damast.integrations

damast.integrations#

Integrations with external tools (e.g. experiment trackers) that are not required for damast’s core functionality and pull in their own optional dependencies.

Modules

mlflow_tracker

MLflow backend for damast.integrations.tracking.ExperimentTracker.

tracking

Backend-agnostic interface for reporting pipeline runs to an experiment tracker (e.g. MLflow, W&B): the "metadata contract" (units, value ranges, computed statistics) alongside per-step timing, for audit trails of scientific runs.