Seldon

Seldon Drift Detection API

Seldon integrates Alibi-Detect drift detection models that can be deployed as standard Seldon models, providing REST endpoints for monitoring incoming request distribution against reference training data distributions. Drift detectors are configured and managed via the Seldon Core 2 deployment API and expose detection results through standard inference endpoints.

GitHub

Documentation

📖
Documentation
https://docs.seldon.ai/seldon-core-2/user-guide/data-science-monitoring/drift

API entry from apis.yml

apis.yml Raw ↑ 
aid: seldon:seldon-drift-detection-api
name: Seldon Drift Detection API
description: 'Seldon integrates Alibi-Detect drift detection models that can be deployed as standard Seldon
  models, providing REST endpoints for monitoring incoming request distribution against reference training
  data distributions. Drift detectors are configured and managed via the Seldon Core 2 deployment API
  and expose detection results through standard inference endpoints.

  '
image: https://kinlane-productions.s3.amazonaws.com/apis-json/apis-json-logo.jpg
humanURL: https://docs.seldon.ai/seldon-core-2/user-guide/data-science-monitoring/drift
baseURL: https://docs.seldon.ai
tags:
- Drift Detection
- Monitoring
- Alibi-Detect
properties:
- type: Documentation
  url: https://docs.seldon.ai/seldon-core-2/user-guide/data-science-monitoring/drift