remove some figs of cha5

Book/Chapter5/Figures/fig-activation.tex

-%%%------------------------------------------------------------------------------------------------------------
-\begin{figure}
-\subfigure[softplus]{
-\centering
-\begin{minipage}{.2\textwidth}
-\begin{tikzpicture}
- \draw[->](-1.2,0)--(1.2,0)node[left,below,font=\tiny]{$x$};
-\draw[->](0,-1.2)--(0,1.2)node[right,font=\tiny]{$y$};
-\foreach \x in {-1.0,-0.5,0.0,0.5,1.0}{\draw(\x,0)--(\x,0.05)node[below,outer sep=2pt,font=\tiny]at(\x,0){\x};}
-\foreach \y in {1.0,0.5}{\draw(0,\y)--(0.05,\y)node[left,outer sep=2pt,font=\tiny]at(0,\y){\y};}
-\draw[color=red ,domain=-1.2:1]plot(\x,{ln(1+(exp(\x))});
-\node[black,anchor=south] at (0,1.2) {\small $y = ln(1+e^x)$};
-\end{tikzpicture}
-\end{minipage}%
-}
-\hfill
-\subfigure[sigmoid]{
-\centering
-\begin{minipage}{.2\textwidth}
-\begin{tikzpicture}
-\draw[->](-1.2,0)--(1.2,0)node[left,below,font=\tiny]{$x$};
-\draw[->](0,-1.2)--(0,1.2)node[right,font=\tiny]{$y$};
-\draw[dashed](-1.2,1)--(1.2,1);
-\foreach \x in {-1,-0.5,0,0.5,1}{\draw(\x,0)--(\x,0.05)node[below,outer sep=2pt,font=\tiny]at(\x,0){
-\pgfmathparse{(\x)*5}
-\pgfmathresult};}
-\foreach \y in {0.5,1.0}{\draw(0,\y)--(0.05,\y)node[left,outer sep=2pt,font=\tiny]at(0,\y){\y};}
-\draw[color=red,domain=-1.2:1.2]plot(\x,{1/(1+(exp(-5*\x)))});
-\node[black,anchor=south] at (0,1.2) {\small $y = \frac{1}{1+e^{-x}}$};
-\end{tikzpicture}
-   \end{minipage}%
-}
-\hfill
-\subfigure[tanh]{
- \centering
-\begin{minipage}{.2\textwidth}
-\begin{tikzpicture}
-\draw[->](-1.2,0)--(1.2,0)node[left,below,font=\tiny]{$x$};
-\draw[->](0,-1.2)--(0,1.2)node[right,font=\tiny]{$y$};
-\draw[dashed](-1.2,1)--(1.2,1);
-\draw[dashed](-1.2,-1)--(1.2,-1);
-\foreach \x in {-1.0,-0.5,0.0,0.5,1.0}{\draw(\x,0)--(\x,0.05)node[below,outer sep=2pt,font=\tiny]at(\x,0){\x};}
-\foreach \y in {0.5,1.0}{\draw(0,\y)--(0.05,\y)node[left,outer sep=2pt,font=\tiny]at(0,\y){\y};}
-\draw[color=red ,domain=-1.2:1.2]plot(\x,{tanh(\x)});
-\node[black,anchor=south] at (0,1.2) {\small $y = \frac{e^{x}-e^{-x}}{e^{x}+e^{-x}}$};
-\end{tikzpicture}
-\end{minipage}
-}\\    \vspace{-1em}
-\subfigure[relu]{
-\centering
-\begin{minipage}{.2\textwidth}
-\begin{tikzpicture}
-        \draw[->](-1.2,0)--(1.2,0)node[left,below,font=\tiny]{$x$};
-        \draw[->](0,-1.2)--(0,1.2)node[right,font=\tiny]{$y$};
-        \draw[dashed](-1.2,1)--(1.2,1);
-        \draw[dashed](-1.2,-1)--(1.2,-1);
-        \foreach \x in {-1.0,-0.5,0.0,0.5,1.0}{\draw(\x,0)--(\x,0.05)node[below,outer sep=2pt,font=\tiny]at(\x,0){\x};}
-        \foreach \y in {0.5,1.0}{\draw(0,\y)--(0.05,\y)node[left,outer sep=2pt,font=\tiny]at(0,\y){\y};}
-        \draw[color=red ,domain=-1.2:1.2]plot(\x,{max(\x,0)});
-        \node[black,anchor=south] at (0,1.2) {\small $y =\max (0, x)$};
-        \end{tikzpicture}
-    \end{minipage}%
-    }
-    \hfill
-    \subfigure[gaussian]{
-    \centering
-    \begin{minipage}{.2\textwidth}
-        \begin{tikzpicture}
-        \draw[->](-1.2,0)--(1.2,0)node[left,below,font=\tiny]{$x$};
-        \draw[->](0,-1.2)--(0,1.2)node[right,font=\tiny]{$y$};
-        \draw[dashed](-1.2,1)--(1.2,1);
-        \foreach \x in {-1.0,-0.5,0.0,0.5,1.0}{\draw(\x,0)--(\x,0.05)node[below,outer sep=2pt,font=\tiny]at(\x,0){\x};}
-        \foreach \y in {0.5,1.0}{\draw(0,\y)--(0.05,\y)node[left,outer sep=2pt,font=\tiny]at(0,\y){\y};}
-        \draw[color=red ,domain=-1.2:1.2]plot(\x,{exp(-1*((\x)^2))});
-        \node[black,anchor=south] at (0,1.2) {\small $y =e^{-x^2}$};
-        \end{tikzpicture}
-    \end{minipage}%
-    }
-    \hfill
-    \subfigure[identity]{
-    \centering
-    \begin{minipage}{.2\textwidth}
-        \begin{tikzpicture}
-        \draw[->](-1.2,0)--(1.2,0)node[left,below,font=\tiny]{$x$};
-        \draw[->](0,-1.2)--(0,1.2)node[right,font=\tiny]{$y$};
-        \foreach \x in {-1.0,-0.5,0.0,0.5,1.0}{\draw(\x,0)--(\x,0.05)node[below,outer sep=2pt,font=\tiny]at(\x,0){\x};}
-        \foreach \y in {0.5,1.0}{\draw(0,\y)--(0.05,\y)node[left,outer sep=2pt,font=\tiny]at(0,\y){\y};}
-        \draw[color=red ,domain=-1:1]plot(\x,\x);
-        \node[black,anchor=south] at (0,1.2) {\small $y =x$};
-        \end{tikzpicture}
-    \end{minipage}
-    }
-
-    \end{figure}
-%%%------------------------------------------------------------------------------------------------------------
-

