From 575f139481c34be873f941bc806422c36f41e74b Mon Sep 17 00:00:00 2001 From: Filipriec Date: Thu, 26 Feb 2026 14:17:51 +0100 Subject: [PATCH] working compiled but with errors --- .gitignore | 2 + docs/.gitignore | 5 + docs/usu_sem2/1/1.tex | 26 + docs/usu_sem2/1/2.tex | 26 + docs/usu_sem2/1/3.tex | 44 + docs/usu_sem2/1/4.tex | 76 + docs/usu_sem2/compiled/4.tex | 54 + docs/usu_sem2/compiled/main.pdf | Bin 0 -> 149992 bytes docs/usu_sem2/main.tex | 176 +++ docs/usu_sem2/titulka.tex | 32 + docs/usu_sem2/usu_semestralka2.zip | Bin 0 -> 20245 bytes docs/usu_sem2/wss_plot-eps-converted-to.pdf | Bin 0 -> 20380 bytes docs/usu_sem2/wss_plot.eps | 1452 +++++++++++++++++++ 13 files changed, 1893 insertions(+) create mode 100644 .gitignore create mode 100644 docs/.gitignore create mode 100644 docs/usu_sem2/1/1.tex create mode 100644 docs/usu_sem2/1/2.tex create mode 100644 docs/usu_sem2/1/3.tex create mode 100644 docs/usu_sem2/1/4.tex create mode 100644 docs/usu_sem2/compiled/4.tex create mode 100644 docs/usu_sem2/compiled/main.pdf create mode 100644 docs/usu_sem2/main.tex create mode 100644 docs/usu_sem2/titulka.tex create mode 100644 docs/usu_sem2/usu_semestralka2.zip create mode 100644 docs/usu_sem2/wss_plot-eps-converted-to.pdf create mode 100644 docs/usu_sem2/wss_plot.eps diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..0e77146 --- /dev/null +++ b/.gitignore @@ -0,0 +1,2 @@ +*.aux +*.log diff --git a/docs/.gitignore b/docs/.gitignore new file mode 100644 index 0000000..9fd3cb4 --- /dev/null +++ b/docs/.gitignore @@ -0,0 +1,5 @@ +*.aux +*.log +*.toc +*.lof +*.out diff --git a/docs/usu_sem2/1/1.tex b/docs/usu_sem2/1/1.tex new file mode 100644 index 0000000..2d4cf53 --- /dev/null +++ b/docs/usu_sem2/1/1.tex @@ -0,0 +1,26 @@ +\section{Document topic discovery} +Cieľom je identifikovať kapitoly v novinových článkoch bez použitia vopred definovaných tried. Analýzou štatistického rozdelenia medzi dokumentami systém zoskupuje podobné články do odlišných zhlukov, pričom každý zhluk reprezentuje tému(topic). + +\section{Matematická reprezentácia textu} +Proces objavovania začína transformáciou surového textu do vysokodimenzionálneho vektorového priestoru. Podľa metodológie tvorby príznakov je každý dokument reprezentovaný pomocou vkladania TF-IDF (Term Frequency–Inverse Document Frequency). + +Pre zaistenie štatistickej robustnosti je komponenta term frequency (TF) vypočítaná pomocou logaritmicky škálovaného vzorca. Tento prístup zabraňuje tomu, aby bežné slová s vysokými počtami neúmerne ovplyvňovali model, a namiesto toho sa zameriava na informačnú hodnotu výrazov. Inverse Document Frequency (IDF) ďalej spresňuje túto reprezentáciu penalizáciou výrazov, ktoré sa vyskytujú príliš často v celom korpuse, čím uprednostňuje slová špecifické a charakteristické pre jednotlivé témy. + +\section{Optimalizácia a redukcia šumu} +Dokumentové vektory v priestore surových slov často obsahujú významný šum a vysokú redundanciu. Na vyriešenie „prekliatia dimenzionality“ a zlepšenie stability