From f3ceb052a3ba720c12d8dad8d16c74b6725369f2 Mon Sep 17 00:00:00 2001 From: Andrey Date: Tue, 20 Feb 2024 09:25:04 +0300 Subject: [PATCH] lec02 --- README.md | 32 +-------- lections/OATD_lec_2.pdf | Bin 1630987 -> 1634531 bytes lections/OATD_lec_2.pptx | Bin 1093982 -> 1094359 bytes lections/notebooks/lec2_preprocess.ipynb | 84 +++++++++++++++-------- 4 files changed, 56 insertions(+), 60 deletions(-) diff --git a/README.md b/README.md index 89b2fe6..c7f9c03 100644 --- a/README.md +++ b/README.md @@ -18,7 +18,7 @@ | 23.04.2024 | [Решение задач выявления плагиата](lections/OATD_lec_11.pdf) [pptx](lections/OATD_lec_11.pptx) | | 30.04.2024 | Лекция | -## Журнал группы +## [Журнал группы](https://docs.google.com/spreadsheets/d/1zqJdQO_HKVQjHRK1knrDeaT2SGrptDQ38FjlflW-Rn8/edit#gid=1516016995) ## Лабораторные работы @@ -33,34 +33,4 @@ * [Методические указания](labs/OATD_LR1_metod.ipynb) * [Установка Jupyter Notebook](assets/start_notebook.md) -### Лабораторная работа №2 - -| Группа | Дата | -|:--------|:----------:| -| А-01-20 | 27.02.2024 | -| А-03-20 | 05.03.2024 | - -* [Задание](labs/OATD_LR2.md) -* [Методические указания](labs/OATD_LR2_metod.ipynb) - -### Лабораторная работа №3 - -| Группа | Дата | -|:--------|:----------------------:| -| А-01-20 | 12.03.2024, 26.03.2024 | -| А-03-20 | 19.03.2024, 02.04.2024 | - -* [Задание](labs/OATD_LR3.md) -* [Методические указания](labs/OATD_LR3_metod.ipynb) - - -### Лабораторная работа №4 - -| Группа | Дата | -|:--------|:----------------------:| -| А-01-20 | 09.04.2024, 23.04.2024 | -| А-03-20 | 16.04.2024, 30.04.2024 | - -* [Задание](labs/OATD_LR4.md) -* [Методические указания](labs/OATD_LR4_metod.ipynb) diff --git a/lections/OATD_lec_2.pdf b/lections/OATD_lec_2.pdf index 30e993d02f168ce2bb57d9ce6dee94b8cc99eeed..fa0ea9e3fe520755f344f6f8affe66994cf1273c 100644 GIT binary patch delta 63823 zcmZU)Q+Q?#vjmzqwkDj|w#|t%v2ELYV^3_`PA0Z(+qRwaeg8hsdCva#)w)@0U3FJi zS5-$28SU>H)iMDvI0+dE75Vvf2pMEeoDGZ(oDB%sIk_6d0h@q?p(GTbs;u2QBYY>$ 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zfk}dMxfIBJnz+EnaIkHi-puTR)4Bf(?d-w@;!1J;(^k*RKs+TJ5Aev-B=mWXi_{$JEQLbtV*`oB|ppkWN~)$~7~ z2^D-`rV_>gh*p8AH>lwQx>cZft|~!Sk_J9NSp{RbokjxMt6(IsIW2r7Ge=WZXUCT= zTqZAH0(;3YBCh|A8bN;l8NIRo|KLp>oy~8|764AwU=t=a!Ur;|Va$Lcs4^kCfJF_A lje}a-IUEMM{tvlZqhSC5 diff --git a/lections/notebooks/lec2_preprocess.ipynb b/lections/notebooks/lec2_preprocess.ipynb index baa6928..5fd98f8 100644 --- a/lections/notebooks/lec2_preprocess.ipynb +++ b/lections/notebooks/lec2_preprocess.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 51, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -12,27 +12,27 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ - "A = [[3, 4, 5]]\n", - "B = [[3, 5, 4]]\n", - "C = [[1, 2, 1]]\n" + "A = [[3, 4000, 5]]\n", + "B = [[3, 4000, 4]]\n", + "C = [[3, 4100, 5]]\n" ] }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Euclidean: \t [[1.41421356]]\n", - "Cosine: \t [[0.98]]\n", - "Manhattan: \t [[2.]]\n" + "Euclidean: \t [[1.]]\n", + "Cosine: \t [[0.99999997]]\n", + "Manhattan: \t [[1.]]\n" ] } ], @@ -44,16 +44,16 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Euclidean: \t [[4.89897949]]\n", - "Cosine: \t [[0.92376043]]\n", - "Manhattan: \t [[8.]]\n" + "Euclidean: \t [[100.]]\n", + "Cosine: \t [[1.]]\n", + "Manhattan: \t [[100.]]\n" ] } ], @@ -65,7 +65,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -102,7 +102,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -173,7 +173,7 @@ "3 2.0 green 4500 MSK" ] }, - "execution_count": 56, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -189,7 +189,7 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -270,7 +270,7 @@ "3 2.0 4500 MSK 1 0 0" ] }, - "execution_count": 57, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -283,16 +283,19 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { + "text/html": [ + "

LabelEncoder()
In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.
" + ], "text/plain": [ "LabelEncoder()" ] }, - "execution_count": 58, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -306,7 +309,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -387,7 +390,7 @@ "3 2.0 4500 1 1 0 0" ] }, - "execution_count": 59, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -399,7 +402,7 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -480,7 +483,7 @@ "3 2.000000 4500 1 1 0 0" ] }, - "execution_count": 60, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -493,7 +496,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -584,7 +587,7 @@ "3 2.000000 4500 1 1 0 0 0.970149 0.698021" ] }, - "execution_count": 64, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -597,10 +600,33 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 22, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dataset.boxplot(['C_normalized','C_standardized'])" + ] }, { "cell_type": "code",