Target Group(s):
- Wiki moderators
- Anti-Harassment Tools
- Research
- Machine Learning
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Needs:
- (Moderators) Check an account to see if it shows signs of being a sockpuppet
- (AHT) Provide a user interface for checking accounts for sockpuppetry
- (Research) Host the machine learning model they created for detecting sockpuppets
- (Machine Learning) API interface to machine learning model
- (Machine Learning) Interim model hosting while ML platform is being built
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Product:
- Kubernetes image running MLFlow to host the ML Model
- API facade for MLFlow, only allowing access to checkuser users
- Deployment tools for updating and revising the model
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Aligned Goals:
- "Software platforms with integrated machine learning, rich media, and structured data components, and associated tooling for internal and external development and reuse of code and content."
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