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Author SHA1 Message Date
Dario Coscia
0d38de5afe update plotter 2023-11-17 09:51:29 +01:00
Dario Coscia
934ae409ff adding possibility to pass empty list in the solver 2023-11-17 09:51:29 +01:00
Dario Coscia
09d013e8fc adding test supervised solver 2023-11-17 09:51:29 +01:00
Dario Coscia
c90301c204 Network handles forward for all solvers 2023-11-17 09:51:29 +01:00
Dario Coscia
4844640727 fix Supervised/PINN solvers forward + fix tut5 2023-11-17 09:51:29 +01:00
Dario Coscia
4977d55507 Update README.md 2023-11-17 09:51:29 +01:00
Dario Coscia
8b7b61b3bd Documentation for v0.1 version (#199) 
* 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
3f9305d475 Solvers logging (#202) 
* Modifying solvers to log every epoch correctly
* add `on_epoch` flag to logger
* fix bug in `pinn.py` `pts -> samples` in `_loss_phys`
* add `optimizer_zero_grad()` in garom generator training loop
* modify imports in `callbacks.py`
* fixing tests

---------

Co-authored-by: Dario Coscia <dariocoscia@dhcp-015.eduroam.sissa.it>
 2023-11-17 09:51:29 +01:00
Nicola Demo
d654259428 add dataset and dataloader for sample points (#195) 
* add dataset and dataloader for sample points
* unittests
 2023-11-17 09:51:29 +01:00
Dario Coscia
cd5bc9a558 Label Tensor update (#188) 
* Update test_label_tensor.py
* adding test

---------

Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
 2023-11-17 09:51:29 +01:00
Dario Coscia
d556c592e0 modify tutorials for plotter compatibility 2023-11-17 09:51:29 +01:00
Dario Coscia
5336f36f08 update plot_samples, plot methods 2023-11-17 09:51:29 +01:00
Dario Coscia
8cb4df13f0 plot_loss update 2023-11-17 09:51:29 +01:00
Dario Coscia
ead952da6f solving dimensions issue 2023-11-17 09:51:29 +01:00
Nicola Demo
7424ce15bd Revert "Added 'sample_surface' parameter to CartesianDomain (#190)" 
This reverts commit a2ea9ff5ec564b54bc73b5200712661c2e5dcbf6.
 2023-11-17 09:51:29 +01:00
Nicola Demo
8480fd1b2e Update meta.py 2023-11-17 09:51:29 +01:00
Ben Volokh
da38b6456a Added 'sample_surface' parameter to CartesianDomain (#190) 
* Added 'sample_surface' parameter to CartesianDomain
* Changed comments from 'Span' to 'CartesianDomain'
 2023-11-17 09:51:29 +01:00
Dario Coscia
dab5595ee6 Fix typo docs 2023-11-17 09:51:29 +01:00
Nicola Demo
0c8072274e Tutorials and Doc (#191) 
* Tutorial doc update
* update doc tutorial
* doc not compiling

---------

Co-authored-by: Dario Coscia <dcoscia@euclide.maths.sissa.it>
Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
 2023-11-17 09:51:29 +01:00
Nicola Demo
ac829aece9 Geometries tutorial (#187) 
Co-authored-by: Kush <54781152+SpartaKushK@users.noreply.github.com>
 2023-11-17 09:51:29 +01:00
Nicola Demo
32ff5de1f4 tutorial validation (#185) 
Co-authored-by: Ben Volokh <89551265+benv123@users.noreply.github.com>
 2023-11-17 09:51:29 +01:00
Dario Coscia
2e2fe93458 GAROM solver loss update 
Changing from `LpLoss` to `PowerLoss`
 2023-11-17 09:51:29 +01:00
Dario Coscia
80b4b43460 GAROM loggers (#181) 
* adding loggers for GAROM solver

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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
 2023-11-17 09:51:29 +01:00
Dario Coscia
cc3332b519 Loss Fixing #182 (#184) 
* fix doc loss + adding PowerLoss
* adding loss tests folder

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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
 2023-11-17 09:51:29 +01:00
Dario Coscia
4850b0045d Solving #179 Simplex Domain Bug (#180) 
* simplex bug solved
---------