zhlukovania pipeline zahŕňa metódu hlavných komponentov (PCA). + +Tento krok transformuje pôvodné príznaky na kompaktnú množinu hlavných komponentov, ktoré zachytávajú maximálny rozptyl v dátach. Projekciou dokumentov do tohto redukovaného priestoru systém zahadzuje menej informatívne dimenzie a sústredí sa na najvýznamnejšie tematické smery. Táto redukcia dimenzie je kľúčová pre odhalenie skrytých vzorov, ktoré by mohli byť v pôvodnej vysokodimenzionálnej reprezentácii zakryté. + +\section{Zhlukovací rámec} +Jadrom objavovania tém je K-Means algoritmus, iteračná zhlukovacia metóda navrhnutá na rozdelenie dát do odlišných skupín. Každá skupina je definovaná centroidom, ktorý predstavuje matematický stred témy. + +Podľa ustálených teoretických algoritmov proces začína náhodnou inicializáciou stredov zhlukov. Na zmiernenie rizika konvergencie do suboptimálnych lokálnych miním — častého problému v zhlukovaní — systém využíva stratégiu viacerých štartov. Vykonaním niekoľkých nezávislých behov s rôznymi inicializáciami a výberom výsledku s najnižšou vnútornou varianciou pipeline zabezpečuje stabilnejšie a presnejšie tematické zoskupovanie. + +\section{Stanovenie granularity tém} +Voľba vhodného počtu tém je riadená pomocou metódy „lakeť“ (Elbow Method), založenej na vnútrozhlukovom súčte štvorcov (WSS). So zvyšujúcim sa počtom zhlukov WSS prirodzene klesá. Systém však hľadá bod „lakťa“ — špecifický počet zhlukov, kde sa miera zlepšenia rozptylu výrazne spomalí. Tento bod predstavuje optimálny kompromis medzi jednoduchosťou modelu a jeho opisnou silou, čím sa zabezpečuje, že témy nie sú ani príliš široké, ani nadbytočne rozdelené. + +\section{Interpretácia objavených tém} +Záverečná fáza pipeline zahŕňa preklad matematických centroidov späť do ľudsky čitateľných tém. Keďže zhlukovanie prebieha v redukovanom dimenzionálnom priestore, aplikuje sa inverzná transformácia na mapovanie centroidov späť do pôvodného priestoru slov. Identifikáciou výrazov s najvyššou váhou v každom centre systém identifikuje kľúčové slová charakterizujúce každú tému. To umožňuje kvalitatívne zhodnotenie objavených tém, čím sa efektívne premieňajú matematické súradnice na zrozumiteľné sumáre obsahu dátovej sady. + +\section{Teoretické základy} +Pipeline je striktne prispôsobená teoretickým rámcom strojového učenia. Logika vektorizácie a škálovania je odvodená z Kapitoly 8, konkrétne sa zameriava na mapovanie príznakov a váženie TF-IDF. Redukcia dimenzie a inverzná transformácia nasledujú metodológie PCA z Kapitoly 8.3. Logika zhlukovania, vrátane iteračného priraďovania, výpočtu WSS a diagnostického použitia metódy „lakeť“, je založená na princípoch učenia bez učiteľa uvedených v Kapitole 13. \ No newline at end of file diff --git a/docs/usu_sem2/1/2.tex b/docs/usu_sem2/1/2.tex new file mode 100644 index 0000000..744f4e6 --- /dev/null +++ b/docs/usu_sem2/1/2.tex @@ -0,0 +1,26 @@ +\section{Cieľ projektu} +Primárnym cieľom tohto projektu je identifikovať skryté tematické štruktúry v kolekcii