常见符号

$ \theta^∗= \underset{ \theta }{\operatorname{arg\ min}} L(\theta) $

表 1: 数学模式重音符

示例 代码 示例 代码 示例 代码 示例 代码
$\hat {a}$ \hat{a} $\check{a}$ \check{a} $\tilde{a}$ \tilde{a} $\acute{a}$ \acute{a}
$\grave{a}$ \grave{a} $\dot {a}$ \dot{a} $\bar{a}$ \bar{a} $\ddot a$ \ddot{a}
$\vec {a}$ \vec{a} $\widehat{A}$ \widehat{A} $\widetilde{A}$ \widetilde{A} $\breve a$ \breve{a}
$\hat{A}$ \hat{A} $\tilde{A}$ \tilde{A}

表 2: 小写希腊字母

示例 代码 示例 代码 示例 代码 示例 代码
$\alpha$ \alpha $\theta$ \theta $\upsilon$ \upsilon $o $ o
$\beta$ \beta $\vartheta$ \vartheta $\pi$ \pi $\phi$ \phi
$\gamma$ \gamma $\iota$ \iota $\varpi$ \varpi $\varphi$ \varphi
$\delta$ \delta $\kappa$ \kappa $\rho$ \rho $\chi$ \chi
$\epsilon$ \epsilon $\lambda$ \lambda $\varrho$ \varrho $\psi$ \psi
$\varepsilon$ \varepsilon $\mu$ \mu $\sigma$ \sigma $\omega$ \omega
$\zeta$ \zeta $\nu$ \nu $\varsigma$ \varsigma $\nabla$ \nabla
$\eta$ \eta $\xi$ \xi $\tau$ \tau $\Psi$ \Psi

表 3: 大写希腊字母

示例 代码 示例 代码 示例 代码 示例 代码
$\Gamma$ \Gamma $\Lambda$ \Lambda $\Sigma$ \Sigma $\Psi$ \Psi
$\Delta$ \Delta $\Xi$ \Xi $\Upsilon$ \Upsilon $\Omega$ \Omega
$\Theta$ \Theta $\Pi$ \Pi $\Phi$ \Phi

表 4: 数学字母

示例 代码
$\mathbf {ABCdefxyzXYZ123}$ \mathbf {ABCdefxyzXYZ123}
$\mathrm {ABCdefxyzXYZ123}$ \mathrm {ABCdefxyzXYZ123}
$\mathit {ABCdefxyzXYZ123}$ \mathit {ABCdefxyzXYZ123}
$\mathcal {ABCdefxyzXYZ123}$ \mathcal {ABCdefxyzXYZ123}
$\mathscr {ABCdefxyzXYZ123}$ \mathscr {ABCdefxyzXYZ123}
$\mathfrak {ABCdefxyzXYZ123}$ \mathfrak {ABCdefxyzXYZ123}
$\mathbb {ABCdefxyzXYZ123}$ \mathbb {ABCdefxyzXYZ123}
$\boldsymbol{ABCdefxyzXYZ123}$ \boldsymbol{ABCdefxyzXYZ123}

表 5: 运算符与函数

示例 代码 示例 代码 示例 代码
$\sum$ \sum $\prod$ \prod $x\cdot{y}$ x\cdot{y}
$\bigcup$ \bigcup $\bigoplus$ \bigoplus $x\times {y}$ x\times {y}
$\bigvee$ \bigvee $\bigcap$ \bigcap $\left|w\right|$ **\left\
$\bigwedge$ \bigwedge $\biguplus$ \biguplus $\iiint$ \iiint
$\bigotimes$ \bigotimes $\oint$ \oint $\iint$ \iint
$\int x,{\rm d}x$ \int x,{\rm d}x $\bigsqcup$ \bigsqcup $\lgroup \rgroup$ \lgroup \rgroup
$\coprod$ \coprod $\bigodot$ \bigodot $\partial$ \partial
$\det$ \det $\max$ \max $\min$ \min
$\log$ \log

