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%\usepackage{opensans}          % Can't make this work so far. Shame. Would be lovely.
\usepackage[normalem]{ulem}     % For underlining links
% Most of the following are not required for the majority
% of cheat sheets but are needed for some symbol support.
\usepackage{amsmath}            % Symbols
\usepackage{MnSymbol}           % Symbols
\usepackage{wasysym}            % Symbols
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% Document Info
\author{ChesterHsieh}
\pdfinfo{
  /Title (deeplearning-keras-and-tf.pdf)
  /Creator (Cheatography)
  /Author (ChesterHsieh)
  /Subject (DeepLearning- Keras \& TF Cheat Sheet)
}

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% Commands
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% Header and Footer
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\fancyhead[L]{
\noindent
\begin{multicols}{3}
\begin{tabulary}{5.8cm}{C}
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    \vspace{-7pt}
    {\parbox{\dimexpr\textwidth-2\fboxsep\relax}{\noindent
        \hspace*{-6pt}\includegraphics[width=5.8cm]{/web/www.cheatography.com/public/images/cheatography_logo.pdf}}
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\begin{tabulary}{11cm}{L}
    \vspace{-2pt}\large{\bf{\textcolor{DarkBackground}{\textrm{DeepLearning- Keras \& TF Cheat Sheet}}}} \\
    \normalsize{by \textcolor{DarkBackground}{ChesterHsieh} via \textcolor{DarkBackground}{\uline{cheatography.com/62727/cs/16058/}}}
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\fancyfoot[L]{ \footnotesize
\noindent
\begin{multicols}{3}
\begin{tabulary}{5.8cm}{LL}
  \SetRowColor{FootBackground}
  \mymulticolumn{2}{p{5.377cm}}{\bf\textcolor{white}{Cheatographer}}  \\
  \vspace{-2pt}ChesterHsieh \\
  \uline{cheatography.com/chesterhsieh} \\
  \end{tabulary}
\vfill
\columnbreak
\begin{tabulary}{5.8cm}{L}
  \SetRowColor{FootBackground}
  \mymulticolumn{1}{p{5.377cm}}{\bf\textcolor{white}{Cheat Sheet}}  \\
   \vspace{-2pt}Not Yet Published.\\
   Updated 4th October, 2020.\\
   Page {\thepage} of \pageref{LastPage}.
\end{tabulary}
\vfill
\columnbreak
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  %\includegraphics[width=48px,height=48px]{dave.jpeg}
  Measure your website readability!\\
  www.readability-score.com
\end{tabulary}
\end{multicols}}




\begin{document}
\raggedright
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% Set font size to small. Switch to any value
% from this page to resize cheat sheet text:
% www.emerson.emory.edu/services/latex/latex_169.html
\footnotesize % Small font.


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\mymulticolumn{4}{x{17.67cm}}{\bf\textcolor{white}{Optimizer}}  \tn
% Row 0
\SetRowColor{LightBackground}
\seqsplit{Optimizer} & Tensorflow & Keras & trax \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
Adam & \{\{link="https://www.tensorflow.org/api\_docs/python/tf/train/AdamOptimizer"\}\}tf.train.AdamOptimizer\{\{/link\}\} & \{\{link="https://keras.io/optimizers/"\}\}keras.optimizers.Adam\{\{/link\}\} &  \tn 
% Row Count 10 (+ 8)
% Row 2
\SetRowColor{LightBackground}
\seqsplit{RMSprop} & \{\{link="https://www.tensorflow.org/api\_docs/python/tf/train/AdamOptimizer"\}\}tf.train.AdamOptimizer\{\{/link\}\} & \{\{link="https://keras.io/optimizers/"\}\}keras.optimizers.RMSprop\{\{/link\}\} &  \tn 
% Row Count 18 (+ 8)
% Row 3
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\seqsplit{Momentum} & \{\{link="https://www.tensorflow.org/api\_docs/python/tf/train/MomentumOptimizer"\}\}tf.train.MomentumOptimizer\{\{/link\}\} & None &  \tn 
% Row Count 27 (+ 9)
% Row 4
\SetRowColor{LightBackground}
Batch \seqsplit{Normalize} & \{\{link="https://www.tensorflow.org/api\_docs/python/tf/nn/batch\_normalization"\}\} tf.nn.batch\_normalization\{\{/link\}\} & \{\{link="https://keras.io/layers/normalization/"\}\}keras.layers.BatchNormalization\{\{/link\}\} &  \tn 
% Row Count 36 (+ 9)
\hhline{>{\arrayrulecolor{DarkBackground}}----}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{17.67cm}{x{2.8679 cm} x{6.9167 cm} x{7.0854 cm} }
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\mymulticolumn{3}{x{17.67cm}}{\bf\textcolor{white}{Reduce-Dev set error}}  \tn
% Row 0
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\seqsplit{Regular} & Tensorflow & Keras \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
\seqsplit{DrouptOut} & \{\{link="https://www.tensorflow.org/versions/r1.9/api\_docs/python/tf/nn/dropout"\}\}tf.nn.dropout\{\{/link\}\} & \{\{link="https://keras.io/layers/core/\#dropout"\}\}keras.layers.Dropout\{\{/link\}\} \tn 
% Row Count 9 (+ 7)
% Row 2
\SetRowColor{LightBackground}
\seqsplit{Regular(L1},L2..) & \{\{link="https://www.tensorflow.org/api\_docs/python/tf/contrib/layers/apply\_regularization"\}\}Apply Regular\{\{/link\}\} & \{\{link="https://keras.io/regularizers/"\}\}regularizers\{\{/link\}\} \tn 
% Row Count 17 (+ 8)
\hhline{>{\arrayrulecolor{DarkBackground}}---}
\SetRowColor{LightBackground}
\mymulticolumn{3}{x{17.67cm}}{\{\{link="https://www.tensorflow.org/versions/r1.9/api\_guides/python/contrib.layers\#Higher\_level\_ops\_for\_building\_neural\_network\_layers"\}\}Higher level ops for building neural network layers.\{\{/link\}\}}  \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}---}
\end{tabularx}
\par\addvspace{1.3em}



\end{document}