koukou10/Tags_recommender
Developing a tag recommendation system for StackOverflow
Implements multi-algorithm tag prediction using Random Forest, SVM, and Latent Dirichlet Allocation models trained on preprocessed StackOverflow post data. The pipeline combines text normalization with both supervised (RFC, SVC via OneVsRest) and unsupervised (LDA) approaches, achieving 0.30 Jaccard similarity on the test set with Linear SVC outperforming baseline classifiers.
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Jupyter Notebook
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MIT
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Last pushed
Apr 20, 2022
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