Gensim

[ˈʤɛnsɪm]

AI Infrastructure

Last updated: December 9, 2024

Definition

A robust library for topic modeling, document indexing, and similarity retrieval with large text corpora.

Detailed Explanation

Gensim is designed to handle large text collections using incremental online algorithms. It includes implementations of popular NLP algorithms like Word2Vec, FastText, and LSI, optimized for memory efficiency.

Use Cases

Topic modeling, document similarity analysis, text summarization, content recommendation

Definition

Detailed Explanation

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