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mtbookv2
Commits
6056267e
Commit
6056267e
authored
Dec 21, 2020
by
曹润柘
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合并分支 'caorunzhe' 到 'master'
Caorunzhe 查看合并请求
!649
parents
28b1ae5c
d5337cc9
隐藏空白字符变更
内嵌
并排
正在显示
8 个修改的文件
包含
31 行增加
和
29 行删除
+31
-29
Chapter10/Figures/figure-presentation-space.tex
+2
-2
Chapter10/chapter10.tex
+10
-10
Chapter11/Figures/figure-deep-vs-light.tex
+3
-2
Chapter11/Figures/figure-standard.tex
+4
-3
Chapter11/chapter11.tex
+6
-6
Chapter12/Figures/figure-different-regularization-methods.tex
+2
-2
Chapter5/Figures/figure-a-more-detailed-explanation-of-formula-3.40.tex
+1
-1
Chapter5/Figures/figure-different-alignment-comparison.tex
+3
-3
没有找到文件。
Chapter10/Figures/figure-presentation-space.tex
查看文件 @
6056267e
...
...
@@ -15,7 +15,7 @@
\draw
[->] ([xshift=1pt]unit2.east) .. controls +(east:0.5) and +(south:0.2) .. ([xshift=0.2em,yshift=-1pt]unitbox.south);
\node
[anchor=south] (spacelabel1) at (space1.north)
{
\scriptsize
{
离散表示空间
}}
;
\node
[anchor=north] (captain1) at ([yshift=-0.5em]space1.south)
{
\s
criptsize
{
(a)
\textbf
{
统计机器翻译
}}}
;
\node
[anchor=north] (captain1) at ([yshift=-0.5em]space1.south)
{
\s
mall
{
(a)
\textbf
{
统计机器翻译
}}}
;
\end{scope}
...
...
@@ -32,7 +32,7 @@
\node
[anchor=south] (spacelabel1) at (space1.north)
{
\scriptsize
{
离散表示空间
}}
;
\node
[anchor=south] (spacelabel2) at (space2.north)
{
\scriptsize
{
连续表示空间
}}
;
\node
[anchor=north] (captain1) at ([yshift=-0.5em,xshift=1em]space1.south east)
{
\s
criptsize
{
(b)
\textbf
{
神经机器翻译
}}}
;
\node
[anchor=north] (captain1) at ([yshift=-0.5em,xshift=1em]space1.south east)
{
\s
mall
{
(b)
\textbf
{
神经机器翻译
}}}
;
\end{scope}
...
...
Chapter10/chapter10.tex
查看文件 @
6056267e
...
...
@@ -514,10 +514,10 @@ $\funp{P}({y_j | \mathbi{s}_{j-1} ,y_{j-1},\mathbi{C}})$由Softmax实现,Softm
%----------------------------------------------
\begin{figure}
[htp]
\centering
\subfigure
[
遗忘门
]
{
\input
{
./Chapter10/Figures/figure-lstm01
}}
\subfigure
[
输入门
]
{
\input
{
./Chapter10/Figures/figure-lstm02
}}
\subfigure
[
记忆更新
]
{
\input
{
./Chapter10/Figures/figure-lstm03
}}
\subfigure
[
输出门
]
{
\input
{
./Chapter10/Figures/figure-lstm04
}}
\subfigure
[
{\small 遗忘门}
]
{
\input
{
./Chapter10/Figures/figure-lstm01
}}
\subfigure
[
{\small 输入门}
]
{
\input
{
./Chapter10/Figures/figure-lstm02
}}
\subfigure
[
{\small 记忆更新}
]
{
\input
{
./Chapter10/Figures/figure-lstm03
}}
\subfigure
[
{\small 输出门}
]
{
\input
{
./Chapter10/Figures/figure-lstm04
}}
\caption
{
LSTM中的门控结构
}
\label
{
fig:10-11
}
\end{figure}
...
...
