Observers

Observer interface

set_observer(obs[, key])	Set the global observer at key
get_observer([key])	Get the global observer at key
observe(*args, **kwargs)	call observe on the root observer
increment(*args, **kwargs)	call increment on the root observer
param(*args, **kwargs)	call param on the root observer
timer(*args, **kwargs)	call timer on the root observer
Observer()	Observer base class for recording metrics
Observer.observe(name, value, **kwargs)	Observe a metric value

Ray implementations

RayActorWrappedObserver(cls, *args, **kwargs)	Create actor from another observer
RayMetricsObserver()	Observer implemented using ray metrics

Aim implementations

AimObserver([run])

Aim-based observer

Mlflow implementations

MlflowObserver([run, experiment, tracking_uri])

Mlflow-based observer