Github user EntilZha commented on the pull request: https://github.com/apache/spark/pull/4047#issuecomment-70584023 Just finished refactoring, here is the combined API/LDAModel code + Gibbs implementing it. It should give a pretty good idea of what I was thinking about using LearningState. Note though: 1. although it compiles, I haven't run it since there are some methods I still need to implement, 2. I need to update the docs after I finish implementing missing methods. https://github.com/EntilZha/spark/tree/LDA-Refactor/mllib/src/main/scala/org/apache/spark/mllib/topicmodeling
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