Filippo Olivo
780c4921eb
Add Supervised Problem ( #451 )
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* Add SuperviedProblem class in problem zoo
2025-03-19 17:46:35 +01:00
FilippoOlivo
195224794f
Implement custom sampling logic
2025-03-19 17:46:35 +01:00
FilippoOlivo
f578b2ed12
Introduce add_points method in AbstractProblem, removed unused comments in Collector class and add the test for add_points and codacy corrections
2025-03-19 17:46:35 +01:00
FilippoOlivo
c4749efc8b
Use Poisson problem from problems zoo in test_problem and minor fix in AbstractProblem
2025-03-19 17:46:35 +01:00
Nicola Demo
84775849d1
fix tests
2025-03-19 17:46:35 +01:00
FilippoOlivo
6964f4e7d9
Rename classes and modules for GNO
2025-03-19 17:46:35 +01:00
FilippoOlivo
bd24b0c1c2
Refactor GNO model and enhance Graph class documentation and error handling. Remove TemporalGraph class
2025-03-19 17:46:35 +01:00
FilippoOlivo
bbdd5d4bf1
Refactor Graph class to support custom edge attribute logic
2025-03-19 17:46:35 +01:00
FilippoOlivo
78b276d995
Add TemporalGraph class
2025-03-19 17:46:35 +01:00
FilippoOlivo
54a62dee26
Bug fix in GNO and implementation of tests
2025-03-19 17:46:35 +01:00
FilippoOlivo
e63c3d9061
Add Graph class and tests for Graph and Collector + Dataloader refactoring
2025-03-19 17:46:34 +01:00
FilippoOlivo
629a6ee43b
Additional improvement related to #395
2025-03-19 17:46:34 +01:00
Nicola Demo
afb1bca245
temporary comment tests
2025-03-19 17:46:34 +01:00
Nicola Demo
a899327de1
fix tests
2025-03-19 17:46:34 +01:00
FilippoOlivo
7706ef12c3
Simplify LabelTensor class, fix #395 , add docstrings, and resolve Python 3.8 compatibility issue in tests
2025-03-19 17:46:34 +01:00
giovanni
d51de028bd
update test laplacian
2025-03-19 17:46:34 +01:00
Nicola Demo
f2340cd4ee
fix some tests
2025-03-19 17:46:34 +01:00
Filippo Olivo
a27bd35443
Implementation of DataLoader and DataModule ( #383 )
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Refactoring for 0.2
* Data module, data loader and dataset
* Refactor LabelTensor
* Refactor solvers
Co-authored-by: dario-coscia <dariocos99@gmail.com >
2025-03-19 17:46:34 +01:00
FilippoOlivo
dd43c8304c
Codacy correction
2025-03-19 17:46:34 +01:00
FilippoOlivo
ea3d1924e7
Improve efficiency and refact LabelTensor, codacy correction and fix bug in PinaBatch
2025-03-19 17:46:34 +01:00
FilippoOlivo
ccc5f5a322
Add Graph support in Dataset and Dataloader
2025-03-19 17:46:34 +01:00
FilippoOlivo
1bc1b3a580
Correct codacy warnings
2025-03-19 17:46:33 +01:00
FilippoOlivo
c9304fb9bb
Implement Dataset, Dataloader and DataModule class and fix SupervisedSolver
2025-03-19 17:46:33 +01:00
Dario Coscia
b9753c34b2
minor changes/ trainer update
2025-03-19 17:46:33 +01:00
Filippo Olivo
7528f6ef74
Update of LabelTensor class and fix Simplex domain ( #362 )
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*Implement new methods in LabelTensor and fix operators
2025-03-19 17:46:33 +01:00
Dario Coscia
fdb8f65143
Filippo0.2 ( #361 )
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* Add summation and remove deepcopy (only for tensors) in LabelTensor class
* Update operators for compatibility with updated LabelTensor implementation
* Implement labels.setter in LabelTensor class
* Update LabelTensor
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Co-authored-by: FilippoOlivo <filippo@filippoolivo.com >
2025-03-19 17:46:33 +01:00
Dario Coscia
1bd3f40f54
* Adding Collector for handling data sampling/collection before dataset/dataloader
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* Modify domain by adding sample_mode, variables as property
* Small change concatenate -> cat in lno/avno
* Create different factory classes for conditions
2025-03-19 17:46:33 +01:00
FilippoOlivo
a888141707
Add concatenation test for LabelTensor
2025-03-19 17:46:33 +01:00
FilippoOlivo
c53c3d5b84
Implement definition of LabelTensor from list, implement cat method (previously stack) and re-implement extract
