Meta modeling
=============

General purpose metamodels
--------------------------

.. toctree::
    :maxdepth: 1

    create_linear_least_squares_model.ipynb
    taylor_approximation.ipynb
    expert_mixture.ipynb
    linear_model.ipynb
    general_linear_model.ipynb

Polynomial chaos metamodel
--------------------------

.. toctree::
    :maxdepth: 1

    chaos_ishigami.ipynb
    chaos_cantilever_beam_integration.ipynb
    functional_chaos.ipynb
    functional_chaos_advanced_ctors.ipynb
    functional_chaos_exploitation.ipynb
    functional_chaos_database.ipynb
    chaos_ishigami_grouped_indices.ipynb
    chaos_build_distribution.ipynb
    functional_chaos_graphs.ipynb
    chaos_draw_validation.ipynb

Kriging metamodel
-----------------

.. toctree::
    :maxdepth: 1

    kriging_cantilever_beam.ipynb
    kriging_beam_trend.ipynb
    kriging.ipynb
    kriging_1D.ipynb
    kriging_simulate.ipynb
    kriging_sequential.ipynb
    kriging_advanced.ipynb
    kriging_beam_arbitrary_trend.ipynb
    kriging_hyperparameters_optimization.ipynb

Fields metamodels
-----------------

.. toctree::
    :maxdepth: 1

    fieldfunction_metamodel.ipynb
    viscous_fall_metamodel.ipynb