novinových dokumentov bez použitia vopred definovaných tried. Analýzou štatistického rozdelenia výrazov a sémantických vzťahov medzi dokumentami systém zoskupuje podobné články do odlišných zhlukov, pričom každý zhluk predstavuje jedinečnú tému. + +\section{Matematická reprezentácia textu} +Proces objavovania začína transformáciou surového textu do vysokorozmerného vektorového priestoru. Podľa metodológie inžinierstva príznakov (kapitola 8) je každý dokument reprezentovaný pomocou vkladania TF-IDF (Term Frequency–Inverse Document Frequency). + +Aby sa zabránilo neúmernému vplyvu bežných slov s vysokými počtami, frekvencia slov (TF) sa počíta pomocou logaritmickej škály: $\text{TF}(w,d) = \log(1 + f(w,d))$, kde $f(w,d)$ je počet výskytov slova $w$ v dokumente $d$. Inverzná frekvencia dokumentov (IDF) penalizuje slová, ktoré sa vyskytujú príliš často v celom korpuse: $\text{IDF}(w,D) = \log\left(\frac{N}{f(w,D) + 1}\right)$, kde $N$ je počet dokumentov a $f(w,D)$ je počet dokumentov obsahujúcich slovo $w$. Výsledné TF-IDF vkladanie je dané súčinom $\text{TF-IDF}(w,d,D) = \text{TF}(w,d) \cdot \text{IDF}(w,D)$. + +\section{Optimalizácia a redukcia šumu} +Dokumentové vektory v priestore slov obsahujú značný šum a redundanciu. Na vyriešenie prekliatia dimenzionality a zlepšenie stability zhlukovania sa používa metóda hlavných komponentov (PCA) podľa kapitoly 8.3. + +Tento krok transformuje pôvodné príznaky na množinu hlavných komponentov, ktoré zachytávajú maximálny rozptyl v dátach. Projekciou dokumentov do redukovaného priestoru sa odstránia menej informatívne dimenzie a systém sa sústredí na najvýznamnejšie tematické smery. Táto redukcia dimenzie je kľúčová pre odhalenie skrytých vzorov, ktoré môžu byť v pôvodnej vysokorozmernej reprezentácii zakryté. + +\section{Zhlukovací rámec} +Jadrom objavovania tém je K-means algoritmus (kapitola 13), iteračná metóda zhlukovania, ktorá rozdeľuje dáta do $k$ zhlukov. Každý zhluk je definovaný centroidom $\theta_m$, ktorý predstavuje jeho stred. Algoritmus minimalizuje funkciu nehodnovernosti $l_\Theta^k(x) = \min_{m=1,\dots,k} \|x - \theta_m\|_2^2$, kde $\Theta = [\theta_1, \dots, \theta_k]$ je matica centier. + +Proces začína náhodnou inicializáciou centier. Aby sa predišlo konvergencii do suboptimálnych lokálnych miním, používa sa stratégia viacnásobnej inicializácie: algoritmus sa spustí niekoľkokrát s rôznymi počiatočnými centrami a vyberie sa riešenie s najnižšou celkovou vnútrozhlukovou sumou štvorcov. + +\section{Stanovenie granularity tém} +Výber vhodného počtu zhlukov $k$ sa realizuje metódou lakťa, ktorá je založená na vnútrozhlukovej sume štvorcov (WSS). WSS sa definuje ako súčet funkcií nehodnovernosti pre všetky body: $\text{WSS} = \sum_{i=1}^n l_\Theta^k(x_i)$. So zvyšujúcim sa $k$ hodnota WSS klesá. Metóda lakťa hľadá bod, v ktorom sa zlepšenie (pokles WSS) výrazne spomalí; tento bod určuje optimálny kompromis medzi jednoduchosťou modelu a jeho presnosťou. + +\section{Interpretácia objavených tém} +Pre interpretáciu