Using machine learning to automatically classify issues, mrs

Description including problem, use cases, benefits, and/or goals To be able to handle large amount of issues, I want them catagorized and labelled. Doing this manually is a lot of work. If we’d be able to automate it in a smart way, this would help us a lot. Proposal We look to machine learning to automatically classify issues, which would allow us to: automatically set labels (easiest target) automatically assign something etc. You can have title and description as input and label as output. A simple implementation would: on creation of an issue, send the issue title and body to a queue to be picked up by a TensorFlow worker a worker picks it up and.. if the issue is labelled, uses it to train its network if the issue…


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