@@ -578,9 +578,9 @@ $\funp{P}({y_j | \mathbi{s}_{j-1} ,y_{j-1},\mathbi{C}})$由Softmax实现,Softm
%----------------------------------------------
\begin{figure}
[htp]
\centering
\subfigure
[
重置门
]
{
\input
{
./Chapter10/Figures/figure-gru01
}}
\subfigure
[
更新门
]
{
\input
{
./Chapter10/Figures/figure-gru02
}}
\subfigure
[
隐藏状态更新
]
{
\input
{
./Chapter10/Figures/figure-gru03
}}
\subfigure
[
{\small 重置门}
]
{
\input
{
./Chapter10/Figures/figure-gru01
}}
\subfigure
[
{\small 更新门}
]
{
\input
{
./Chapter10/Figures/figure-gru02
}}
\subfigure
[
{\small 隐藏状态更新}
]
{
\input
{
./Chapter10/Figures/figure-gru03
}}
\caption
{
GRU中的门控结构
}
\label
{
fig:10-13
}
\end{figure}
...
...
@@ -1110,9 +1110,9 @@ L(\mathbi{Y},\widehat{\mathbi{Y}}) &=& \sum_{j=1}^n L_{\textrm{ce}}(\mathbi{y}_j
\begin{figure}
[htp]
\centering
\begin{tabular}
{
l l
}
\subfigure
[
]
{
\input
{
./Chapter10/Figures/figure-process01
}}
&
\subfigure
[
]
{
\input
{
./Chapter10/Figures/figure-process02
}}
\\
\subfigure
[
]
{
\input
{
./Chapter10/Figures/figure-process03
}}
&
\subfigure
[
]
{
\input
{
./Chapter10/Figures/figure-process04
}}
\\
\subfigure
[
]
{
\input
{
./Chapter10/Figures/figure-process05
}}
&
\subfigure
[
]
{
\input
{
./Chapter10/Figures/figure-process06
}}
\subfigure
[
{\small }]
{
\input
{
./Chapter10/Figures/figure-process01
}}
&
\subfigure
[{\small }
]
{
\input
{
./Chapter10/Figures/figure-process02
}}
\\
\subfigure
[
{\small }]
{
\input
{
./Chapter10/Figures/figure-process03
}}
&
\subfigure
[{\small }
]
{
\input
{
./Chapter10/Figures/figure-process04
}}
\\
\subfigure
[
{\small }]
{
\input
{
./Chapter10/Figures/figure-process05
}}
&
\subfigure
[{\small }
]
{
\input
{
./Chapter10/Figures/figure-process06
}}
\end{tabular}
\caption
{
一个三层循环神经网络的模型并行过程
}
\label
{
fig:10-28
}
...
...
Chapter11/Figures/figure-deep-vs-light.tex
查看文件 @
6056267e
...
...
@@ -27,7 +27,7 @@
\node
[vuale]
at (6.5em, 9.9em)
{$
\mathbi
{
z
}_
1
$}
;
\node
(t2) at (2.5em, -1em)
{
\large
{$
\cdots
$}}
;
\node
[anchor=north,font=
\tiny
] at ([yshift=-0.2em]t2.south)
{
深度卷积
}
;
\node
[anchor=north,font=
\tiny
,scale=1.1
] at ([yshift=-0.2em]t2.south)
{
深度卷积
}
;
\end{scope}
\begin{scope}
[xshift=4cm]
...
...
@@ -52,7 +52,7 @@
\node
[vuale]
at (6.5em, 9.9em)
{$
\mathbi
{
z
}_
1
$}
;
\node
(t2) at (2.5em, -1em)
{
\large
{$
\cdots
$}}
;
\node
[anchor=north,font=
\tiny
] at ([yshift=-0.2em]t2.south)
{
轻量卷积
}
;
\node
[anchor=north,font=
\tiny
,scale=1.1
] at ([yshift=-0.2em]t2.south)
{
轻量卷积
}
;
\end{scope}
\end{tikzpicture}
\ No newline at end of file
Chapter11/Figures/figure-standard.tex
查看文件 @
6056267e
...
...
@@ -40,7 +40,7 @@
\node
[vuale]
at ([xshift=0.9em]r3
_
1.east)
{$
\mathbi
{
z
}_
1
$}
;
\node
(t1) at (2.5em, -1em)
{
\large
{$
\cdots
$}}
;
\node
[anchor=north,font=
\tiny
] at ([yshift=-0.2em]t1.south)
{
(a) 标准卷积
}
;
\node
[anchor=north,font=
\tiny
,scale=1.1
] at ([yshift=-0.2em]t1.south)
{
(a) 标准卷积
}
;
\end{scope}
\begin{scope}
[xshift=4cm]
...
...
