macros.tex

% About:  Macros for Vector, Matrix, Tensor, Math Operator and Misc
% Author: Jingxuan Yang

% vectors
\newcommand{\va}{\bm{a}}       \newcommand{\vah}{\hat{\bm{a}}}        \newcommand{\ah}{\hat{a}}    \newcommand{\vat}{\tilde{\bm{a}}}       \newcommand{\at}{\tilde{a}}
\newcommand{\vb}{\bm{b}}       \newcommand{\vbh}{\hat{\bm{b}}}        \newcommand{\bh}{\hat{b}}    \newcommand{\vbt}{\tilde{\bm{b}}}       \newcommand{\bt}{\tilde{b}}
\newcommand{\vc}{\bm{c}}       \newcommand{\vch}{\hat{\bm{c}}}        \newcommand{\ch}{\hat{c}}    \newcommand{\vct}{\tilde{\bm{c}}}       \newcommand{\ct}{\tilde{c}}
\newcommand{\vd}{\bm{d}}       \newcommand{\vdh}{\hat{\bm{d}}}        \newcommand{\dhat}{\hat{d}}  \newcommand{\vdt}{\tilde{\bm{d}}}       \newcommand{\dt}{\tilde{d}}
\newcommand{\ve}{\bm{e}}       \newcommand{\veh}{\hat{\bm{e}}}        \newcommand{\eh}{\hat{e}}    \newcommand{\vet}{\tilde{\bm{e}}}       \newcommand{\et}{\tilde{e}}
\newcommand{\vf}{\bm{f}}       \newcommand{\vfh}{\hat{\bm{f}}}        \newcommand{\fh}{\hat{f}}    \newcommand{\vft}{\tilde{\bm{f}}}       \newcommand{\ft}{\tilde{f}}
\newcommand{\vg}{\bm{g}}       \newcommand{\vgh}{\hat{\bm{g}}}        \newcommand{\gh}{\hat{g}}    \newcommand{\vgt}{\tilde{\bm{g}}}       \newcommand{\gt}{\tilde{g}}
\newcommand{\vh}{\bm{h}}     \newcommand{\vhh}{\hat{\bm{h}}}        \newcommand{\hh}{\hat{h}}    \newcommand{\vht}{\tilde{\bm{h}}}       \newcommand{\htild}{\tilde{h}}
\newcommand{\vi}{\bm{i}}       \newcommand{\vih}{\hat{\bm{i}}}        \newcommand{\ih}{\hat{i}}    \newcommand{\vit}{\tilde{\bm{i}}}       \newcommand{\itild}{\tilde{i}}
\newcommand{\vj}{\bm{j}}       \newcommand{\vjh}{\hat{\bm{j}}}        \newcommand{\jh}{\hat{j}}    \newcommand{\vjt}{\tilde{\bm{j}}}       \newcommand{\jt}{\tilde{j}}
\newcommand{\vk}{\bm{k}}       \newcommand{\vkh}{\hat{\bm{k}}}        \newcommand{\kh}{\hat{k}}    \newcommand{\vkt}{\tilde{\bm{k}}}       \newcommand{\kt}{\tilde{k}}
\newcommand{\vl}{\bm{l}}       \newcommand{\vlh}{\hat{\bm{l}}}        \newcommand{\lh}{\hat{l}}    \newcommand{\vlt}{\tilde{\bm{l}}}       \newcommand{\lt}{\tilde{l}}
\newcommand{\vm}{\bm{m}}       \newcommand{\vmh}{\hat{\bm{m}}}        \newcommand{\mh}{\hat{m}}    \newcommand{\vmt}{\tilde{\bm{m}}}       \newcommand{\mt}{\tilde{m}}
