\(
% Universal Mathematics
\newcommand{\paren}[1]{\left( #1 \right)}
\newcommand{\brackets}[1]{\left[ #1 \right]}
\newcommand{\braces}[1]{\left\{ #1 \right\}}
\newcommand{\norm}[1]{\left\lVert#1\right\rVert}
\newcommand{\case}[1]{\begin{cases} #1 \end{cases}}
\newcommand{\bigO}[1]{\mathcal{O}\left(#1\right)}
% Analysis
% Linear Algebra
\newcommand{\mat}[1]{\begin{pmatrix}#1\end{pmatrix}}
\newcommand{\bmat}[1]{\begin{bmatrix}#1\end{bmatrix}}
% Probability Theory
\DeclareMathOperator*{\V}{\mathop{\mathrm{Var}}}
\DeclareMathOperator*{\E}{\mathop{\mathbb{E}}}
\newcommand{\Exp}[2][]{\E_{#1}\brackets{#2}}
\newcommand{\Var}[2][]{\V_{#1}\brackets{#2}}
\newcommand{\Cov}[2][]{\mathop{\mathrm{Cov}}_{#1}\brackets{#2}}
% Optimization
\newcommand{\minimize}{\operatorname*{minimize}}
\newcommand{\maximize}{\operatorname*{maximize}}
\DeclareMathOperator*{\argmin}{arg\,min}
\DeclareMathOperator*{\argmax}{arg\,max}
% Set Theory
\newcommand{\C}{\mathbb{C}}
\newcommand{\N}{\mathbb{N}}
\newcommand{\Q}{\mathbb{Q}}
\newcommand{\R}{\mathbb{R}}
\newcommand{\Z}{\mathbb{Z}}
\)
Writing Distributed Applications with PyTorch
June 14, 2017
[web, pdf]
An Introduction to Distributed Deep Learning
December 15, 2016
[web, pdf]