Expand description
Machine learning and AutoML configuration for monitoring.
Structs§
- Alert
Thresholds - Alert thresholds
- Artifact
Storage Config - Artifact storage configuration
- Auth
Config - Authentication configuration
- AutoML
Config - AutoML configuration for monitoring optimization
- AutoML
Cross Validation Config - AutoML cross-validation configuration
- Compression
Config - Compression configuration
- Data
Drift Config - Data drift configuration
- Early
Stopping Config - Early stopping configuration
- Hyperparameter
Optimization Config - Hyperparameter optimization configuration
- Metadata
Config - Metadata configuration
- Metadata
Field - Metadata field
- Model
Alert Config - Model alert configuration
- Model
Deployment Config - Model deployment configuration
- Model
Drift Config - Model drift configuration
- Model
Monitoring Config - Model monitoring configuration
- Model
Registry Config - Model registry configuration
- Model
Selection Config - Model selection configuration
- Optimization
Budget - Optimization budget
- Parameter
Constraint - Parameter constraint
- Parameter
Definition - Parameter definition
- Performance
Monitoring Config - Performance monitoring configuration
- Performance
Thresholds - Performance thresholds
- Registry
Connection - Registry connection
- Resource
Limits - Resource limits
- Rollback
Config - Rollback configuration
- Search
Space Config - Search space configuration
- Versioning
Config - Versioning configuration
Enums§
- Auth
Method - Authentication methods
- AutoML
Task - AutoML tasks
- Compression
Algorithm - Compression algorithms
- Constraint
Type - Constraint types
- Cross
Validation Method - Cross-validation methods
- Deployment
Strategy - Deployment strategies
- Drift
Detection Method - Drift detection methods
- Evaluation
Metric - Evaluation metrics
- Metadata
Field Type - Metadata field types
- Model
Alert Type - Model alert types
- Model
Family - Model families
- Optimization
Method - Optimization methods
- Parameter
Type - Parameter types
- Performance
Metric - Performance metrics
- Registry
Type - Registry types
- Retrain
Trigger - Retrain triggers
- Rollback
Strategy - Rollback strategies
- Rollback
Trigger - Rollback triggers
- Selection
Criterion - Selection criteria
- Storage
Backend - Storage backends
- Version
Scheme - Version schemes