linear regression
This commit is contained in:
commit
ab48065a61
4 changed files with 261 additions and 0 deletions
51
main.tex
Normal file
51
main.tex
Normal file
|
|
@ -0,0 +1,51 @@
|
|||
\documentclass{article}
|
||||
|
||||
\usepackage{listings}
|
||||
\usepackage{xcolor}
|
||||
\usepackage{hyperref}
|
||||
\usepackage{graphicx}
|
||||
\usepackage[margin=0.5in]{geometry}
|
||||
\usepackage{pgfplots}
|
||||
\usepackage{amsmath}
|
||||
|
||||
\definecolor{codegreen}{rgb}{0,0.6,0}
|
||||
\definecolor{codegray}{rgb}{0.5,0.5,0.5}
|
||||
\definecolor{codepurple}{rgb}{0.58,0,0.82}
|
||||
\definecolor{backcolour}{rgb}{0.95,0.95,0.92}
|
||||
|
||||
\lstdefinestyle{python}{
|
||||
backgroundcolor=\color{backcolour},
|
||||
commentstyle=\color{codegreen},
|
||||
keywordstyle=\color{magenta},
|
||||
numberstyle=\tiny\color{codegray},
|
||||
stringstyle=\color{codepurple},
|
||||
basicstyle=\ttfamily\footnotesize,
|
||||
breakatwhitespace=false,
|
||||
breaklines=true,
|
||||
captionpos=b,
|
||||
keepspaces=true,
|
||||
numbers=left,
|
||||
numbersep=5pt,
|
||||
showspaces=false,
|
||||
showstringspaces=false,
|
||||
showtabs=false,
|
||||
tabsize=2
|
||||
}
|
||||
|
||||
\lstset{style=python}
|
||||
|
||||
\title{Machine Learning notes}
|
||||
\author{Lorenzo Torres}
|
||||
\date{2025}
|
||||
|
||||
\begin{document}
|
||||
\maketitle
|
||||
\tableofcontents
|
||||
\section{Linear regression}
|
||||
\input{linear_regression}
|
||||
\section{Logistic regression}
|
||||
\section{Classification}
|
||||
\section{Neural Networks}
|
||||
\section{Vector sets}
|
||||
\section{Large language models}
|
||||
\end{document}
|
||||
Loading…
Add table
Add a link
Reference in a new issue