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As I said, your approach is a clever way to use the GitHub API. I think you need to change the title and readme to indicate that this isn't an LDA index of GitHub descriptions. To ML practitioners, that's what you are implying with a title of "Show HN: Using LDA to suggest GitHub repositories based on what you have starred".