From a43eb72079a3df5cdfeacc28096b844d2f278c67 Mon Sep 17 00:00:00 2001 From: tmrrwnxtsn Date: Sun, 22 Oct 2023 16:37:16 +0400 Subject: [PATCH] kurmyza_pavel_lab_1 is ready --- kurmyza_pavel_lab_1/README.md | 41 +++++++++++ kurmyza_pavel_lab_1/console_output.jpg | Bin 0 -> 31440 bytes kurmyza_pavel_lab_1/main.py | 91 +++++++++++++++++++++++++ kurmyza_pavel_lab_1/plots.jpg | Bin 0 -> 104288 bytes 4 files changed, 132 insertions(+) create mode 100644 kurmyza_pavel_lab_1/README.md create mode 100644 kurmyza_pavel_lab_1/console_output.jpg create mode 100644 kurmyza_pavel_lab_1/main.py create mode 100644 kurmyza_pavel_lab_1/plots.jpg diff --git a/kurmyza_pavel_lab_1/README.md b/kurmyza_pavel_lab_1/README.md new file mode 100644 index 0000000..99889fc --- /dev/null +++ b/kurmyza_pavel_lab_1/README.md @@ -0,0 +1,41 @@ +# Лабораторная работа №1 + +## ПИбд-41, Курмыза Павел, Вариант 13 + +### Данные: + +- make_moons (noise=0.3, random_state=rs) + +### Модели: + +- Линейную регрессию +- Полиномиальную регрессию (со степенью 3) +- Многослойный персептрон со 100-а нейронами в скрытом слое (alpha = 0.01) + +## Как запустить ЛР + +- Запустить файл main.py + +## Используемые технологии + +- Язык программирования Python +- Библиотеки: sklearn, matplotlib, numpy + +## Что делает программа + +После генерации набора данных с помощью функции make_moons(), программа создает графики для моделей, которые указаны в +задании. Затем она выводит в консоль качество данных для этих моделей. + +## Тесты + +### Консоль + +![Консольный вывод](console_output.jpg) + +### Графики + +![Графики](plots.jpg) + +### Вывод + +Исходя из этого, можно сделать вывод: лучший результат показала модель многослойного персептрона на 100 нейронах. \ No newline at end of file diff --git a/kurmyza_pavel_lab_1/console_output.jpg b/kurmyza_pavel_lab_1/console_output.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a32fbfccdb3263dc5e0b3b03c0844298d3f5de30 GIT binary patch literal 31440 zcmb@u1zaUfvM+dWcZbH^8+UhT+z;+@aBbWhcWbV4^b3xFysDI*C00|NuZeH?)IZLn1tF);%r6-7yzFA^US z007u1;3I$w0|2&mE>0>^q9j_{KoY=z3PvW*4*%))zrv3)?iK(aR{&s^QP~9w<-aEQ zU);kveN_07=Fi88Y4JA<2Kg5@{yWC~3%k2GxP0)+@E105aQX`ie_%u>H5IWB{N)3a zSo|k!{GYI?nX}198k>(a2LEcCeGUM?eFFeM#Q%$CoB{wehXMe&YyYBA-d6#^0LZ@usE+^x0}TTM4+jei2af`e@NuAEBcmdJ{ID@`G0-t^ zG08vS;(j8hB_koDWno}o5#$q8R<;HE|60KNPXHP$pag;s0t^iRjs^yS2KN37!1~c& z5FcXrm%#l;fP{jEfdB`C{TuaP#XlEt!qcT_ 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