ndem0
14dfa62402
🎨 Format Python code with psf/black
2024-04-02 09:25:30 +01:00
Dario Coscia
766856494a
Low Rank Neural Operator ( #270 )
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* add the Low Rank Neural Operator as Model
* add the Low Rank Layer as Layer
* adding tests
* adding doc
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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local >
Co-authored-by: Nicola Demo <demo.nicola@gmail.com >
2024-04-02 10:24:23 +02:00
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
ndem0
c2529d325a
🎨 Format Python code with psf/black
2024-02-22 17:06:25 +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
ndem0
cbb43a5392
🎨 Format Python code with psf/black
2024-02-09 15:11:51 +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
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
Nicola Demo
b6c88bb756
fix codacy issues ( #40 )
2022-11-29 16:43:00 +01:00
Dario Coscia
bb1efe44bc
full compatibility with torch models
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* Network class added
* adding tests for Network class
2022-11-08 12:11:58 +01:00
Your Name
6b001c6c53
use LabelTensor, fix minor, docs
2022-03-29 18:05:26 +02:00
Your Name
1483746b45
version 0.0.1
2022-02-11 16:44:37 +01:00
