TauOpt TauOpt TauOpt
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Start here

  • Hosted beta: getting started
  • TauOpt quickstart

How-to guides

  • Install TauOpt
  • Run against the hosted service
  • Use the MCP server
  • Optimize multiple metrics
  • Add constraints
  • Run parallel workers
  • Use conditional parameters
  • Report failures and noise
  • Request multiple solutions
  • Pin a strategy and seed
  • Replay a suggestion
  • Archive experiments
  • Use duplicate intents
  • Run the benchmark suite

Reference

  • TauOpt Python API reference
  • Python modules
    • tauopt.engine
      • tauopt.engine.strategies
        • tauopt.engine.strategies.ucb_cl
        • tauopt.engine.strategies.random_
        • tauopt.engine.strategies.gp_ei
        • tauopt.engine.strategies.base
        • tauopt.engine.strategies.gp_nehvi
        • tauopt.engine.strategies.registry
        • tauopt.engine.strategies.sobol
      • tauopt.engine.policy
        • tauopt.engine.policy.default
        • tauopt.engine.policy.base
      • tauopt.engine.provenance
      • tauopt.engine.config
      • tauopt.engine.state
      • tauopt.engine.ask
      • tauopt.engine.space
    • tauopt.models
    • tauopt.local
    • tauopt.client
  • Exceptions module
  • TauOpt REST API reference
  • tauopt-bench CLI reference
  • MCP tools reference
  • Strategies and configuration reference
  • Errors reference
  • Troubleshooting
  • Changelog

Explanation

  • Experiments and the ask loop
  • Parameters and search spaces
  • Metrics and objectives
  • Suggestions and observations
  • Strategies and the never-fail ladder
  • Policies
  • Provenance and determinism
  • Dedup and completion
  • Limits and when not to use TauOpt
  • The benchmark suite

Examples

  • Examples
  • TauOpt quickstart: Branin, locally then hosted

On this page

  • Submodules
  1. TauOpt /
  2. tauopt /
  3. tauopt.engine /
  4. tauopt.engine.policy

tauopt.engine.policy#

Policy routing package: experiment state -> per-ask optimizer config.

Re-exports the Policy protocol and policy_id from base, plus the open DefaultPolicyV1 and the never-fail FALLBACK_LADDER from default.

Submodules#

  • tauopt.engine.policy.default
  • tauopt.engine.policy.base
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