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We want to monitor ML pipelines to see when things might be going wrong. We need a way to encode "SLAs" into mltrace, then monitor outputs and metrics to make sure SLAs are met.
To Dos:
Logging
Add 2 new tables (outputs, feedback) that stores ts, key, val, identifiers/labels, indexed on ts, key
We want to monitor ML pipelines to see when things might be going wrong. We need a way to encode "SLAs" into mltrace, then monitor outputs and metrics to make sure SLAs are met.
To Dos:
Logging
Querying
Interface
log_pred
,log_true
andcompute_metric
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