запустить лабораторную работу: +Лабораторная работа запускается в файле `main.py` через Run, должно запуститься окно с графиками и вычисления в консоли + +### Технологии: +Для решения задач будем использовать следующие библиотеки +matplotlib для построения графиков, +numpy для математических операций, +sklearn для обучения моделей и получения результатов + +### Что делает лабораторная: +Выполнение кода выводит точность каждой модели (в консоль) и отображает графики решений для каждой модели. + +### Пример выходных значений: +Консоль: + +![результат в консоль](console.png) + +Графики: + +![img.png](gr.png) \ No newline at end of file diff --git a/orlov_artem_lab_1/console.png b/orlov_artem_lab_1/console.png new file mode 100644 index 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