In the topic model example, the LDA class should link to the API docs, but it doesn't: http://scikit-learn.org/dev/auto_examples/applications/topics_extraction_with_nmf_lda.html#example-applications-topics-extraction-with-nmf-lda-py Not sure what the problem is.