objavených tém sa centroidy zhlukov premapujú späť do pôvodného priestoru slov pomocou inverznej transformácie. V tomto priestore sa identifikujú výrazy s najvyššími váhami v každom centroide, ktoré charakterizujú danú tému. Tento postup umožňuje kvalitatívne zhodnotenie objavených tém a ich preklad do zrozumiteľných kľúčových slov. + +\section{Teoretické základy} +Navrhnutý pipeline dôsledne vychádza z teoretických rámcov uvedených v učebnici. Vektorizácia a škálovanie sú založené na kapitole 8, konkrétne na metodike mapovania príznakov a vážení TF-IDF. Redukcia dimenzie a inverzná transformácia sa riadia postupmi PCA opísanými v kapitole 8.3. Logika zhlukovania, vrátane iteračného priraďovania, výpočtu WSS a diagnostického použitia metódy lakťa, je odvodená z princípov učenia bez učiteľa v kapitole 13. \ No newline at end of file diff --git a/docs/usu_sem2/1/3.tex b/docs/usu_sem2/1/3.tex new file mode 100644 index 0000000..5b759cd --- /dev/null +++ b/docs/usu_sem2/1/3.tex @@ -0,0 +1,44 @@ +\section{Cieľ} +Primárnym cieľom je identifikovať tématické celky v kolekcii bez použitia vopred definovaných tried. Ide o úlohu učenia bez učiteľa. Analýzou štatistického rozdelenia výrazov a vzťahov medzi dokumentmi systém zoskupuje podobné články do odlišných zhlukov, pričom každý zhluk reprezentuje špecifickú tému. + +\section{Matematická reprezentácia textu} +Proces začína transformáciou textu do vektorového priestoru. Každý dokument je reprezentovaný pomocou vkladania TF-IDF (\textit{Term Frequency–Inverse Document Frequency}). + +Aby sa zabránilo neúmernému vplyvu bežných slov s vysokou početnosťou, počíta sa frekvencia slov (TF): +\begin{equation} + \text{TF}(w,d) = \log(1 + f(w,d)) +\end{equation}\label{eq:1} +kde $f(w,d)$ predstavuje relatívny počet výskytov slova $w$ v dokumente $d$. Inverzná frekvencia dokumentov (IDF) podľa vzťahu \ref{eq:1} vyjadruje mieru informácie, ktorú slovo poskytuje na základe jeho výskytu $D$: +\begin{equation} + \text{IDF}(w,D) = \log\left(\frac{N}{f(w,D) + 1}\right) +\end{equation} +kde $N$ je celkový počet dokumentov. Výsledné TF-IDF je definované ako súčin týchto dvoch hodnôt. + +\section{Optimalizácia a redukcia šumu} +Vektory obsahujú značný šum a redundanciu. Na vyriešenie problému „prekliatia dimenzionality“ a zlepšenie stability zhlukovania bola aplikovaná Metóda hlavných komponentov (PCA). + +Tento krok transformuje pôvodné príznaky na množinu hlavných komponentov, ktoré zachytávajú maximálny rozptyl v dátach. Ide o ortogonálnu lineárnu transformáciu do novej bázy, kde prvých $m$ komponentov aproximuje pôvodné dáta. Projekciou dokumentov do tohto redukovaného priestoru sa odstránia menej informatívne dimenzie. + +\section{Zhlukovanie} +K-means je iteračná metóda zhlukovania. Algoritmus rozdeľuje priestor príznakov do $k$ disjunktných regiónov, pričom minimalizuje funkciu nehodnovernosti: +\begin{equation} + L(\Theta) = \frac{1}{n} \sum_{i=1}^n \min_{m=1,\dots,k} \|x_i - \theta_m\|_2^2 +\end{equation} +kde $\theta_m$ predstavuje súradnice