Unifying integral kernel NO architectures #239
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dario-coscia
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Feb 9, 2024
dario-coscia
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- Unifying integral kernel NO architectures with BaseNO (maybe rename better)
- Implement FNO based on BaseNO
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Everything fine to me, please just fix the Codacy issues (https://app.codacy.com/gh/mathLab/PINA/pullRequest?prid=13602959) |
ndem0
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Feb 16, 2024
pina/model/fno.py
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| :param input_numb_fields: Number of input fields. | ||
| :type input_numb_fields: int | ||
| :param output_numb_fields: Number of output fields. | ||
| :type output_numb_fields: int | ||
| :param n_modes: Number of modes. | ||
| :type n_modes: int or list[int] | ||
| :param dimensions: Number of dimensions (1, 2, or 3). | ||
| :type dimensions: int | ||
| :param padding: Padding size, defaults to 8. | ||
| :type padding: int | ||
| :param padding_type: Type of padding, defaults to "constant". | ||
| :type padding_type: str | ||
| :param inner_size: Inner size, defaults to 20. | ||
| :type inner_size: int | ||
| :param n_layers: Number of layers, defaults to 2. | ||
| :type n_layers: int | ||
| :param func: Activation function, defaults to nn.Tanh. | ||
| :type func: torch.nn.Module | ||
| :param layers: List of layer sizes, defaults to None. | ||
| :type layers: list[int] |
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for primitive type, use the compact form
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I tried to address as many as I could. The ones remaining are either not solvable (too many arguments in the input) or I do not know how to avoid triggering the codacy error (for example the forward pass one...). Also, I think the test failing on windows is due to the fact that some packages are not correctly installed when using windows... |
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Yes, just rebase conflicts after #243 and we're done! |
… it better) * Implement FNO based on BaseNO
* modify doc for FNO and adding for FourierIntegralKernel, NeuralKernelOperator * adding tests
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Should be done! |
AleDinve
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Mar 4, 2024
* Unify integral kernel NO architectures with NeuralKernelOperator * Implement FNO based on NeuralKernelOperator * modify doc for FNO and add for FourierIntegralKernel, NeuralKernelOperator * adding tests --------- Co-authored-by: Dario Coscia <[email protected]> Co-authored-by: Dario Coscia <[email protected]>
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Mar 12, 2025
* Unify integral kernel NO architectures with NeuralKernelOperator * Implement FNO based on NeuralKernelOperator * modify doc for FNO and add for FourierIntegralKernel, NeuralKernelOperator * adding tests --------- Co-authored-by: Dario Coscia <[email protected]> Co-authored-by: Dario Coscia <[email protected]>
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Apr 17, 2025
* Unify integral kernel NO architectures with NeuralKernelOperator * Implement FNO based on NeuralKernelOperator * modify doc for FNO and add for FourierIntegralKernel, NeuralKernelOperator * adding tests --------- Co-authored-by: Dario Coscia <[email protected]> Co-authored-by: Dario Coscia <[email protected]>
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