\newcommand{\vn}{\bm{n}}       \newcommand{\vnh}{\hat{\bm{n}}}        \newcommand{\nh}{\hat{n}}    \newcommand{\vnt}{\tilde{\bm{n}}}       \newcommand{\nt}{\tilde{n}}
\newcommand{\vo}{\bm{o}}       \newcommand{\voh}{\hat{\bm{o}}}        \newcommand{\oh}{\hat{o}}    \newcommand{\vot}{\tilde{\bm{o}}}       \newcommand{\ot}{\tilde{o}}
\newcommand{\vp}{\bm{p}}       \newcommand{\vph}{\hat{\bm{p}}}        \newcommand{\ph}{\hat{p}}    \newcommand{\vpt}{\tilde{\bm{p}}}       \newcommand{\pt}{\tilde{p}}
\newcommand{\vq}{\bm{q}}       \newcommand{\vqh}{\hat{\bm{q}}}        \newcommand{\qh}{\hat{q}}    \newcommand{\vqt}{\tilde{\bm{q}}}       \newcommand{\qt}{\tilde{q}}
\newcommand{\vr}{\bm{r}}       \newcommand{\vrh}{\hat{\bm{r}}}        \newcommand{\rh}{\hat{r}}    \newcommand{\vrt}{\tilde{\bm{r}}}       \newcommand{\rt}{\tilde{r}}
\newcommand{\vs}{\bm{s}}       \newcommand{\vsh}{\hat{\bm{s}}}        \newcommand{\sh}{\hat{s}}    \newcommand{\vst}{\tilde{\bm{s}}}       \newcommand{\st}{\tilde{s}}
\newcommand{\vt}{\bm{t}}       \newcommand{\vth}{\hat{\bm{t}}}        \newcommand{\that}{\hat{t}}  \newcommand{\vtt}{\tilde{\bm{t}}}       \newcommand{\ttil}{\tilde{t}}
\newcommand{\vu}{\bm{u}}       \newcommand{\vuh}{\hat{\bm{u}}}        \newcommand{\uh}{\hat{u}}    \newcommand{\vut}{\tilde{\bm{u}}}       \newcommand{\ut}{\tilde{u}}
\newcommand{\vv}{\bm{v}}       \newcommand{\vvh}{\hat{\bm{v}}}        \newcommand{\vhat}{\hat{v}}    \newcommand{\vvt}{\tilde{\bm{v}}}       \newcommand{\vtild}{\tilde{v}}
\newcommand{\vw}{\bm{w}}       \newcommand{\vwh}{\hat{\bm{w}}}        \newcommand{\wh}{\hat{w}}    \newcommand{\vwt}{\tilde{\bm{w}}}       \newcommand{\wt}{\tilde{w}}
\newcommand{\vx}{\bm{x}}       \newcommand{\vxh}{\hat{\bm{x}}}        \newcommand{\xh}{\hat{x}}    \newcommand{\vxt}{\tilde{\bm{x}}}       \newcommand{\xt}{\tilde{x}}
\newcommand{\vy}{\bm{y}}       \newcommand{\vyh}{\hat{\bm{y}}}        \newcommand{\yh}{\hat{y}}    \newcommand{\vyt}{\tilde{\bm{y}}}       \newcommand{\yt}{\tilde{y}}
\newcommand{\vz}{\bm{z}}       \newcommand{\vzh}{\hat{\bm{z}}}        \newcommand{\zh}{\hat{z}}    \newcommand{\vzt}{\tilde{\bm{z}}}       \newcommand{\zt}{\tilde{z}}

