Dario Coscia
98f7694d6f
tut10
2024-03-20 14:18:50 +01:00
guglielmopadula
43f69242ab
Add Averaging Neural Operator with tests and a tutorial ( #230 )
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* add Averaging Neural Operator with tests
* add backward test
* minor changes
* doc addition
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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local >
2024-03-05 12:30:53 +01:00
Dario Coscia
e516e779f9
Unifying integral kernel NO architectures ( #239 )
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* Unify integral kernel NO architectures with NeuralKernelOperator
* Implement FNO based on NeuralKernelOperator
* modify doc for FNO and add for FourierIntegralKernel, NeuralKernelOperator
* adding tests
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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local >
Co-authored-by: Dario Coscia <dariocoscia@dhcp-015.eduroam.sissa.it >
2024-02-21 11:15:40 +01:00
cyberguli
eb1af0b50e
add models and layers backward test
2024-02-21 09:46:42 +01:00
Dario Coscia
a9f14ac323
fix bug network
2023-11-17 09:51:29 +01:00
Dario Coscia
8b7b61b3bd
Documentation for v0.1 version ( #199 )
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* Adding Equations, solving typos
* improve _code.rst
* the team rst and restuctore index.rst
* fixing errors
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Co-authored-by: Dario Coscia <dariocoscia@dhcp-015.eduroam.sissa.it >
2023-11-17 09:51:29 +01:00
Dario Coscia
5a4c114d48
variable name fix FeedForward model
2023-11-17 09:51:29 +01:00
Dario Coscia
17464ceca9
New Residual Model and Fix relative import
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* Adding Residual MLP
* Adding test Residual MLP
* Modified relative import Continuous Conv
2023-11-17 09:51:29 +01:00
Dario Coscia
ba7371f350
MIONet addition and DeepONet modification.
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* Create MIONet base class
* DeepONet inherits from MIONet
2023-11-17 09:51:29 +01:00
Dario Coscia
603f56d264
Neural Operator fix and addition
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* Building FNO for 1D/2D/3D data
* Fixing bug in trunk/branch net in DeepONEt
* Fixing type check bug in spectral conv
* Adding tests for FNO
* Fixing bug in Fourier Layer (conv1d/2d/3d)
2023-11-17 09:51:29 +01:00
Dario Coscia
190ee0561d
minor fixes deeponet, remove LabelTensor import
2023-11-17 09:51:29 +01:00
Dario Coscia
b029f18c49
DeepOnet implementation, LabelTensor modification
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* Implementing standard DeepOnet (trunk/branch net)
* Implementing multiple reduction/ average techniques
* Small change LabelTensor __getitem__ for handling list
2023-11-17 09:51:29 +01:00
Dario Coscia
15ecaacb7c
Layers and Models update PR
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* add residual block
* add test conv and residual block
* modify FFN kwargs
2023-11-17 09:51:29 +01:00
Dario Coscia
63fd068988
Lightining update ( #104 )
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* multiple functions for version 0.0
* lightining update
* minor changes
* data pinn loss added
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Co-authored-by: Nicola Demo <demo.nicola@gmail.com >
Co-authored-by: Dario Coscia <dariocoscia@cli-10-110-3-125.WIFIeduroamSTUD.units.it >
Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.station >
Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local >
Co-authored-by: Dario Coscia <dariocoscia@192.168 .1.38>
2023-11-17 09:51:29 +01:00
Dario Coscia
be11110bb2
fnn update, pinn torch models, tests update. ( #88 )
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* fnn update, remove labeltensors
* allow custom torch models
* updating tests
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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local >
Co-authored-by: Dario Coscia <dariocoscia@dhcp-031.eduroam.sissa.it >
2023-11-17 09:51:29 +01:00