Book/Chapter5/Figures/fig-weather-2layer.tex

-%%%------------------------------------------------------------------------------------------------------------
-\begin{tikzpicture}
-%左
-\node [anchor=west,draw=ublue,minimum width=1.5em,minimum height=1.5em] (part1-1) at (0,0) {\small{$x_1$}};
-\node [anchor=north,draw=ublue,minimum width=1.5em,minimum height=1.5em] (part1-2) at ([yshift=-2.5em]part1-1.south) {\small {$x_2$}};
-\node [anchor=north,draw=ublue,minimum width=1.5em,minimum height=1.5em] (part1-3) at ([yshift=-2.5em]part1-2.south) {\small {$x_3$}};
-\node [anchor=north,minimum width=3.0em] (part1-4) at ([yshift=-1.0em]part1-3.south) {\small {输入层}};
-\node[anchor=south,minimum height=13em,minimum width=4.0em,draw=ublue,dotted,thick] (part1out) at ([xshift=0.0em,yshift=-8.5em]part1-2.north) {};
-
-%中
-\node [circle,anchor=west,draw=ublue,minimum width=2.0em] (part2-1) at ([xshift=4.6em,yshift=2.0em]part1-2.east) {\small {$a_1$}};
-\node [circle,anchor=west,draw=ublue,minimum width=2.0em] (part2-2) at ([xshift=4.6em,yshift=-2.0em]part1-2.east) {\small {$a_2$}};
-\node [anchor=north,minimum width=3.0em] (part2-3) at ([xshift=0.0em,yshift=-2.79em]part2-2.south) {\small {隐藏层}};
-\node[anchor=south,minimum height=13em,minimum width=4.0em,draw=ublue,dotted,thick] (part2out) at ([xshift=6.4em,yshift=-8.5em]part1-2.north) {};
-
-%右
-\node [circle,anchor=west,draw=ublue,minimum width=2.0em] (part3-1) at ([xshift=10.5em,yshift=0.0em]part1-2.east) {\small {$y$}};
-\node [anchor=west,draw=ublue,minimum width=1.5em,minimum height=1.5em] (part3-2) at ([xshift=1.2em]part3-1.east) {\small {$y$}};
-\node [anchor=north,minimum width=3.0em] (part3-3) at ([xshift=1.4em,yshift=-4.79em]part3-1.south) {\small {输出层}};
-\node[anchor=south,minimum height=13em,minimum width=6.0em,draw=ublue,dotted,thick] (part3out) at ([xshift=13.8em,yshift=-8.5em]part1-2.north) {};
-
-%连线
-
-\draw [->,thick,ublue](part1-1.east)--(part2-1.west);
-\draw [->,thick,ublue](part1-1.east)--(part2-2.west);
-\draw [->,thick,ublue](part1-2.east)--(part2-1.west);
-\draw [->,thick,ublue](part1-2.east)--(part2-2.west);
-\draw [->,thick,ublue](part1-3.east)--(part2-1.west);
-\draw [->,thick,ublue](part1-3.east)--(part2-2.west);
-\draw [->,thick,ublue](part2-1.east)--(part3-1.west);
-\draw [->,thick,ublue](part2-2.east)--(part3-1.west);
-\draw [->,thick,ublue](part3-1.east)--(part3-2.west);
-
-
-\end{tikzpicture}
-%%------------------------------------------------------------------------------------------------------------
-

