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blop 0.7.5 documentation
blop 0.7.5 documentation
  • Installation instructions
  • Usage
    • Objectives
    • Degrees of freedom (DOFs)
    • Agent
  • Tutorials
    • Introduction (Himmelblau’s function)
    • Hyperparameters
    • Multiobjective optimization with Pareto front mapping
    • Passive degrees of freedom
    • KB Mirrors
    • XRT Blop Demo
    • Simulated KB Mirror Demo using Ax and Blop
  • Release History
  • Minimum Version of Python and NumPy
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Tutorials¶

  • Introduction (Himmelblau’s function)
  • Hyperparameters
  • Multiobjective optimization with Pareto front mapping
  • Passive degrees of freedom
  • KB Mirrors
  • XRT Blop Demo
  • Simulated KB Mirror Demo using Ax and Blop
    • Preparing a test environment
    • Simulated beamline with KB mirror pair
    • Create a Blop-Ax experiment
    • Create an evaluation function
    • Create an evaluator
    • Optimize!
    • Analyze Results
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Introduction (Himmelblau’s function)
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Agent
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