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This is the initial design of ML Based GitHub Bot. For more details, please refer: technical doc

1. Problem

Currently there are many issues on Incubator-MXNet repo, labeling issues can help contributors who know a particular area to pick up the issue and help user. However, currently issues are all manually labelled, which is time consuming. And every time maintainers need to @ a committer to add labels. This bot will help automate/simplify this issue labeling process.

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Current Proposed Design Implementation:



Usage:

 Add functionality: adds labels specified to the list of labels:

@mxnet-label-bot add [label1, label2]

Remove functionality removes labels specified from the list of labels:

@mxnet-label-bot remove [label1, label2]

Update functionality updates the labels of the issue to only the labels specified in the list: .  

@mxnet-label-bot update [label1, label2]