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% theorem styles | ||
\theoremstyle{plain} | ||
\newtheorem{theorem}{Theorem}[section] | ||
\newtheorem{corollary}{Corollary}[theorem] | ||
\newtheorem{lemma}[theorem]{Lemma} | ||
\newtheorem{proposition}[theorem]{Proposition} | ||
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\theoremstyle{definition} | ||
\newtheorem{definition}[theorem]{Definition} | ||
\newtheorem{remark}[theorem]{Remark} | ||
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% brackets | ||
\newcommand{\round}[1]{\left( #1 \right)} | ||
\newcommand{\curly}[1]{\left\lbrace #1 \right\rbrace} | ||
\newcommand{\squarebrack}[1]{\left\lbrack #1 \right\rbrack} | ||
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% sums | ||
\newcommand{\sumi}[2]{\sum\limits_{i=#1}^{#2}} | ||
\newcommand{\sumj}[2]{\sum\limits_{j=#1}^{#2}} | ||
\newcommand{\sumk}[2]{\sum\limits_{k=#1}^{#2}} | ||
\newcommand{\sump}[2]{\sum\limits_{p=#1}^{#2}} | ||
\newcommand{\suml}[2]{\sum\limits_{l=#1}^{#2}} | ||
\newcommand{\sumn}[2]{\sum\limits_{n=#1}^{#2}} | ||
\newcommand{\summ}[2]{\sum\limits_{m=#1}^{#2}} | ||
\newcommand{\sumt}[2]{\sum\limits_{t=#1}^{#2}} | ||
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\newcommand{\Sum}{\sum_{i = 1}^{n}} | ||
\newcommand{\Sumi}[1]{\sum\limits_{i = 1}^{#1}} | ||
\newcommand{\Sumt}[1]{\sum\limits_{t = 1}^{#1}} | ||
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% norms | ||
\newcommand{\abs}[1]{\left\lvert #1 \right\rvert} | ||
\newcommand{\norm}[2]{\left\lVert#2\right\rVert_{#1}} | ||
\newcommand{\esqnorm}[1]{\left\lVert#1\right\rVert_2^2} | ||
\newcommand{\enorm}[1]{\left\lVert#1\right\rVert_2} | ||
\newcommand{\infnorm}[1]{\left\lVert#1\right\rVert_\infty} | ||
\newcommand{\opnorm}[1]{\left\lVert#1\right\rVert_\text{op}} | ||
\newcommand{\normF}[1]{\left\lVert#1\right\rVert_{\text{F}}} | ||
\newcommand{\inner}[1]{\left\langle#1\right\rangle} | ||
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% bold numbers | ||
\newcommand{\zero}{\mathbf{0}} | ||
\newcommand{\one}{\mathbf{1}} | ||
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% bold small english vectors | ||
\newcommand{\avec}{\mathbf{a}} | ||
\newcommand{\bvec}{\mathbf{b}} | ||
\newcommand{\cvec}{\mathbf{c}} | ||
\newcommand{\dvec}{\mathbf{d}} | ||
\newcommand{\e}{\mathbf{e}} | ||
\newcommand{\f}{\mathbf{f}} | ||
\newcommand{\g}{\mathbf{g}} | ||
\newcommand{\h}{\mathbf{h}} | ||
\newcommand{\ivec}{\mathbf{i}} | ||
\newcommand{\jvec}{\mathbf{j}} | ||
\newcommand{\kvec}{\mathbf{k}} | ||
\newcommand{\lvec}{\mathbf{l}} | ||
\newcommand{\m}{\mathbf{m}} | ||
\newcommand{\n}{\mathbf{n}} | ||
\newcommand{\ovec}{\mathbf{o}} | ||
\newcommand{\p}{\mathbf{p}} | ||
\newcommand{\q}{\mathbf{q}} | ||
\newcommand{\rvec}{\mathbf{r}} | ||
\newcommand{\s}{\mathbf{s}} | ||
\newcommand{\tvec}{\mathbf{t}} | ||
\newcommand{\uvec}{\mathbf{u}} | ||
\newcommand{\vvec}{\mathbf{v}} | ||
\newcommand{\w}{\mathbf{w}} | ||
\newcommand{\x}{\mathbf{x}} | ||
\newcommand{\y}{\mathbf{y}} | ||
\newcommand{\z}{\mathbf{z}} | ||
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% bold capital english matrices | ||
\newcommand{\A}{\mathbf{A}} | ||
\newcommand{\B}{\mathbf{B}} | ||
\newcommand{\C}{\mathbf{C}} | ||
\newcommand{\D}{\mathbf{D}} | ||
\newcommand{\Emat}{\mathbf{E}} | ||
\newcommand{\F}{\mathbf{F}} | ||
\newcommand{\G}{\mathbf{G}} | ||
\newcommand{\Hmat}{\mathbf{H}} | ||
\newcommand{\I}{\mathbf{I}} | ||
\newcommand{\J}{\mathbf{J}} | ||
\newcommand{\K}{\mathbf{K}} | ||
\newcommand{\Lmat}{\mathbf{L}} | ||
