https://github.com/marketplace/issue-label-bot

Issue Label Bot automatically labels issues as either a feature request, bug or question, using machine learning. You can alias these labels so that the labels are personalized for your repo (for example if you prefer enhancement vs. feature_request). This app will only make predictions on public repositories.

Customize the naming of labels:

To alias the labels bug, label, and feature_request, place a yaml file with this name and path in your repo: /.github/issue_label_bot.yaml See this example yaml file: https://github.com/machine-learning-apps/Issue-Label-Bot/blob/master/.github/issue_label_bot.yaml If the yaml fails to parse or an incorrect schema is used, the app will revert back to default label names.

Additional routes for existing users:

• See a sample of users with an active installation: https://mlbot.net/users

• See all repos w/installations for a specific user: https://mlbot.net/repos/{username}

• See the last 50 predictions for a specific repo: https://mlbot.net/data/{username}/{repo}

The code for this app is also open sourced under an MIT license. You can see the documentation, code, and example predictions on this page: https://mlbot.net/

If you have any suggestions, feature requests or just want to get in touch please open an issue: https://github.com/machine-learning-apps/Issue-Label-Bot/issues