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HOW-TO GUIDES

• 3-step approach
• Onboard your model
  • Create a project
  • Create placeholder model
  • Load inference data & ground truth
• Monitor your model
  • Create a segment
  • Create a policy
  • View policy dashboard
• Perform Root Cause Analysis
  • Hotspot analysis
  • Performance drift
• Advanced usage
  • Explainability — feature importance
  • Model comparison

TUTORIALS

• Explore sample taxi fare model
• Create sample model with SDK
• Extend sample model with SDK

DEPLOY VIANOPS

• CLI Install
  • Create a cluster
  • Install VIANOPS tarball
  • Clone to private registry

MODEL TYPES

• Binary classification for tabular data
• Regression for tabular data
• Computer vision model
• Large language model

REFERENCE

• Glossary
• Metrics
• APIs
  • Alerts (APIs)
  • Data profiling (APIs)
  • Feature drift (APIs)
  • Prediction drift (APIs)
  • Performance drift (APIs)
  • External connections (APIs)
  • Feature importance (APIs)
  • Ground truth (APIs)
  • Inference mapping (APIs)
  • Inference tracking (APIs)
  • Model comparison (APIs)
  • Notifications (APIs)
  • Policies (APIs)
  • Projects (APIs)
  • Root cause analysis (APIs)
  • Segments (APIs)
• Notebooks