@@ -74,7 +74,7 @@
\node
[vuale]
at ([xshift=0.9em]r3
_
1.east)
{$
\mathbi
{
z
}_
1
$}
;
\node
(t2) at (2.5em, -1em)
{
\large
{$
\cdots
$}}
;
\node
[anchor=north,font=
\tiny
] at ([yshift=-0.2em]t2.south)
{
(b) 深度卷积
}
;
\node
[anchor=north,font=
\tiny
,scale=1.1
] at ([yshift=-0.2em]t2.south)
{
(b) 深度卷积
}
;
\end{scope}
\begin{scope}
[xshift=8cm]
...
...
@@ -110,7 +110,7 @@
\node
[vuale]
at ([xshift=0.9em]r3
_
1.east)
{$
\mathbi
{
z
}_
1
$}
;
\node
(t3) at (2.5em, -1em)
{
\large
{$
\cdots
$}}
;
\node
[anchor=north,font=
\tiny
] at ([yshift=-0.2em]t3.south)
{
(c) 逐点卷积
}
;
\node
[anchor=north,font=
\tiny
,scale=1.1
] at ([yshift=-0.2em]t3.south)
{
(c) 逐点卷积
}
;
\end{scope}
\end{tikzpicture}
\ No newline at end of file
Chapter11/chapter11.tex
查看文件 @
6056267e
...
...
@@ -45,9 +45,9 @@
\begin{figure}
[htp]
\centering
%\input{./Chapter11/Figures/figure-f }
\subfigure
[
全连接层
]
{
\input
{
./Chapter11/Figures/figure-full-connection-vs-cnn-a
}}
\subfigure
[
{\small 全连接层}
]
{
\input
{
./Chapter11/Figures/figure-full-connection-vs-cnn-a
}}
\hspace
{
2cm
}
\subfigure
[
卷积层
]
{
\input
{
./Chapter11/Figures/figure-full-connection-vs-cnn-b
}}
\subfigure
[
{\small 卷积层}
]
{
\input
{
./Chapter11/Figures/figure-full-connection-vs-cnn-b
}}
\caption
{
全连接层(a)与卷积层(b)的结构对比
}
\label
{
fig:11-1
}
\end{figure}
...
...
@@ -171,8 +171,8 @@
\begin{figure}
[htp]
\centering
%\input{./Chapter11/Figures/figure-f }
\subfigure
[
最大池化
]
{
\input
{
./Chapter11/Figures/figure-max-pooling
}}
\subfigure
[
平均池化
]
{
\input
{
./Chapter11/Figures/figure-average-pooling
}}
\subfigure
[
{\small 最大池化}
]
{
\input
{
./Chapter11/Figures/figure-max-pooling
}}
\subfigure
[
{\small 平均池化}
]
{
\input
{
./Chapter11/Figures/figure-average-pooling
}}
\caption
{
池化操作
}
\label
{
fig:11-8
}
\end{figure}
...
...
@@ -194,8 +194,8 @@
\begin{figure}
[htp]
\centering
%\input{./Chapter11/Figures/figure-f }
\subfigure
[
循环神经网络的串行结构
]
{
\input
{
./Chapter11/Figures/figure-structural-comparison-a
}}
\subfigure
[
卷积神经网络的层级结构
]
{
\input
{
./Chapter11/Figures/figure-structural-comparison-b
}}
\subfigure
[
{\small 循环神经网络的串行结构}
]
{
\input
{
./Chapter11/Figures/figure-structural-comparison-a
}}
\subfigure
[
{\small 卷积神经网络的层级结构}
]
{
\input
{
./Chapter11/Figures/figure-structural-comparison-b
}}
\caption
{
串行及层级结构对比(
$
\mathbi
{
e
}_
i
$
表示词嵌入,
$
\mathbi
{
0
}$
表示
$
\mathbi
{
0
}$
向量,方框里的2、3、4表示层次编号)
}
\label
{
fig:11-9
}
\end{figure}
...
...
Chapter12/Figures/figure-different-regularization-methods.tex
查看文件 @
6056267e
...
...
