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Tag: Doc2vec

An Intuitive Introduction to Document Vector(Doc2Vec)
Latest  Machine Learning

An Intuitive Introduction to Document Vector(Doc2Vec)

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July 20, 2023

Author(s): Manish Nayak Originally published on Towards AI. Intro to Doc2Vec U+007C Towards AI Introduction Doc2Vec is an extension of Word2vec that encodes entire documents as opposed to individual words. You can read about Word2Vec in my previous post. Doc2Vec vectors represent …

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Getting the data
Latest  Machine Learning

Getting the data

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July 3, 2019

Author(s): Avishek Nag Originally published on Towards AI. Comparative study of different vector space models & text classification techniques like XGBoost and others In this article, we will discuss different text classification techniques to solve the BBC new article categorization problem. We …

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Where the randomness comes
Latest  Machine Learning

Where the randomness comes

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November 6, 2018

Author(s): Jun Wang Originally published on Towards AI. Word Embedding and Language Modeling U+007C Towards AI How to Get Deterministic word2vec/doc2vec/paragraph Vectors OK, welcome to our Word Embedding Series. This post is the first story of the series. You may find this …

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