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PyBADS

  • Installation
  • Getting started
  • Examples
    • PyBADS Example 1: Basic usage
    • PyBADS Example 2: Non-box constraints
    • PyBADS Example 3: Noisy objective function
    • PyBADS Example 4: Noisy objective with user-provided noise estimates
    • PyBADS Example 5: Extended usage
  • Documentation
    • BADS
    • OptimizeResult
    • BADS options
    • Advanced documentation
      • Classes
        • BADS
        • FunctionLogger
        • IterationHistory
        • OptimizeResult
        • Options
        • VariableTransformer
        • Timer
      • Functions
        • Acquisition Functions
        • Decorators
        • get_hpd
      • BADS options
  • Instructions for developers and contributors
  • About us
  • Repository
  • Suggest edit
  • Open issue
  • .rst

Examples

Examples#

Various features and use-cases are shown in the examples below. The corresponding Jupyter Notebooks are available here, and as plain scripts here.

  • PyBADS Example 1: Basic usage
  • PyBADS Example 2: Non-box constraints
  • PyBADS Example 3: Noisy objective function
  • PyBADS Example 4: Noisy objective with user-provided noise estimates
  • PyBADS Example 5: Extended usage

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Getting started

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PyBADS Example 1: Basic usage

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© Copyright 2022, Machine and Human Intelligence research group (PI: Luigi Acerbi, University of Helsinki).