表 6: 常用箭头

示例 代码 示例 代码 示例 代码
$\leftarrow$ \leftarrow $\rightarrow$ \rightarrow $\leftrightarrow$ \leftrightarrow
$\longleftarrow$ \longleftarrow $\longrightarrow$ \longrightarrow $\longleftrightarrow$ \longleftrightarrow
$\Leftarrow$ \Leftarrow $\Rightarrow$ \Rightarrow $\Leftrightarrow$ \Leftrightarrow
$\Longleftarrow$ \Longleftarrow $\Longrightarrow$ \Longrightarrow $\Longleftrightarrow$ \Longleftrightarrow
$\uparrow$ \uparrow $\downarrow$ \downarrow $\updownarrow$ \updownarrow

表 7: 其他常用符号

示例 代码 示例 代码 示例 代码
$\therefore$ \therefore $\because$ \because $\min \limits_{f \in {H}}$ \min \limits_{f \in {H}}
$\leqslant$ \leqslant $\geqslant$ \geqslant $\cal {C} \equiv 1$ \equiv
$\thickapprox$ \approx $\thicksim \sim$ \thicksim \sim $\left(\frac{A}{B}\right)$ \left(\frac{A}{B}\right)
$\neq$ \neq $\in$ \in $\hat{=}$ \hat{=}
$\pm$ \pm $\sqrt{a}$ \sqrt{a} $\geq \leq$ \geq \leq
$\perp$ \perp $\angle$ \angle $\varpropto$ \varpropto
$\infty$ \infty $g^\prime$ g^\prime $\forall$ \forall
$\exist$ \exist $\bot$ \bot $\top$ \top
$\notin$ \notin $\ldots$ \ldots $\cdots$ \cdots
$\ddots$ \ddots $\bcancel{a = b + c}$ \bcancel{a = b + c}

注意\bot 和\perp 的区别,垂直是\perp

表 8: 分段函数与公式对齐

分段函数

示例

$$
f(x,y) = \begin{cases}
1 & x与y满足某一事实\
0 & 否则
\end{cases}
$$

$$
\begin{aligned}
L(w)&=\sum\limits^{N}{i=1}[y_i\log\pi(x_i)+(1-y_i)\log(1-\pi(x_i))]\&=\sum\limits^{N}{i=1}[y_i\log{\frac{\pi(x_i)}{1-\pi(x_i)}}+\log(1-\pi(x_i))]\&=\sum\limits^{N}_{i=1}[y_i(w\cdot x_i)-\log(1+\exp(w\cdot{x_i})]
\end{aligned}
$$

另外注意到前面的分段函数自动变好了,但是上面多行对齐的公式没有自动编号,如果需要自动编号,外面嵌入 equation

$$
\begin{equation}
\begin{aligned}
L(w)&=\sum\limits^{N}{i=1}[y_i\log\pi(x_i)+(1-y_i)\log(1-\pi(x_i))]\
&=\sum\limits^{N}
{i=1}[y_i\log{\frac{\pi(x_i)}{1-\pi(x_i)}}+\log(1-\pi(x_i))]\
&=\sum\limits^{N}_{i=1}[y_i(w\cdot x_i)-\log(1+\exp(w\cdot{x_i})]
\end{aligned}
\end{equation}
$$

代码如下

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\begin{equation}
\begin{aligned}
L(w)&=\sum\limits^{N}_{i=1}[y_i\log\pi(x_i)+(1-y_i)\log(1-\pi(x_i))]\\&=\sum\limits^{N}_{i=1}[y_i\log{\frac{\pi(x_i)}{1-\pi(x_i)}}+\log(1-\pi(x_i))]\\&=\sum\limits^{N}_{i=1}[y_i(w\cdot x_i)-\log(1+\exp(w\cdot{x_i})]
\end{aligned}
\end{equation}

公式编号

关于编号也可以通过行间公式做如下表达

$$
\begin{align}
L(w)&=\sum\limits^{N}{i=1}[y_i\log\pi(x_i)+(1-y_i)\log(1-\pi(x_i))]\
&=\sum\limits^{N}
{i=1}[y_i\log{\frac{\pi(x_i)}{1-\pi(x_i)}}+\log(1-\pi(x_i))]\nonumber\
&=\sum\limits^{N}_{i=1}[y_i(w\cdot x_i)-\log(1+\exp(w\cdot{x_i})]
\end{align}
$$

