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A simple implementation of word embeddings in Gensim and Keras libraries. I have implemented famous Word2Vec in Gensim library. As an alternative I have also used Keras embedding layer to generate the word embeddings.

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mrc03/Word-Embeddings-in-Gensim-and-Keras

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/*

Author:: Raj Mehrotra
Date:: 23-12-2018

*/

Word-Embeddings-in-Gensim-and-Keras

A simple implementation of word embeddings in Gensim and Keras libraries.

I have implemented famous Word2Vec in Gensim library. Then I have also used t-SNE to reduce the dimensions and then visualized the same using a scatter plot in plotly library.

As an alternative I have also used Keras embedding layer to generate the word embeddings.

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A simple implementation of word embeddings in Gensim and Keras libraries. I have implemented famous Word2Vec in Gensim library. As an alternative I have also used Keras embedding layer to generate the word embeddings.

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