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MMGP pipelines-4fbeca0 documentation
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MMGP pipelines-4fbeca0 documentation

Introduction

  • MMGP Paper

Getting started

  • Install guide

API Documentation

  • Autoapi
    • mmgp
      • mmgp.FE_utils
      • mmgp.backends
        • mmgp.backends.gpjax
        • mmgp.backends.gpy
        • mmgp.backends.scikit_learn
      • mmgp.dimensionality_reduction
      • mmgp.morphing
      • mmgp.pipelines
        • mmgp.pipelines.mmgp_blocks
      • mmgp.postprocessing
      • mmgp.preprocessing
      • mmgp.processing
      • mmgp.regressor
      • mmgp.utils
  • Examples
    • Simple workflow
    • Tensile2d
    • Pipeline Examples

Citation

  • How to Cite
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Examples¶

You can find here detailed examples of MMGP’s use, some presented in jupyter notebooks.

  • Simple workflow
    • 1. Load configuration
    • 2. Preprocess database
    • 3. Train
    • 4. Infer
    • 5. Compute metrics
    • 6. Export predictions
  • Tensile2d
  • Pipeline Examples
    • 📦 Imports
    • 🚀 MMGP for U1 field prediction of Tensile2d dataset
    • 📥 Load Dataset
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Simple workflow
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