\newcommand{\M}{\mathbf{M}} | ||
\newcommand{\N}{\mathbf{N}} | ||
\newcommand{\Omat}{\mathbf{O}} | ||
\newcommand{\Pmat}{\mathbf{P}} | ||
\newcommand{\Q}{\mathbf{Q}} | ||
\newcommand{\Rmat}{\mathbf{R}} | ||
\newcommand{\Smat}{\mathbf{S}} | ||
\newcommand{\T}{\mathbf{T}} | ||
\newcommand{\U}{\mathbf{U}} | ||
\newcommand{\V}{\mathbf{V}} | ||
\newcommand{\W}{\mathbf{W}} | ||
\newcommand{\X}{\mathbf{X}} | ||
\newcommand{\Y}{\mathbf{Y}} | ||
\newcommand{\Z}{\mathbf{Z}} | ||
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% bold capital greek matrices | ||
\newcommand{\SIGMA}{\mathbf{\Sigma}} | ||
\newcommand{\LAMBDA}{\mathbf{\Lambda}} | ||
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% capital mathcal | ||
\newcommand{\Acal}{\mathcal{A}} | ||
\newcommand{\Bcal}{\mathcal{B}} | ||
\newcommand{\Ccal}{\mathcal{C}} | ||
\newcommand{\Dcal}{\mathcal{D}} | ||
\newcommand{\Ecal}{\mathcal{E}} | ||
\newcommand{\Fcal}{\mathcal{F}} | ||
\newcommand{\Gcal}{\mathcal{G}} | ||
\newcommand{\Hcal}{\mathcal{H}} | ||
\newcommand{\Ical}{\mathcal{I}} | ||
\newcommand{\Jcal}{\mathcal{J}} | ||
\newcommand{\Kcal}{\mathcal{K}} | ||
\newcommand{\Lcal}{\mathcal{L}} | ||
\newcommand{\Mcal}{\mathcal{M}} | ||
\newcommand{\Ncal}{\mathcal{N}} | ||
\newcommand{\Ocal}{\mathcal{O}} | ||
\newcommand{\Pcal}{\mathcal{P}} | ||
\newcommand{\Qcal}{\mathcal{Q}} | ||
\newcommand{\Rcal}{\mathcal{R}} | ||
\newcommand{\Scal}{\mathcal{S}} | ||
\newcommand{\Tcal}{\mathcal{T}} | ||
\newcommand{\Ucal}{\mathcal{U}} | ||
\newcommand{\Vcal}{\mathcal{V}} | ||
\newcommand{\Wcal}{\mathcal{W}} | ||
\newcommand{\Xcal}{\mathcal{X}} | ||
\newcommand{\Ycal}{\mathcal{Y}} | ||
\newcommand{\Zcal}{\mathcal{Z}} | ||
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% small greek bold vectors | ||
\newcommand{\alphavec}{\boldsymbol{\alpha}} | ||
\newcommand{\betavec}{\boldsymbol{\beta}} | ||
\newcommand{\gammavec}{\boldsymbol{\gamma}} | ||
\newcommand{\deltavec}{\boldsymbol{\delta}} | ||
\newcommand{\epsvec}{\boldsymbol{\epsilon}} | ||
\newcommand{\etavec}{\boldsymbol{\eta}} | ||
\newcommand{\nuvec}{\boldsymbol{\nu}} | ||
\newcommand{\tauvec}{\boldsymbol{\tau}} | ||
\newcommand{\rhovec}{\boldsymbol{\rho}} | ||
\newcommand{\lmbda}{\boldsymbol{\lambda}} | ||
\newcommand{\muvec}{\boldsymbol{\mu}} | ||
\newcommand{\thetavec}{\boldsymbol{\theta}} | ||
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% complexity notations | ||
\newcommand{\BigO}[1]{\mathcal{O}\round{#1}} | ||
\newcommand{\BigOmega}[1]{\Omega\round{#1}} | ||
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% Set notations | ||
\newcommand{\R}{\mathbb{R}} | ||
\newcommand{\Rd}[1]{\mathbb{R}^{#1}} | ||
\newcommand{\Natural}{\mathbb{N}} | ||
\newcommand{\Integer}{\mathbb{Z}} | ||
\newcommand{\Rational}{\mathbb{Q}} | ||
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% Probability | ||
\newcommand{\E}[1]{\mathbb{E}\squarebrack{#1}} | ||
\newcommand{\Exp}[2]{\mathbb{E}_{#1}\squarebrack{#2}} | ||
\newcommand{\Prob}[1]{P\curly{#1}} | ||
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% math shortcuts | ||
\newcommand{\inv}[1]{\frac{1}{#1}} | ||
\newcommand{\indicator}[2]{\mathbbm{1}_{#1}\round{#2}} | ||
\newcommand{\Tr}[1]{\text{Tr}\squarebrack{#1}} | ||
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% others | ||
\newcommand{\BOX}[1]{\fbox{\parbox{\linewidth}{\centering#1}}} | ||
\newcommand{\textequal}[1]{\stackrel{#1}{=}} | ||
\newcommand{\textleq}[1]{\stackrel{#1}{\leq}} | ||
\newcommand{\textgeq}[1]{\stackrel{#1}{\geq}} |
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