[EPIC] ML Service/Endpoint - Githubissues

stratosphererl / stratosphere

Rocket League’s coolest match analytics platform. Supported by intuitive design and machine learning

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[EPIC] ML Service/Endpoint #177

Closed cchurness closed 1 year ago

cchurness commented 1 year ago

Description

A service within our platform tasked with taking in data and returning an ML-driven analysis. Incorporates at least 2 pre-trained ML models.

Story(s)

178

Affected Personas

GraphQL developers (Chris)
ML model developers
Frontend developers (who have to incorporate the data

What are we planning to do about it?

[ ] Use FastAPI to create the routes/endpoints
[ ] Use Scikit-learn to do the classifications

How will we measure success?

An ML-driven replay analysis (partial or full) can be retrieved from the service
The service is connected to the rest of the platform through GraphQL