centra $m$-tého zhluku. Aby sa predišlo konvergencii do lokálnych miním, bola zvolená stratégia viacnásobnej inicializácie, kedy sa vyberá riešenie s najnižšou celkovou vnútrozhlukovou sumou štvorcov (WSS). + +\section{Stanovenie granularity tém} +Výber vhodného počtu tém $k$ sa realizuje pomocou „metódy lakťa“. Tento proces analyzuje WSS ako funkciu počtu zhlukov: +\begin{equation} + \text{WSS} = \sum_{i=1}^n l_\Theta^k(x_i) +\end{equation} +S narastajúcim $k$ hodnota WSS klesá. Optimálny počet tém sa nachádza v bode, kde dochádza k výraznému zlomu v regresii poklesu (lakeť), čo predstavuje ideálny kompromis medzi komplexnosťou modelu a mierou vysvetleného rozptylu dát. + +\section{Interpretácia objavených tém} +Finálna interpretácia objavených tém: +\begin{equation} + x_{ij} \approx \sum_{k=1}^m \phi_{jk} z_{ik} +\end{equation} +Pomocou tejto inverznej transformácie identifikujeme v každom centroide výrazy s najvyššími váhami. Tieto kľúčové slová definujú obsah jednotlivých zhlukov, čím umožňujú kvalitatívne zhodnotenie úspešnosti procesu objavovania tém. + +\section{Záver} +Redukcia dimenzie a následná interpretácia dát sa riadia postupmi PCA. Logika zhlukovania, identifikácia optimálnej granularity a diagnostika modelu sú odvodené z princípov učenia bez učiteľa. \ No newline at end of file diff --git a/docs/usu_sem2/1/4.tex b/docs/usu_sem2/1/4.tex new file mode 100644 index 0000000..59801a0 --- /dev/null +++ b/docs/usu_sem2/1/4.tex @@ -0,0 +1,76 @@ +\section{Cieľ} +Hlavným cieľom je zistiť, aké tematické oblasti sa prirodzene vyskytujú v kolekcii textov bez toho, aby boli vopred určené triedy alebo kategórie. Ide teda o úlohu učenia bez učiteľa. +Na základe štatistického rozdelenia výrazov a podobností medzi dokumentmi zoskupíme články do niekoľkých zhlukov, pričom každý z nich by mal zodpovedať určitej téme. + +\section{Matematická reprezentácia textu} +Na to, aby bolo možné texty matematicky spracovať, je potrebné ich previesť do vektorovej podoby. +Využitá bola reprezentácia TF-IDF (\textit{Term Frequency–Inverse Document Frequency}), ktorá priraďuje vyššiu váhu slovám, ktoré sú pre daný dokument typické, ale nie príliš časté. + +Frekvencia slov (TF) sa počíta pomocou logaritmickej mierky: +\begin{equation} + \text{TF}(w,d) = \log(1 + f(w,d)) \label{eq:tf} +\end{equation} +kde $f(w,d)$ označuje počet výskytov slova $w$ v dokumente $d$. +Inverzná frekvencia dokumentov (IDF) vyjadruje, ako informačne je slovo prínosné vzhľadom na svoj výskyt v súbore dokumentov $D$: +\begin{equation} + \text{IDF}(w,D) = \log\left(\frac{N}{f(w,D) + 1}\right) \label{eq:idf} +\end{equation} +kde $N$ predstavuje celkový počet dokumentov. +Finálna hodnota TF-IDF je daná súčinom týchto dvoch členov. + +\section{Optimalizácia a redukcia šumu} +Vektory TF-IDF obsahujú aj značný šum a redundantné informácie, čo môže negatívne ovplyvniť kvalitu zhlukovania. +Preto bola použitá metóda hlavných komponentov (PCA), aby sa znížili rozmery dát a zároveň zachovali čo najviac variabilitu. + +PCA