2025-03-19 17:46:33 +01:00
FilippoOlivo
2be57944ba
Fix SupervisedSolver GPU bug and implement GraphSolver ( #346 )
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* Fix some bugs
* Solve bug with GPU and model_summary parameters in SupervisedSolver class
* Implement GraphSolver class
* Fix Tutorial 5
2025-03-19 17:46:33 +01:00
FilippoOlivo
30f865d912
Fix bugs in 0.2 ( #344 )
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* Fix some bugs
2025-03-19 17:46:33 +01:00
Nicola Demo
f0d68b34c7
refact
2025-03-19 17:46:33 +01:00
Nicola Demo
9d9c2aa23e
supervised working
2025-03-19 17:46:33 +01:00
Nicola Demo
5245a0b68c
refact
2025-03-19 17:46:33 +01:00
Nicola Demo
b7d512e8bf
optimizer and scheduler classes
2025-03-19 17:46:33 +01:00
Nicola Demo
2b71e0148d
in progress
2025-03-19 17:46:33 +01:00
Anna Ivagnes
c28a4bd2b9
Change SVD type in pod.py ( #449 )
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* Change SVD type in pod.py
2025-02-14 19:13:09 +01:00
Giovanni Canali
5e36d1b618
Additional tests for operators ( #384 )
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* Adding tests for operators
2024-11-25 17:16:17 +01:00
Giovanni Canali
a78f44ecef
Fixing Laplacian operator for vector fields ( #380 )
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* fix laplacian and tests
2024-11-18 17:25:34 +01:00
Anna Ivagnes
5d2ca62e65
add multiple outputs possibility in DeepONet
2024-10-10 18:36:47 +02:00
Nicola Demo
4c5cb8f681
add spline model ( #321 )
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* add spline model
* add tests for splines
* rst files for splines
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Co-authored-by: AleDinve <giuseppealessio.d@student.unisi.it >
Co-authored-by: dario-coscia <dariocos99@gmail.com >
2024-09-27 10:05:18 +02:00
Dario Coscia
eea0cc0833
Backpropagation and fix test for OrthogonalBlock
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Co-authored-by: Dario Coscia <dariocos99@gmail.com >
Co-authored-by: Gabriele Codega <gcodega@pascal.maths.sissa.it >
2024-09-03 16:51:10 +02:00
Anna Ivagnes
62d50e2455
add OrthogonalBlock to make input orthonormal
2024-08-26 10:48:59 +02:00
dario-coscia
cce9876751
* Fixing mean tracked loss
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* Adding a PINA progress bar
2024-08-12 14:48:09 +02:00
dario-coscia
0fa4e1e58a
* Adding a test for all PINN solvers to assert that the metrics are correctly log
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* Adding test for Metric Tracker
* Modify Metric Tracker to correctly log metrics
2024-08-12 14:48:09 +02:00
Anna Ivagnes
d4ced3a7d7
Add layer to perform RBF interpolation in reduced order modeling ( #315 )
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* add RBF implementation in pytorch (in layers)
* add POD-RBF example (baseline for nonintrusive closure)
* Add POD only and POD+RBF implementation
* add POD-RBF in tutorial 8
2024-08-12 14:46:22 +02:00
luAndre00
16261c9baf
Change default reduction in SystemEquation ( #317 )
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* Update system_equation.py
* Update test_systemequation.py
2024-08-01 17:47:51 +02:00
Gabriele Codega
c7973a97da
Fix bug in add_points method
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* solving `add_points`
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Co-authored-by: Gabriele Codega <gcodega@pascal.maths.sissa.it >
2024-06-20 12:57:46 +02:00
Giovanni_Canali
35fd119a37
added rba-pinn ( #308 )
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* added rba-pinn
* changes to loss logger
* tests
* doc
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Co-authored-by: Monthly Tag bot <mtbot@noreply.github.com >
Co-authored-by: Nicola Demo <demo.nicola@gmail.com >
2024-06-18 16:17:04 +02:00
Monthly Tag bot
4b64998f45
fix embedding by removing linear layer
2024-06-11 12:31:02 +01:00
