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prio-data / views_pipeline

VIEWS forecasting pipeline for monthly prediction runs. Includes MLops and QA for all models/ensembles.
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Drift detection all models #130

Closed jimdale closed 2 weeks ago

jimdale commented 2 weeks ago

Please check carefully - had to resolve a hell of a lot of merge conflicts.

Drift detection self-test added as a new argument to models' main.py. Orchestration now executes drift-detection self-test for the first model in the loop only.

Drift detection is now enabled for all models and output is logged to a separate wandb run, so each call to get_data is now encapsulated by its own with wandb.init()....wandb.finish().