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Contents:

  • Introduction
  • Install and Uninstall
  • Basic Usage
  • Example of Main Script
  • IvoryOS Interface
  • AI Tool Modules
  • API Reference
  • References
NIMO
  • Welcome to NIMO’s documentation!

Welcome to NIMO’s documentation!

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Contents:

  • Introduction
    • What is NIMO?
    • Citation
    • Main developers
    • License
  • Install and Uninstall
    • Install
    • Uninstall
  • Basic Usage
    • Tutorial
    • Import
    • Definition of parameters
    • Preparation of candidates file
    • Proposals file by exploration algorithm
    • Execution of exploration algorithm
    • Creation of input files for robotic experiments and execution of robotic experiments
    • Analysis of results by robotic experiments and update of candidates files
    • Storing and updating results history
    • Visualization of results
    • Usage of original module
    • Write the objective function values to the candidates file
    • Storing Proposed Experimental Conditions as a Python List
  • Example of Main Script
    • Bayesian optimization
    • Boundless objective-free exploration
    • Phase diagram construction
    • Usage of original modules
  • IvoryOS Interface
    • Installation
    • Launching the Interface
    • Designing a Workflow
    • Running the Experiment Plan
    • Known Issues
  • AI Tool Modules
    • BLOX: Boundless Objective-Free Exploration
    • BOMP: Bayesian Optimization with Material Process
    • COMBI: Composition-Spread Exploration
    • DOE: Design of Experiments
    • ES: Exhaustive Search
    • NTS: Nested Thompson Sampling
    • PDC: Phase Diagram Construction
    • PHYSBO: Bayesian Optimization
    • PTR: Probability of Target Range
    • RE: Random Exploration
    • RSVM: Ranking Support Vector Machine
  • API Reference
    • nimo package
    • nimo.ai_tools package
    • nimo.input_tools package
    • nimo.output_tools package
    • nimo.visualization package
  • References
    • PHYSBO
    • BLOX
    • PDC
    • NAREE
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