premieta pôvodné dáta do priestoru hlavných komponentov, ktoré sú lineárne nezávislé a postupne zachytávajú najväčší rozptyl v dátach. +Projekciou na prvých niekoľko komponentov sa odstránia menej informatívne rozmery a tým sa model zjednoduší. + +\section{Zhlukovanie} +Na samotné zhlukovanie bol použitý algoritmus K-means. +Ide o iteratívny algoritmus, ktorý rozdeľuje priestor príznakov do $k$ skupín a minimalizuje nasledujúcu funkciu nezhody: +\begin{equation} + L(\Theta) = \frac{1}{n} \sum_{i=1}^n \min_{m=1,\dots,k} \|x_i - \theta_m\|_2^2 +\end{equation} +kde $\theta_m$ označuje vektor súradníc $m$-tého centra. +Aby algoritmus neskončil v lokálnom minime, bola zvolená viacnásobná inicializácia a výsledok s najnižšou vnútrozhlukovou sumou štvorcov WSS. + +\section{Stanovenie granularity tém} +Počet výsledných zhlukov $k$ nebol určený dopredu, ale bol odhadovaný pomocou metódy lakťa. +Sleduje sa pritom pokles hodnoty WSS v závislosti od počtu $k$: +\begin{equation} + \text{WSS} = \sum_{i=1}^n l_\Theta^k(x_i) +\end{equation} +Pri zvyšovaní $k$ hodnota WSS spravidla klesá. +Optimálna hodnota $k$ sa zvolí v mieste, kde sa krivka začne postupne vyrovnávať, teda v „lakti“. Tento bod predstavuje kompromis medzi presnosťou a zložitosťou modelu. + +\begin{figure}[h] + \centering + \includegraphics[width=0.8\textwidth]{wss_plot.eps} + \caption{Závislosť sumy štvorcov (WSS) od počtu zhlukov $k$. Lakeť indikuje optimálnu granularitu tém.} + \label{fig:elbow} +\end{figure} + +\section{Interpretácia objavených tém} +Po vykonaní zhlukovania boli centrá jednotlivých zhlukov interpretované ako reprezentanti tém. +Použitá bola inverzná transformácia: +\begin{equation} + x_{ij} \approx \sum_{k=1}^m \phi_{jk} z_{ik} +\end{equation} +Na základe hodnôt v centre sa vybrali tie výrazy, ktoré mali najvyššie váhy (koeficienty $\phi_{jk}$). +Tieto slová vystihujú obsah príslušného zhluku a umožňujú kvalitatívne posúdiť, aké témy boli v kolekcii textov objavené. + +\section{Záver} +Redukcia rozmerov pomocou PCA zlepšila stabilitu a čitateľnosť výsledkov. +Zhlukovanie metódou K-means v kombinácii s výpočtom WSS poskytlo praktický nástroj na určenie počtu tém. + +Pre finálny model s $k=8$ boli identifikované nasledujúce tematické oblasti (zoradené podľa dôležitosti slov v centre): +\begin{itemize} + \item Gastronómia: food, city, restaurants, new, york, restaurant, wine. + \item Biznis a správy: company, business, said, week, years, year. + \item Šéfkuchári a menu: restaurant, mr, chef, opens, news, bar, menu. + \item Literatúra a život: life, world, new, book, home, family, father. + \item Spoločnosť a ľudia: black, white, people, says, men, women, century. + \item Film a TV: movie, tv, times, film, series, story, based. + \item Dizajn a architektúra: house, designer, design, early, years, century. + \item Umenie a práca: work, artist, art, day, young, life. +\end{itemize} \ No newline at end of file diff --git a/docs/usu_sem2/compiled/4.tex b/docs/usu_sem2/compiled/4.tex new file mode 