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<!DOCTYPE html>
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<title>References | A Minimal Book Example</title>
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<meta name="twitter:description" content="This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook." />
<meta name="author" content="Yihui Xie" />
<meta name="date" content="2020-05-01" />
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<li><a href="./">A Minimal Book Example</a></li>
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<li class="chapter" data-level="1" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i><b>1</b> Prerequisites</a></li>
<li class="chapter" data-level="2" data-path="text-processing.html"><a href="text-processing.html"><i class="fa fa-check"></i><b>2</b> Text processing</a><ul>
<li class="chapter" data-level="2.1" data-path="text-processing.html"><a href="text-processing.html#text-data"><i class="fa fa-check"></i><b>2.1</b> Text data</a></li>
<li class="chapter" data-level="2.2" data-path="text-processing.html"><a href="text-processing.html#nlp-applications"><i class="fa fa-check"></i><b>2.2</b> NLP applications</a></li>
<li class="chapter" data-level="2.3" data-path="text-processing.html"><a href="text-processing.html#tokenization"><i class="fa fa-check"></i><b>2.3</b> Tokenization</a></li>
<li class="chapter" data-level="2.4" data-path="text-processing.html"><a href="text-processing.html#stop-words-handeling"><i class="fa fa-check"></i><b>2.4</b> Stop words handeling</a></li>
<li class="chapter" data-level="2.5" data-path="text-processing.html"><a href="text-processing.html#words-frequencies"><i class="fa fa-check"></i><b>2.5</b> Words frequencies</a></li>
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<li class="chapter" data-level="3" data-path="Word-embeddings.html"><a href="Word-embeddings.html"><i class="fa fa-check"></i><b>3</b> Word embeddings</a><ul>
<li class="chapter" data-level="3.1" data-path="Word-embeddings.html"><a href="Word-embeddings.html#vectorizing-text"><i class="fa fa-check"></i><b>3.1</b> Vectorizing text</a></li>
<li class="chapter" data-level="3.2" data-path="Word-embeddings.html"><a href="Word-embeddings.html#one-hot-encoding"><i class="fa fa-check"></i><b>3.2</b> One-hot encoding</a></li>
<li class="chapter" data-level="3.3" data-path="Word-embeddings.html"><a href="Word-embeddings.html#word-embeddings-methods"><i class="fa fa-check"></i><b>3.3</b> Word embeddings methods</a><ul>
<li class="chapter" data-level="3.3.1" data-path="Word-embeddings.html"><a href="Word-embeddings.html#learn-world-embeddings"><i class="fa fa-check"></i><b>3.3.1</b> Learn world embeddings</a></li>
<li class="chapter" data-level="3.3.2" data-path="Word-embeddings.html"><a href="Word-embeddings.html#pre-trained-word-embeddings"><i class="fa fa-check"></i><b>3.3.2</b> Pre-trained word embeddings</a></li>
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<li class="chapter" data-level="3.4" data-path="Word-embeddings.html"><a href="Word-embeddings.html#applications"><i class="fa fa-check"></i><b>3.4</b> Applications</a><ul>
<li class="chapter" data-level="3.4.1" data-path="Word-embeddings.html"><a href="Word-embeddings.html#using-skip-gram"><i class="fa fa-check"></i><b>3.4.1</b> Using Skip-Gram</a></li>
<li class="chapter" data-level="3.4.2" data-path="Word-embeddings.html"><a href="Word-embeddings.html#using-glove"><i class="fa fa-check"></i><b>3.4.2</b> Using GloVe</a></li>
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<li class="chapter" data-level="3.5" data-path="Word-embeddings.html"><a href="Word-embeddings.html#references"><i class="fa fa-check"></i><b>3.5</b> references</a></li>
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<li class="chapter" data-level="4" data-path="text-classification.html"><a href="text-classification.html"><i class="fa fa-check"></i><b>4</b> Text classification</a><ul>
<li class="chapter" data-level="4.1" data-path="text-classification.html"><a href="text-classification.html#load-the-data"><i class="fa fa-check"></i><b>4.1</b> Load the data</a></li>
<li class="chapter" data-level="4.2" data-path="text-classification.html"><a href="text-classification.html#prepare-the-data-for-neural-network"><i class="fa fa-check"></i><b>4.2</b> Prepare the data for neural network</a></li>
<li class="chapter" data-level="4.3" data-path="text-classification.html"><a href="text-classification.html#building-the-model"><i class="fa fa-check"></i><b>4.3</b> Building the model</a></li>
<li class="chapter" data-level="4.4" data-path="text-classification.html"><a href="text-classification.html#testing-the-model"><i class="fa fa-check"></i><b>4.4</b> Testing the model</a></li>
<li class="chapter" data-level="4.5" data-path="text-classification.html"><a href="text-classification.html#reference"><i class="fa fa-check"></i><b>4.5</b> Reference</a></li>
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<li class="chapter" data-level="5" data-path="RNN.html"><a href="RNN.html"><i class="fa fa-check"></i><b>5</b> Reccurent Neural Networks (RNN)</a><ul>
<li class="chapter" data-level="5.1" data-path="RNN.html"><a href="RNN.html#understanding-recurrent-neural-network"><i class="fa fa-check"></i><b>5.1</b> Understanding Recurrent Neural Network</a></li>
<li class="chapter" data-level="5.2" data-path="RNN.html"><a href="RNN.html#rnn-with-keras"><i class="fa fa-check"></i><b>5.2</b> RNN with Keras</a></li>
<li class="chapter" data-level="5.3" data-path="RNN.html"><a href="RNN.html#lstm-with-keras"><i class="fa fa-check"></i><b>5.3</b> LSTM with Keras</a></li>
</ul></li>
<li class="chapter" data-level="6" data-path="final-words.html"><a href="final-words.html"><i class="fa fa-check"></i><b>6</b> Final Words</a></li>
<li class="chapter" data-level="" data-path="references-1.html"><a href="references-1.html"><i class="fa fa-check"></i>References</a></li>
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<li><a href="https://github.com/rstudio/bookdown" target="blank">Published with bookdown</a></li>
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