@@ -14,8 +14,8 @@
\node
[anchor=west] (plus1) at ([xshift=0.9em]l1.east)
{
\scriptsize
{$
\mathbf
{
\oplus
}$}}
;
\node
[anchor=west] (plus2) at ([xshift=0.9em]l4.east)
{
\scriptsize
{$
\mathbf
{
\oplus
}$}}
;
\node
[anchor=north] (label1) at ([xshift=3em,yshift=-0.5em]l1.south)
{
\s
criptsize
{
(a)后标准化
}}
;
\node
[anchor=north] (label2) at ([xshift=3em,yshift=-0.5em]l3.south)
{
\s
criptsize
{
(b)前标准化
}}
;
\node
[anchor=north] (label1) at ([xshift=3em,yshift=-0.5em]l1.south)
{
\s
mall
{
(a)后标准化
}}
;
\node
[anchor=north] (label2) at ([xshift=3em,yshift=-0.5em]l3.south)
{
\s
mall
{
(b)前标准化
}}
;
\draw
[->,thick] ([xshift=-1.5em]l1.west) -- ([xshift=-0.1em]l1.west);
\draw
[->,thick] ([xshift=0.1em]l1.east) -- ([xshift=0.2em]plus1.west);
...
...
Chapter5/Figures/figure-a-more-detailed-explanation-of-formula-3.40.tex
查看文件 @
6056267e
...
...
@@ -27,7 +27,7 @@
}
{
\node
[anchor=south west,inner sep=2pt] (label1) at (eq4.north west)
{{
\scriptsize
{
翻译概率
$
\
textrm
{
P
}
(
\mathbf
{
s
}
|
\mathbf
{
t
}
)
$}}}
;
\node
[anchor=south west,inner sep=2pt] (label1) at (eq4.north west)
{{
\scriptsize
{
翻译概率
$
\
funp
{
P
}
(
\seq
{
s
}
|
\seq
{
t
}
)
$}}}
;
}
{
\node
[anchor=south west,inner sep=2pt] (label2) at (eq5.north west)
{{
\scriptsize
{
配对的总次数
}}}
;
...
...
Chapter5/Figures/figure-different-alignment-comparison.tex
查看文件 @
6056267e
...
...
@@ -13,7 +13,7 @@
\draw
[-] (s2.south) -- (t2.north);
\node
[anchor=center,draw=ublue,circle,thick,fill=white,inner sep=1pt,circular drop shadow=
{
shadow xshift=0.1em,shadow yshift=-0.1em
}
] (mark) at ([xshift=0.8em,yshift=-0.7em]s2.south east)
{{
\color
{
ugreen
}
\tiny
{
\textbf
{
Yes
}}}}
;
}
\node
[anchor=center] (labela) at ([xshift=2em,yshift=-1.0em]t1.south)
{
\s
criptsize
{
(a)
}}
;
\node
[anchor=center] (labela) at ([xshift=2em,yshift=-1.0em]t1.south)
{
\s
mall
{
(a)
}}
;
\end{scope}
\begin{scope}
[xshift=2.3in]
{
\small
...
...
@@ -25,7 +25,7 @@
\draw
[-] (s1.south) -- (t2.north);
\node
[anchor=center,draw=ublue,circle,thick,fill=white,inner sep=1.5pt,circular drop shadow=
{
shadow xshift=0.1em,shadow yshift=-0.1em
}
] (mark) at ([xshift=0.8em,yshift=-0.7em]s2.south east)
{{
\color
{
red
}
\tiny
{
\textbf
{
No
}}}}
;
}
\node
[anchor=center] (labelb) at ([xshift=2em,yshift=-1.0em]t1.south)
{
\s
criptsize
{
(b)
}}
;
\node
[anchor=center] (labelb) at ([xshift=2em,yshift=-1.0em]t1.south)
{
\s
mall
{
(b)
}}
;
\end{scope}
\begin{scope}
[xshift=4.1in]
{
\small
...
...
@@ -37,7 +37,7 @@
\draw
[-] (s2.south) -- ([yshift=-0.2em]t1.north);
\node
[anchor=center,draw=ublue,circle,thick,fill=white,inner sep=1pt,circular drop shadow=
{
shadow xshift=0.1em,shadow yshift=-0.1em
}
] (mark) at ([xshift=0.8em,yshift=-0.7em]s2.south east)
{{
\color
{
ugreen
}
\tiny
{
\textbf
{
Yes
}}}}
;
}
\node
[anchor=center] (labelc) at ([xshift=2em,yshift=-1.0em]t1.south)
{
\s
criptsize
{
(c)
}}
;
\node
[anchor=center] (labelc) at ([xshift=2em,yshift=-1.0em]t1.south)
{
\s
mall
{
(c)
}}
;
\end{scope}
\end{tikzpicture}
...
...
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