rvoak / skill2vec

Skill clustering and analysis using word2vec by treating behavior as language.

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skill2vec

Word2vec models (Mikolov et al.) focus on the learned hidden representation of the input. In this code, we try to treat behaviour as a language. We train a skip-gram model using Gensim to learn vector representations of the skills. Then we reduce their dimensionality using t-SNE and plot them to observe the clustering of skills.

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Skill clustering and analysis using word2vec by treating behavior as language.


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Language:Python 100.0%