Add Averaging Neural Operator with tests and a tutorial (#230)
* add Averaging Neural Operator with tests * add backward test * minor changes * doc addition --------- Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
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@@ -56,6 +56,7 @@ Models
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MIONet <models/mionet.rst>
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FourierIntegralKernel <models/fourier_kernel.rst>
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FNO <models/fno.rst>
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AveragingNeuralOperator <models/avno.rst>
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Layers
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-------------
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@@ -67,10 +68,10 @@ Layers
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EnhancedLinear layer <layers/enhanced_linear.rst>
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Spectral convolution <layers/spectral.rst>
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Fourier layers <layers/fourier.rst>
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Averaging layer <layers/avno_layer.rst>
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Continuous convolution <layers/convolution.rst>
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Proper Orthogonal Decomposition <layers/pod.rst>
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Periodic Boundary Condition embeddings <layers/embedding.rst>
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Equations and Operators
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-------------------------
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