mlguardian 0.1.0

MLGuardian Agent SDK - Monitor and send telemetry from your ML models.

MLGuardian Agent

MLGuardian Agent SDK lets you monitor ML models by capturing telemetry (latency, input/output shapes) and sending it to an MLGuardian core endpoint.

Key features

• Easy wrapper MonitoredModel — wrap any model with .predict().
• Non-blocking background batching and retrying sender.
• Function decorator monitor_function(mm, name) to monitor arbitrary functions.
• Configurable sampling, batch sizes, retries via environment variables or constructor args.

Install

pip install mlguardian