100644 index 0000000..bc6f805 --- /dev/null +++ b/docs/usu_sem2/compiled/4.tex @@ -0,0 +1,54 @@ +\relax +\providecommand\hyper@newdestlabel[2]{} +\@writefile{toc}{\contentsline {section}{\numberline {1}Cieľ}{1}{section.1}\protected@file@percent } +\@writefile{toc}{\contentsline {section}{\numberline {2}Matematická reprezentácia textu}{1}{section.2}\protected@file@percent } +\newlabel{eq:tf}{{1}{1}{Matematická reprezentácia textu}{equation.1}{}} +\newlabel{eq:idf}{{2}{1}{Matematická reprezentácia textu}{equation.2}{}} +\@writefile{toc}{\contentsline {section}{\numberline {3}Optimalizácia a redukcia šumu}{1}{section.3}\protected@file@percent } +\@writefile{toc}{\contentsline {section}{\numberline {4}Zhlukovanie}{1}{section.4}\protected@file@percent } +\@writefile{toc}{\contentsline {section}{\numberline {5}Stanovenie granularity tém}{2}{section.5}\protected@file@percent } +\@writefile{lof}{\contentsline {figure}{\numberline {1}{\ignorespaces Závislosť sumy štvorcov (WSS) od počtu zhlukov $k$. 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+%\usepackage{fontspec} +%\setmainfont{Times} % Sets the font to Times New Roman +%\usepackage[a4paper, margin=3.5cm, top=2.5cm, bottom=2.5cm, right=2cm, left=3.5cm]{geometry} % Sets the page margins and size +\usepackage{setspace} % Provides \setstretch command for line spacing +\setstretch{1.2} % Sets the line spacing to 1.5 + +%\usepackage[margin=3.5cm, top=2.5cm, bottom=2.5cm, right=2.5cm, left=3.5cm]{geometry} % Sets the page margins and size + +%SECTION FONT SIZE +%SECTION FONT SIZE +%SECTION FONT SIZE +\usepackage{titlesec} + + + +\usepackage[rightcaption]{sidecap} +%ked napises \frac, dostanes zlomocek, ked napises \ddfrac +%tak mas formatovanie pre zlozeny zlomok +\newcommand\ddfrac[2]{\frac{\displaystyle #1}{\displaystyle #2}} +\usepackage{multirow} +\usepackage[table,xcdraw]{xcolor} +% \usepackage[demo]{graphicx} +\usepackage{siunitx} +\usepackage{setspace} +\usepackage{wrapfig} +\usepackage{enumerate} +\usepackage{enumitem} +\usepackage{calc} +\usepackage{pdfpages} +\usepackage{graphicx} +\usepackage{subfig} +\usepackage{chngcntr} +\usepackage{textcomp} +\usepackage{gensymb} +\usepackage{float} +\usepackage{caption} +\newfloat{graph}{htbp}{grp} +\floatname{graph}{Graf} +\newfloat{pic}{htbp}{pic} +\floatname{pic}{Obrázok} +\newfloat{tabulka}{htbp}{tbl} +\floatname{tabulka}{Tabulka} +\usepackage{caption} + +\DeclareCaptionFormat{lstlisting}{Príloha \thelstlisting: #3} +\captionsetup[lstlisting]{format=lstlisting} + +% \counterwithin{graph}{section} +% \counterwithin{figure}{section} +% \counterwithin{table}{section} +% \counterwithin{equation}{section} + +%\RequirePackage[backend=bibtex, style=trad-abbrv, citestyle=numeric, sorting=none, natbib=true, doi=false, backref=true, defernumbers=true]{biblatex} +\usepackage[ + backend=biber, + natbib=true, + style=numeric, + sorting=none +]{biblatex} +\usepackage{csquotes} +\bibliography{zdroje.bib} +% Set the language-specific strings +\DeclareFieldFormat{labeldate}{\mknumalph{#1}} % Remove parentheses around the year + +\DefineBibliographyStrings{slovak}{% + andothers = {et al.