Co-authored-by: Dario Coscia <dariocoscia@dhcp-235.eduroam.sissa.it>
 2023-11-17 09:51:29 +01:00
Dario Coscia
a9b1bd2826 Tutorials v0.1 (#178) 
Tutorial update and small fixes

* Tutorials update + Tutorial FNO
* Create a metric tracker callback
* Update PINN for logging
* Update plotter for plotting
* Small fix LabelTensor
* Small fix FNO

---------

Co-authored-by: Dario Coscia <dariocoscia@cli-10-110-13-250.WIFIeduroamSTUD.units.it>
Co-authored-by: Dario Coscia <dariocoscia@dhcp-176.eduroam.sissa.it>
 2023-11-17 09:51:29 +01:00
Dario Coscia
939353f517 adding trainer solver property decorator 2023-11-17 09:51:29 +01:00
Dario Coscia
1936133ad5 minor fix 2023-11-17 09:51:29 +01:00
Dario Coscia
4d1187898f Adaptive Refinment and Multiple Optimizer callbacks 
* Implementing a callback to switch between optimizers during training
* Implementing the R3Refinment for collocation points
* Modify trainer -> dataloader is created or updated by calling `_create_or_update_loader`
* Adding `add_points` routine to AbstractProblem so that new points can be added without resampling from scratch
 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 
* 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. 
* Create MIONet base class
* DeepONet inherits from MIONet
 2023-11-17 09:51:29 +01:00
Dario Coscia
603f56d264 Neural Operator fix and addition 
* 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
83ecdb0eab Fourier Block and minor fixes 
* Adding fourier block 1d/2d/3d
* Adding docs to SpectralConvBlock1D/2D/3D and to FourierBlock1D/2D/3D
* Adding tests for fourier block
 2023-11-17 09:51:29 +01:00
Dario Coscia
2bf42d5fea rm logs 2023-11-17 09:51:29 +01:00
Dario Coscia
b7f9694cb9 Spectral Convolution Addition 
* Implementing 1D/2D/3D spectral conv
* Implementing tests for 1D/2D/3d spectral conv
 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
3a7fc63760 doc string update multifeedforward 2023-11-17 09:51:29 +01:00
Dario Coscia
b029f18c49 DeepOnet implementation, LabelTensor modification 
* 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 
* add residual block
* add test conv and residual block
* modify FFN kwargs
 2023-11-17 09:51:29 +01:00
Nicola Demo
8c16e27ae4 Update test_pinn.py 2023-11-17 09:51:29 +01:00
Nicola Demo
e84def3bf9 Trainer train simplified, tests for load (#168) 
- the arguments of Trainer.train now are passed to the fit
- unittest for load/restoring from checkpoint
 2023-11-17 09:51:29 +01:00
SpartaKushK
de0c3fca82 span -> CartesianDomain 2023-11-17 09:51:29 +01:00
SpartaKushK
625a77c0d5 Codacy Small Bug Fixes: 
- cleaned up imports
- cleaned up some code
- added docstrings
 2023-11-17 09:51:29 +01:00
Nicola Demo
bd88e24174 fix slicing for LabelTensor (#167) 
* fix slicing for LabelTensor
* Update testing_pr.yml for solving python3.1 error
 2023-11-17 09:51:29 +01:00
Nicola Demo
ba0b9760ac Update setup.py 2023-11-17 09:51:29 +01:00
Pasquale Africa
6c627c70e3 Rename nabla -> laplacian 2023-11-17 09:51:29 +01:00
Dario Coscia
92e0e4920b CPU/GPU/TPU training (#159) 
* device training

---------

Co-authored-by: Dario Coscia <dcoscia@lovelace.maths.sissa.it>
Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
 2023-11-17 09:51:29 +01:00
Ben Volokh
38ecebd44b Simplex Domain (#152) 
* add Simplex Domain 
* unittests for Simplex
* docs update

---------

Co-authored-by: Dario Coscia <93731561+dario-coscia@users.noreply.github.com>
 2023-11-17 09:51:29 +01:00
Dario Coscia
955f904b05 simple logger 2023-11-17 09:51:29 +01:00