Book/Chapter5/Figures/fig-weather-model.tex

-%%%------------------------------------------------------------------------------------------------------------
-\begin{tikzpicture}
-%左
-\node [anchor=west,draw=ublue,minimum width=3.0em] (part1-1) at (0,0) {\small{天空状况}};
-\node [anchor=north,draw=ublue,minimum width=3.0em] (part1-2) at ([yshift=-2.5em]part1-1.south) {\small {低空气温}};
-\node [anchor=north,draw=ublue,minimum width=3.0em] (part1-3) at ([yshift=-2.5em]part1-2.south) {\small {水平气压}};
-\node [anchor=north,minimum width=3.0em] (part1-4) at ([yshift=-1.0em]part1-3.south) {\small {输入层}};
-\node[anchor=south,minimum height=13em,minimum width=6.0em,draw=ublue,dotted,thick] (part1out) at ([xshift=0.0em,yshift=-8.5em]part1-2.north) {};
-
-%中
-\node [circle,anchor=west,draw=ublue,minimum width=2.2em] (part2-1) at ([xshift=4.0em,yshift=2.0em]part1-2.east) {\footnotesize {温度}};
-\node [circle,anchor=west,draw=ublue,minimum width=2.2em] (part2-2) at ([xshift=4.0em,yshift=-2.0em]part1-2.east) {\footnotesize {风速}};
-\node [anchor=north,minimum width=3.0em] (part2-3) at ([xshift=0.0em,yshift=-2.42em]part2-2.south) {\small {隐藏层}};
-\node[anchor=south,minimum height=13em,minimum width=4.0em,draw=ublue,dotted,thick] (part2out) at ([xshift=7.4em,yshift=-8.5em]part1-2.north) {};
-
-%右
-\node [anchor=west,draw=ublue,minimum width=3.0em] (part3-1) at ([xshift=10.0em,yshift=0.0em]part1-2.east) {\small {穿衣指数}};
-\node [anchor=north,minimum width=3.0em] (part3-2) at ([yshift=-5.05em]part3-1.south) {\small {输出层}};
-\node[anchor=south,minimum height=13em,minimum width=6.0em,draw=ublue,dotted,thick] (part3out) at ([xshift=14.4em,yshift=-8.5em]part1-2.north) {};
-
-%连线
-
-\draw [->,thick,ublue](part1-1.east)--(part2-1.west);
-\draw [->,thick,ublue](part1-1.east)--(part2-2.west);
-\draw [->,thick,ublue](part1-2.east)--(part2-1.west);
-\draw [->,thick,ublue](part1-2.east)--(part2-2.west);
-\draw [->,thick,ublue](part1-3.east)--(part2-1.west);
-\draw [->,thick,ublue](part1-3.east)--(part2-2.west);
-\draw [->,thick,ublue](part2-1.east)--(part3-1.west);
-\draw [->,thick,ublue](part2-2.east)--(part3-1.west);
-
-
-
-\end{tikzpicture}
-%%%------------------------------------------------------------------------------------------------------------
-