Implementation of Graph class and add check conditions-solver compatibility #388
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* Tutorial Equation 12 * .rst and readme fix for tutorial12 * small fix * modified rst --------- Co-authored-by: Dario Coscia <[email protected]>
* Update label_tensor.py cpu/gpu * Update test_adaptive_refinment_callbacks.py * Update test_optimizer_callbacks.py
* gpinn/basepinn new classes, pinn restructure * codacy fix gpinn/basepinn/pinn * inverse problem fix * Causal PINN (#267) * fix GPU training in inverse problem (#283) * Create a `compute_residual` attribute for `PINNInterface` * Modify dataloading in solvers (#286) * Modify PINNInterface by removing _loss_phys, _loss_data * Adding in PINNInterface a variable to track the current condition during training * Modify GPINN,PINN,CausalPINN to match changes in PINNInterface * Competitive Pinn Addition (#288) * fixing after rebase/ fix loss * fixing final issues --------- Co-authored-by: Dario Coscia <[email protected]> * Modify min max formulation to max min for paper consistency * Adding SAPINN solver (#291) * rom solver * fix import --------- Co-authored-by: Dario Coscia <[email protected]> Co-authored-by: Anna Ivagnes <[email protected]> Co-authored-by: valc89 <[email protected]> Co-authored-by: Monthly Tag bot <[email protected]> Co-authored-by: Nicola Demo <[email protected]>
Co-authored-by: dario-coscia <[email protected]>
* Fix some bugs
* Fix some bugs * Solve bug with GPU and model_summary parameters in SupervisedSolver class * Implement GraphSolver class * Fix Tutorial 5
…previously stack) and re-implement extract
…et/dataloader * Modify domain by adding sample_mode, variables as property * Small change concatenate -> cat in lno/avno * Create different factory classes for conditions
* 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 --------- Co-authored-by: FilippoOlivo <[email protected]>
*Implement new methods in LabelTensor and fix operators
Refactoring for 0.2 * Data module, data loader and dataset * Refactor LabelTensor * Refactor solvers Co-authored-by: dario-coscia <[email protected]>
FilippoOlivo
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FilippoOlivo
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This PR is related to #400. Moreover, I add the possibility to check whether a certain solver is compatible with the conditions defined in the problem