From eac3962fce60a9138ac4bd8cbe2b64121613423d Mon Sep 17 00:00:00 2001 From: Filip Gralinski Date: Wed, 14 Apr 2021 13:23:15 +0200 Subject: [PATCH] =?UTF-8?q?Wyk=C5=82ad=206?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- wyk/06_Uczenie_maszynowe.ipynb | 177 +++++++++++++++++++++++++++++ wyk/uczenie-a-programowanie.drawio | 1 + wyk/uczenie-a-programowanie.png | Bin 0 -> 30337 bytes wyk/uczenie-schemat.drawio | 1 + wyk/uczenie-schemat.png | Bin 0 -> 270057 bytes 5 files changed, 179 insertions(+) create mode 100644 wyk/06_Uczenie_maszynowe.ipynb create mode 100644 wyk/uczenie-a-programowanie.drawio create mode 100644 wyk/uczenie-a-programowanie.png create mode 100644 wyk/uczenie-schemat.drawio create mode 100644 wyk/uczenie-schemat.png diff --git a/wyk/06_Uczenie_maszynowe.ipynb b/wyk/06_Uczenie_maszynowe.ipynb new file mode 100644 index 0000000..efe49ea --- /dev/null +++ b/wyk/06_Uczenie_maszynowe.ipynb @@ -0,0 +1,177 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Uczenie maszynowe i jego wyzwania\n", + "\n", + "Uwaga: my skupiamy się na uczeniu maszynowym na tekstach (i ostatecznie zmierzamy do ekstrakcji z dokumentów tekstowych).\n", + "\n", + "## Oznaczenia\n", + "\n", + "* $x$ — wejście (często interpretowane jako wektor $\\vec{x}$) \n", + "* $y$ — oczekiwane wyjście\n", + "* $\\hat{y}$ — przewidywane wyjście\n", + "* $(X, Y)$, zbiór wejść $X$ traktujemy jako listę $X = (x_1, \\dots, x_N)$ albo jako macierz, a $Y$ jest na ogół ciągiem liczb albo wektorem\n", + "* $V$ — słownik (zbiór słów/symboli)\n", + " * $V^*$ — zbiór wszystkich tekstów (ciągów na $V$)\n", + "* $C = \\{c_1, c_2, \\dots, c_n\\}$ — zbiór klas\n", + " * $\\bar{c}$ - dopełnienie klasy $c$\n", + "* $L = \\{l_1, l_2, \\dots, l_n\\}$ — zbiór etykiet/tagów (_labels_/_tags_)\n", + " * czasami wymiennie używać będziemy terminów klasa oraz etykieta/tag\n", + " * $L^*$ — zbiór wszystkich ciągów etykiet\n", + "* $q$ — zapytanie\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Rekomendacje książkowe\n", + "\n", + "(Bez aparatu matematycznego! Na przykład do polecenia laikowi.)\n", + "\n", + "* Stanisław Lem, _Summa technologiae_, Wydawnictwo Literackie, 1964\n", + " * może zacząć od spojrzenia, jak kiedyś sobie to wyobrażano?\n", + "* Pedro Domingos, _Naczelny Algorytm. Jak jego odkrycie zmieni nasz świat_, Helion, 2016\n", + " * książka się trochę zestarzała, czas pokazał, że autor nie do końca trafnie przewidział, jak się dalej potoczą losy uczenia maszynowego (sieci neuronowe zdecydowanie wygrały)\n", + " * ... ale bardzo ciekawe spostrzeżenia, dobrze się czyta\n", + "* Kai-Fu Lee, _Inteligencja sztuczna, rewolucja prawdziwa_, Media Rodzina, 2019.\n", + " * ciekawe w kontekście ekonomicznym, szczególnie Chin\n", + " \n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Podstawowa idea\n", + "\n", + "**Uczenie maszynowe to odwrotność programowania** (trochę tak jak $\\sqrt{...}$ jest odwrotnością $^2$)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![Uczenie maszynowe a programowanie](./uczenie-a-programowanie.png)\n", + "\n", + "(Na razie trochę upraszczamy - odnosimy się tylko do uczenia nienadzorowanego.)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 5 epok uczenia maszynowego\n", + "\n", + "### I. Systemy regułowe\n", + "\n", + "Systemy regułowe, wyrażenia regularne, systemy eksperckie, programowanie logiczne (Prolog)\n", + "\n", + "Praca człowieka: tworzenie reguł (czasochłonne!)\n", + "\n", + "### II. Proste algorytmy uczenia maszynowego (lata 90.)\n", + "\n", + "Naiwny klasyfikator bayesowskie, regresja logistyczna, SVM, XGBoost\n", + "\n", + "Praca człowieka: inżynieria cech, optymalizacja hiperparametrów, unikanie przeuczenia\n", + "\n", + "### III. Sieci neuronowe 1 - ucz na _big data_ (2012-2016)\n", + "\n", + "Sieci feed-forward, splotowe, LSTM; wymagane duże zbiory uczące (w trybie nadzorowanym).\n", + "\n", + "Praca człowieka: specyficzna architektura, przygotowanie dużego zbioru danych\n", + "\n", + "### IV. Sieci neuronowe 2 - pretrenuj i dostrajaj (2017-2020)\n", + "\n", + "Sieci konwolucyjne, LSTM (ELMo), Transformer (BERT). Zbiory uczące do uczenia nadzorowanego nie muszą być obszerne.\n", + "\n", + "Praca człowieka: dostrajanie modelu.\n", + "\n", + "### V. Sieci neuronowe 3 - pretrenuj i... po po prostu korzystaj (2019-)\n", + "\n", + "Duże wielowarstwowe generatywne modele Transformer (GPT-2/3, T5), uczenie few-, one- i zero-shot.\n", + "\n", + "Praca człowieka: jak sformułować zadanie w języku naturalnym?\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Rodzaje uczenia maszynowego\n", + "\n", + "* uczenie nienadzorowane (_unsupervised learning_)\n", + "* uczenie nadzorowane (_supervised learning_)\n", + " * predykcja prostej wartości\n", + " * klasyfikacja\n", + " * klasyfikacja binarna\n", + " * klasyfikacja wieloklasowa\n", + " * regresja\n", + " * ekstrakcja informacji \n", + " * zadania _seq2seq_\n", + " * etykietowanie sekwencji (_sequence labeling_)\n", + " * tłumaczenie maszynowe (szeroko rozumiane)\n", + " * automatyczne streszczanie (sumaryzacja) \n", + " \n", + " \n", + " \n", + " \n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Uczenie maszynowe - widok z góry" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Wyzwania uczenia maszynowego\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.2" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/wyk/uczenie-a-programowanie.drawio b/wyk/uczenie-a-programowanie.drawio new file mode 100644 index 0000000..50800af --- /dev/null +++ b/wyk/uczenie-a-programowanie.drawio @@ -0,0 +1 @@ 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