Commit Graph

8 Commits

Author SHA1 Message Date
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
939353f517 adding trainer solver property decorator 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
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
Dario Coscia
92e0e4920b CPU/GPU/TPU training (#159)
* device training

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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
Dario Coscia
701046661f Solvers for multiple models (#133)
* Solvers for multiple models
- Implementing the possibility to add multiple models for solvers (e.g. GAN)
- Implementing GAROM solver, see https://arxiv.org/abs/2305.15881
- Implementing tests for GAROM solver (cpu only)
- Fixing docs PINNs
- Creating a solver directory, for consistency in the package


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Co-authored-by: Dario Coscia <dariocoscia@dhcp-040.eduroam.sissa.it>
2023-11-17 09:51:29 +01:00
Kush
62ec69ccac edited utils to take list (#115)
* enhanced difference domain
* refactored utils
* fixed typo
* added tests
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Co-authored-by: Dario Coscia <93731561+dario-coscia@users.noreply.github.com>
2023-11-17 09:51:29 +01:00
Dario Coscia
63fd068988 Lightining update (#104)
* 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