Wallaroo Model Observability: Anomaly Detection
How to detect anomalous model inputs or outputs using the CCFraud model as an example.
Observability Tutorials
The following tutorials focus on Wallaroo observability features including model drift and anomaly detection.
Wallaroo Model Observability: Dashboard Metrics for Classification Models
How to retrieve metrics for inference performance from Wallaroo.
Wallaroo Model Observability: Dashboard Metrics for Summarization Models
How to retrieve metrics for inference performance from Wallaroo.
Model Observability with Assays
How to use Wallaroo Assays to monitor the environment and know when to retrain the model based on changes to data.