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Zamiana kolejności wykładów 7-12

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Paweł Skórzewski 2023-04-14 10:47:15 +02:00
parent 5ac4cc1d51
commit 4adbb1c4c8
6 changed files with 74 additions and 53 deletions
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wyk/08_Uczenie_nienadzorowane.ipynb → wyk/07_Uczenie_nienadzorowane.ipynb
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wyk/09_NB_i_KNN.ipynb → wyk/08_NB_i_KNN.ipynb
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wyk/10_SVM_i_drzewa_decyzyjne.ipynb → wyk/09_SVM_i_drzewa_decyzyjne.ipynb
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wyk/11_Sieci_neuronowe.ipynb → wyk/10_Sieci_neuronowe.ipynb
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wyk/12_Propagacja_wsteczna.ipynb → wyk/11_Propagacja_wsteczna.ipynb
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wyk/07_Metody_optymalizacji.ipynb → wyk/12_Metody_optymalizacji.ipynb
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@ -1,6 +1,7 @@
{ {
"cells": [ "cells": [
{ {
"attachments": {},
"cell_type": "markdown", "cell_type": "markdown",
"metadata": { "metadata": {
"slideshow": { "slideshow": {
@ -9,10 +10,11 @@
}, },
"source": [ "source": [
"### Uczenie maszynowe\n", "### Uczenie maszynowe\n",
"# 7. Metody optymalizacji" "# 12. Metody optymalizacji"
] ]
}, },
{ {
"attachments": {},
"cell_type": "markdown", "cell_type": "markdown",
"metadata": { "metadata": {
"slideshow": { "slideshow": {
@ -20,7 +22,7 @@
} }
}, },
"source": [ "source": [
"## 7.1. Warianty metody gradientu prostego\n", "## 12.1. Warianty metody gradientu prostego\n",
"\n", "\n",
"* Batch gradient descent\n", "* Batch gradient descent\n",
"* Stochastic gradient descent\n", "* Stochastic gradient descent\n",
@ -226,6 +228,7 @@
] ]
}, },
{ {
"attachments": {},
"cell_type": "markdown", "cell_type": "markdown",
"metadata": { "metadata": {
"slideshow": { "slideshow": {
@ -233,7 +236,7 @@
} }
}, },
"source": [ "source": [
"## 7.2. Algorytmy optymalizacji metody gradientu\n", "## 12.2. Algorytmy optymalizacji metody gradientu\n",
"\n", "\n",
"* Momentum\n", "* Momentum\n",
"* Nesterov Accelerated Gradient\n", "* Nesterov Accelerated Gradient\n",
@ -370,6 +373,7 @@
] ]
}, },
{ {
"attachments": {},
"cell_type": "markdown", "cell_type": "markdown",
"metadata": { "metadata": {
"slideshow": { "slideshow": {
@ -377,7 +381,7 @@
} }
}, },
"source": [ "source": [
"## 7.3. Metody zbiorcze" "## 12.3. Metody zbiorcze"
] ]
}, },
{ {