NLP

Natural Language Processing(NLP) with Deep Learning in Keras . Course offered by Udemy . Created and taught by Carlos Quiros .

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Name		Name	Last commit message	Last commit date
Latest commit History 27 Commits
1D ConvNet on Sentiment Analysis.ipynb		1D ConvNet on Sentiment Analysis.ipynb
A Sensitivity Analysis of Convolutional Neural Networks for Sentence Classification.pdf		A Sensitivity Analysis of Convolutional Neural Networks for Sentence Classification.pdf
Attention is All You Need(Transformer).pdf		Attention is All You Need(Transformer).pdf
Course Certificate.pdf		Course Certificate.pdf
Deep Unordered Composition Rivals Sytantic Methods for Text Classification(DAN).pdf		Deep Unordered Composition Rivals Sytantic Methods for Text Classification(DAN).pdf
Developing a Chatbot.ipynb		Developing a Chatbot.ipynb
Distributed Representations of Words and Phrases and their Compositionality.pdf		Distributed Representations of Words and Phrases and their Compositionality.pdf
Efficient Estimation of Word Representations in Vector Space.pdf		Efficient Estimation of Word Representations in Vector Space.pdf
Emotion recognition with LSTM and Attention.ipynb		Emotion recognition with LSTM and Attention.ipynb
Encoder-Decoder with Attention.ipynb		Encoder-Decoder with Attention.ipynb
FastText on Google Colab.ipynb		FastText on Google Colab.ipynb
FastText with Gensim.ipynb		FastText with Gensim.ipynb
GloVe-Yelp-Comments-Classification.ipynb		GloVe-Yelp-Comments-Classification.ipynb
GloVe.pdf		GloVe.pdf
LICENSE		LICENSE
LSTM and GRU on Sentiment Analysis.ipynb		LSTM and GRU on Sentiment Analysis.ipynb
Neural Machine Translation by Jointly Learning to Align and Translate.pdf		Neural Machine Translation by Jointly Learning to Align and Translate.pdf
Neural Machine Translation-Optimization.ipynb		Neural Machine Translation-Optimization.ipynb
Neural Machine Translation-Seq2Seq.ipynb		Neural Machine Translation-Seq2Seq.ipynb
README.md		README.md
Semantic_Similarity_with_TF_Hub_Universal_Encoder.ipynb		Semantic_Similarity_with_TF_Hub_Universal_Encoder.ipynb
Text Classification-USE-localhost.ipynb		Text Classification-USE-localhost.ipynb
Text Generation.ipynb		Text Generation.ipynb
Text_Classification with Universal_Sentence_Encoder.ipynb		Text_Classification with Universal_Sentence_Encoder.ipynb
Universal_Sentence_Encoder.pdf		Universal_Sentence_Encoder.pdf
Word Embedding Visualization.ipynb		Word Embedding Visualization.ipynb
Word Embeddings on Sentiment Analysis.ipynb		Word Embeddings on Sentiment Analysis.ipynb
Word2Vec-CBOW-Keras.ipynb		Word2Vec-CBOW-Keras.ipynb
Word2Vec-Skipgram-Keras.ipynb		Word2Vec-Skipgram-Keras.ipynb
batch normalization.pdf		batch normalization.pdf
fastText.pdf		fastText.pdf

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