}, + and = {a}, + in = {} +} + +\usepackage{listings} +\usepackage{csquotes} +\usepackage{steinmetz} +\usepackage{amssymb} +\usepackage{amsmath} +\usepackage{matlab-prettifier} +\usepackage{bm} +\usepackage[italicdiff]{physics} +\usepackage{array} +\usepackage{tabu} +\usepackage{comment} +\usepackage{setspace} + +\usepackage{fancyhdr} +\usepackage{lmodern} +\pagestyle{fancy} + +\rhead{USU} + +%OBRAZKY +\usepackage{caption} +\usepackage{tocloft} +\newcounter{imagecounter} +\usepackage[table]{xcolor} +\usepackage{tabularx} +\usepackage{booktabs} + + + + +\usepackage{geometry} +\usepackage{enumitem} + +% Custom checklist +\newlist{checklist}{itemize}{1} +\setlist[checklist]{ + label=$\square$, + leftmargin=*, + nosep +} + +% Code listing setup +\usepackage{listings} +\lstset{ + basicstyle=\ttfamily\small, + breaklines=true, + frame=single, + framerule=0pt, + framesep=3pt, + xleftmargin=10pt +} + + +\begin{document} + +%vlozi PDFko s nazvom 1.pdf + +\include{titulka} +\pagenumbering{gobble} +\pagestyle{empty} + +%\includepdf[pages=-]{Priečinský.pdf}\label{pdf:1} + +%\newpage + +\tableofcontents + +\listoffigures + +%\newpage + +%\listoftables + +%vlozi list 1.tex + +\newpage +\pagenumbering{arabic} +\pagestyle{fancy} +\setcounter{page}{1} + + +\include{1/4} + + + +\end{document} + + +VELKOSTI NADPISOV +section = 16pt CAPITAL +subsection = 14pt normal +subsubsection = 12pt normal +subsubsubsection = 11pt normal \ No newline at end of file diff --git a/docs/usu_sem2/titulka.tex b/docs/usu_sem2/titulka.tex new file mode 100644 index 0000000..8b30ae4 --- /dev/null +++ b/docs/usu_sem2/titulka.tex @@ -0,0 +1,32 @@ +\thispagestyle{empty} +\begin{center} + +{\LARGE\textbf{Žilinská univerzita v Žiline}} + +\medskip +{\large \textbf{Fakulta riadenia a informatiky}} + +\medskip +{\large \textbf{Úvod do strojového učenia}} + +\vfill +{\bfseries \LARGE{Semestrálna práca č. 2}} + +\vspace{0.25cm} +{\large \textbf{Document topic discovery}} + +\vfill +\vfill + + +\noindent +\textbf{Školský rok:} 2025/26 +\hspace*{\fill} +\textbf{Skupina:} 5ZIF11 +\hspace*{\fill} +\textbf{Meno:} Filip Priečinský + +\end{center} + +\newpage +\setcounter{page}{1} \ No newline at end of file diff --git a/docs/usu_sem2/usu_semestralka2.zip b/docs/usu_sem2/usu_semestralka2.zip new file mode 100644 index 0000000000000000000000000000000000000000..3870c59a779937e2f524c31cb4b97313249c4149 GIT binary patch literal 20245 zcma%>V{m3o5btB#wrx8bKCx|E8{5Vc+qP}nw(V@N$!_kx_kOuwF6PvnIyF^iW~!@e z{=eyNB>*@C1_;c*r%F~^59EJqF#o>ojjbJ++{`^wHD}|uCDHnxY4M!gv?tJQZzy6w z_;^fxSfvkeJ*hy^lp{=R8Ypmo)fffJA3Nf#?M{dHA; zucW*#%`6vyD=0%2Klhf<3|be8_9Y)mO2&kyy8{^~2v<5TD}H}+(QUhjYRq|wcJpsA ziXRJb8cjF2tGC8MVpN<1+pFzsa{kQxP;2`ENPP-A!#mmf^|8sl#2|4PnWLTmtZgbW zJXzf(Gj3nAh)dCb-z-34-NMPq>WDH0rCpU!oo>n8$8XrG$aGl)tQ)bndu8-aSlxjR zDZQHE0+Pjno-azNbdQVXDe7PneF?QO(WuPP>Aq>V(HKGFeIYfCQdHAo7n;YwyKe?I 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