.. _formulations:

Neural Network Formulations
=============================

Base Formulation 
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.. autoclass:: omlt.formulation._PyomoFormulation
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Provided Formulations
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.. autoclass:: omlt.neuralnet.nn_formulation.FullSpaceNNFormulation
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.. autoclass:: omlt.neuralnet.nn_formulation.ReducedSpaceNNFormulation
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.. autoclass:: omlt.neuralnet.nn_formulation.FullSpaceSmoothNNFormulation
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.. autoclass:: omlt.neuralnet.nn_formulation.ReducedSpaceSmoothNNFormulation
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.. autoclass:: omlt.neuralnet.nn_formulation.ReluBigMFormulation
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.. autoclass:: omlt.neuralnet.nn_formulation.ReluComplementarityFormulation
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.. autoclass:: omlt.neuralnet.nn_formulation.ReluPartitionFormulation
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