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  • Welcome to SigOpt!
    • SigOpt API Modules
    • Main Concepts
      • Define and Set Up Parameter Space
      • Define and Set Up Metric Space
      • Alternative Experiment Types
  • Advanced Experimentation
    • Multimetric Optimization
    • Metric Thresholds
    • Metric Constraints
    • Metric Failure
    • All Constraints Experiment
    • Multisolution
    • Parallelism
    • Parameter Constraints
    • Prior Beliefs
    • Multitask Experiments
  • Core Module API References
    • Installation and Setup
    • Quick Start
    • API Topics
      • API Tokens and Authentication
      • API Errors
      • Manage Open Suggestions
      • Metadata
      • Pagination
    • API Endpoints
      • Client Detail
      • Experiment Best Assignments
      • Experiment Create
      • Experiment Delete
      • Experiment Detail
      • Experiment Metric Importances
      • Experiment Stopping Criteria
      • Experiment Update
      • Observation Create
      • Observation Batch Create
      • Observation Delete
      • Observation Detail
      • Observation List Delete
      • Observation List
      • Observation Update
      • Queued Suggestion Create
      • Queued Suggestion Delete
      • Queued Suggestion Detail
      • Queued Suggestion List
      • Suggestion Create
      • Suggestion Delete
      • Suggestion Detail
      • Suggestion List Delete
      • Suggestion List
      • Experiment Token Create
      • Organization Detail
      • Suggestion Update
    • API Objects
      • Assignments Object
      • Best Assignments Object
      • Bounds Object
      • Categorical Value Object
      • Client Object
      • Conditional Object
      • Conditions Object
      • Constraint Term Object
      • Experiment Object
      • Metadata Object
      • Metric Object
      • Metric Evaluation Object
      • Metric Importances Object
      • Observation Object
      • Organization Object
      • Pagination Object
      • Parameter Object
      • Parameter Constraint Object
      • Plan Object
      • Plan Period Object
      • Plan Rules Object
      • Prior Object
      • Progress Object
      • Queued Suggestion Object
      • Stopping Criteria Object
      • Suggestion Object
      • Token Object
  • AI MODULE API REFERENCES
    • Installation and Setup
    • Quick Start Tutorials
      • Run Tutorial
      • Project Tutorial
      • AI Experiment and Optimization Tutorial
    • Tracking Your Training Runs
      • Set Up for Example Code
      • Record SigOpt Runs in Jupyter
      • Record SigOpt Runs with Python IDE and SigOpt CLI
      • Record SigOpt Runs with Python IDE
      • View and Analyze the Recorded SigOpt Run
      • Enable Optimization for your SigOpt Runs
    • AI Experiments
      • AI Experiment Set Up
    • Bring Your Own Optimizer
    • XGBoost Integration
      • Installation
      • Tracking XGBoost Training
      • Tuning XGBoost Models
    • HyperOpt
      • Installation
      • User Case
      • API
    • SigOpt Orchestrate
      • Install SigOpt Orchestrate
      • Orchestrate a Tracked Training Run
      • Orchestrate an AI Experiment
      • AWS Cluster Create and Manage
      • SigOpt: Bring Your Own Cluster
      • Dockerfile: Define Your Environment
      • Debugging
      • CLI Reference
    • API Reference
      • Manually create a SigOpt Run
      • Tracking a Run
      • AI Experiment Client Calls
      • Project Client Calls
      • Objects
        • Training Run Object
        • AI Experiment Object
        • Parameter Object
        • Metric Object
      • SigOpt CLI Commands
      • Orchestrate CLI Commands
  • Support
    • Support
    • FAQ
    • Best Practices
      • Setting an experiment budget
      • Reproducibility in SigOpt
      • Uploading data as a Training Run artifact
      • Navigating multiple metrics
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