CBOW Archives - Petamind https://petaminds.com/tag/cbow/ A.I, Data and Software Engineering Tue, 05 Oct 2021 06:08:53 +0000 en-US hourly 1 https://wordpress.org/?v=6.9.4 https://petaminds.com/wp-content/uploads/2019/09/ic_launcher.png CBOW Archives - Petamind https://petaminds.com/tag/cbow/ 32 32 Word2vec with TensorFlow 2.0 – a simple CBOW implementation https://petaminds.com/word2vec-with-tensorflow-2-0-a-simple-cbow-implementation/ https://petaminds.com/word2vec-with-tensorflow-2-0-a-simple-cbow-implementation/#comments Sat, 19 Oct 2019 23:30:20 +0000 https://petaminds.com/?p=1144 In TensorFlow website, there is a good example of word embedding implementation with Keras. Nevertheless, we are curious to see how it looks like when implementing word2vec with PURE TensorFlow 2.0. What is CBOW In the previous article, we introduced Word2vec (w2v) with Gensim library. Word2vec consists of two-layer neural networks that are trained to reconstruct linguistic […]

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]]> https://petaminds.com/word2vec-with-tensorflow-2-0-a-simple-cbow-implementation/feed/ 2 Word2vec with gensim – a simple word embedding example https://petaminds.com/word2vec-with-gensim-a-simple-word-embedding-example/ https://petaminds.com/word2vec-with-gensim-a-simple-word-embedding-example/#comments Wed, 11 Apr 2018 05:58:27 +0000 https://petaminds.com/?p=1127 In this short article, we show a simple example of how to use GenSim and word2vec for word embedding. Word2vec Word2vec is a famous algorithm for natural language processing (NLP) created by Tomas Mikolov teams. It is a group of related models that are used to produce word embeddings, i.e. CBOW and skip-grams. The models are […]

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