代码如下

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\begin{align}
L(w)&=\sum\limits^{N}_{i=1}[y_i\log\pi(x_i)+(1-y_i)\log(1-\pi(x_i))]\\
&=\sum\limits^{N}_{i=1}[y_i\log{\frac{\pi(x_i)}{1-\pi(x_i)}}+\log(1-\pi(x_i))]\nonumber\\
&=\sum\limits^{N}_{i=1}[y_i(w\cdot x_i)-\log(1+\exp(w\cdot{x_i})]
\end{align}

以上代码有两点需要注意体会:

  1. align
  2. \nonumber 的使用

表 9: 矩阵

普通矩阵
$$
\begin{aligned}
M_1(x)=
\begin{bmatrix}
&a_{01}&a_{02}\
&0&0
\end{bmatrix}
&,M_2(x)=
\begin{bmatrix}
&b_{11}&b_{12}\
&b_{21}&b_{22}
\end{bmatrix}
\
M_3(x)=
\begin{bmatrix}
&c_{11}&c_{12}\
&c_{21}&c_{22}
\end{bmatrix}
&,M_4(x)=
\begin{bmatrix}
&1&0\
&1&0
\end{bmatrix}
\end{aligned}
$$

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\begin{aligned}
M_1(x)=
\begin{bmatrix}
&a_{01}&a_{02}\\
&0&0
\end{bmatrix}
&,M_2(x)=
\begin{bmatrix}
&b_{11}&b_{12}\\
&b_{21}&b_{22}
\end{bmatrix}
\\
M_3(x)=
\begin{bmatrix}
&c_{11}&c_{12}\\
&c_{21}&c_{22}
\end{bmatrix}
&,M_4(x)=
\begin{bmatrix}
&1&0\\
&1&0
\end{bmatrix}
\end{aligned}

带省略符号的 Matrix
$$
X^\mathrm T=
\left[
\begin{matrix}
x_{11} & \cdots & x_{1N} \
\vdots & \ddots & \vdots \
x_{M1} & \cdots & x_{MN} \
\end{matrix}
\right]
$$

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10
% 这里稍微注意下转置符号, 《统计学习方法》中的转置用的是正体的T
% 可以参考 https://zhuanlan.zhihu.com/p/27490955 中关于转置写法的讨论。
X^\mathrm T=
\left[
\begin{matrix}
x_{11} & \cdots & x_{1N} \\
\vdots & \ddots & \vdots \\
x_{M1} & \cdots & x_{MN} \\
\end{matrix}
\right]

向量
$$
\left[
\begin{array}
\2
\3
\end{array}
\right]
$$

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\left[
\begin{array}
\\2
\\3
\end{array}
\right]

$$
\overbrace{abcde}\underbrace{fghij}_{comment}\overline{klmn}\underline{opqr}\overleftarrow{stuv}\overrightarrow{wxyz}
$$

1
\overbrace{abcde}\underbrace{fghij}_{comment}\overline{klmn}\underline{opqr}\overleftarrow{stuv}\overrightarrow{wxyz}

表 XI: Emoji

:smirk: smirk :smile:smile :laughing:laughing :blush:blush :smiley:smiley :heart_eyes:heart_eyes
😘kissing_heart :wink:wink :kissing:kissing :confused:confused :sweat:sweat :joy:joy
:sob:sob :cry:cry :angry:angry :yum:yum :mask:mask :sunglasses:sunglasses
:heartpulse:heartpulse :alien:alien :cupid:cupid :+1:+1 :cn:cn :shit:shit

Reference

  1. Markdown 数学符号速查
  2. Cmd Markdown 公式指导手册
  3. Equals_Sign
  4. Emoji
  5. Short Math Guide for LaTeX
  6. List of Mathematical Symbols
  7. 数学公式
  8. Matplotlib Math Text