Covid-19 Predictor

@NishkarshRaj @krannaut @rishabhnegi22 @megharawat3

Create the Model from Scratch

See Metrics of the Model

Perform Prediction with Trained Model

Seldon Rest API

Do it Yourself: ModelDB x MLflow Workflow for End-to-End MLOps Pipeline

Tools

AIOps Pipeline

Plan of Action

Backlog

Create GitHub Repository
Build Covid Predictor Model using PyTorch
Implement Predictor for the Model
Implement Model Metrics Detector
Expose the Predictor as Rest Endpoint using Seldon
Create a ModelDB x MLflow AIOps Pipeline for onboarding the model

References

License

Open Source under MIT License