Tools for writing adaptive plans

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  • License: BSD (3-clause)
  • Author: NSLS-II
  • Requires: Python >=3.7
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Project description

Build Status Latest PyPI version BSD 3-Clause License

Tools for writing adaptive plans

Features

  • Adaptive harness for lockstep agents to interact with the RunEngine.

  • Base classes for developing distributed agents to interact with the RunEngine Manager through Queue Server.

  • Example agents using optional requirements (BoTorch, GPyTorch, Scikit Learn).

  • Server for running managed agents with a FAST API.

  • Adjudicators for acting as meta-agents that consume suggestions from many agents and gatekeep the Queue Server.

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