\newcommand{\valpha}{\bm{\alpha}}
\newcommand{\vbeta}{\bm{\beta}}
\newcommand{\vgamma}{\bm{\gamma}}
\newcommand{\vtheta}{\bm{\theta}}
\newcommand{\vlambda}{\bm{\lambda}}
\newcommand{\vmu}{\bm{\mu}}
\newcommand{\vomega}{\bm{\omega}}

\newcommand{\mSigma}{\bm{\Sigma}}

\newcommand{\Fc}{\mathcal{F}}
\newcommand{\Xc}{\mathcal{X}}
\newcommand{\Yc}{\mathcal{Y}}
\newcommand{\Zc}{\mathcal{Z}}
\newcommand{\Gc}{\mathcal{G}}
\newcommand{\Hc}{\mathcal{H}}
\newcommand{\Dc}{\mathcal{D}}
\newcommand{\Cc}{\mathcal{C}}
\newcommand{\Rc}{\mathcal{R}}
\newcommand{\Lc}{\mathcal{L}}
\newcommand{\Nc}{\mathcal{N}}
\newcommand{\Tc}{\mathcal{T}}

% matrices
\newcommand{\ma}{\bm{A}}
\newcommand{\mb}{\bm{B}}
\newcommand{\md}{\bm{D}}
\newcommand{\mH}{\bm{H}}
\newcommand{\mE}{\bm{E}}
\newcommand{\mi}{\bm{I}}
\newcommand{\mk}{\bm{K}}
\newcommand{\ml}{\bm{L}}
\newcommand{\mn}{\bm{N}}
\newcommand{\mP}{\bm{P}}
\newcommand{\mq}{\bm{Q}}
\newcommand{\mr}{\bm{R}}
\newcommand{\mU}{\bm{U}}
\newcommand{\mv}{\bm{V}}
\newcommand{\mw}{\bm{W}}
\newcommand{\mx}{\bm{X}}
\newcommand{\my}{\bm{Y}}
\newcommand{\mz}{\bm{Z}}

% tensors
\newcommand{\tp}{\mathsf{P}}
\newcommand{\tu}{\mathsf{U}}
\newcommand{\tx}{\mathsf{X}}
\newcommand{\ty}{\mathsf{Y}}
\newcommand{\tz}{\mathsf{Z}}
\newcommand{\tw}{\mathsf{W}}
\newcommand{\tf}{\mathsf{F}}
\newcommand{\ta}{\mathsf{A}}
\renewcommand{\th}{\mathsf{H}}

% norms
\newcommand{\mynorm}[2]{\| {#1} \|_{#2}}
\newcommand{\norm}[2]{\mynorm{#1}{#2}}
\newcommand{\bignorm}[2]{\left\| {#1} \right\|_{#2}}
\newcommand{\norml}[1]{\mynorm{#1}{1}}
\newcommand{\bignorml}[1]{\bignorm{#1}{1}}
\newcommand{\infnorm}[1]{\mynorm{#1}{\infty}}
\newcommand{\biginfnorm}[1]{\bignorm{#1}{\infty}}
\newcommand{\oneinf}{\ell_{1,\infty}}
\newcommand{\onetwo}{\ell_{1,2}}
\newcommand{\oneinfnorm}[1]{\mynorm{#1}{1,\infty}}
\newcommand{\bigoneinf}[1]{\bignorm{#1}{1,\infty}}
\newcommand{\onetwonorm}[1]{\mynorm{#1}{1,2}}
\newcommand{\bigonetwo}[1]{\bignorm{#1}{1,2}}
\newcommand{\enorm}[1]{\mynorm{#1}{2}}
\newcommand{\bigenorm}[1]{\bignorm{#1}{2}}
\newcommand{\znorm}[1]{\mynorm{#1}{0}}
\newcommand{\bigznorm}[1]{\bignorm{#1}{0}}
\newcommand{\frob}[1]{\|{#1}\|_{\text{F}}}
\newcommand{\bigfrob}[1]{\bignorm{#1}{\text{F}}}
\newcommand{\grpnorm}[2]{\norm{#1}{\text{Gr}(#2)}}

% math operators
\DeclareMathOperator*{\argmin}{argmin}
\DeclareMathOperator*{\argmax}{argmax}
\DeclareMathOperator{\divg}{div}
\DeclareMathOperator{\dom}{dom}
\DeclareMathOperator{\interior}{int}
\DeclareMathOperator{\ri}{ri}
\DeclareMathOperator{\sgn}{sgn}
\DeclareMathOperator{\trace}{Tr}
\DeclareMathOperator{\diag}{diag}
\DeclareMathOperator{\rank}{rank}
\DeclareMathOperator{\range}{range}
\DeclareMathOperator{\vect}{vec}
\DeclareMathOperator{\prox}{prox}
\DeclareMathOperator{\intr}{int}
\DeclareMathOperator{\relint}{ri}
\DeclareMathOperator{\hard}{hard}
\DeclareMathOperator{\id}{id}
% \DeclareMathOperator{\tf}{tf}
% \DeclareMathOperator{\idf}{idf}

% misc
\newcommand{\gs}{\geqslant}
\newcommand{\ls}{\leqslant}
\newcommand{\set}[1]{\left\{ {#1}\right\}}

\newcommand{\defeq}{\ \stackrel{\text{def}}{=}\ }
\newcommand{\ip}[2]{\left\langle#1, #2\right\rangle}
\newcommand{\reals}{\mathbb{R}}
\newcommand{\complex}{\mathbb{C}}
\newcommand{\half}{\frac{1}{2}}