LICENSE.rst
README.md
pyproject.toml
pina/__init__.py
pina/graph.py
pina/label_tensor.py
pina/operator.py
pina/trainer.py
pina/type_checker.py
pina/utils.py
pina/_src/__init__.py
pina/_src/adaptive_function/__init__.py
pina/_src/adaptive_function/adaptive_celu.py
pina/_src/adaptive_function/adaptive_elu.py
pina/_src/adaptive_function/adaptive_exp.py
pina/_src/adaptive_function/adaptive_function_interface.py
pina/_src/adaptive_function/adaptive_gelu.py
pina/_src/adaptive_function/adaptive_mish.py
pina/_src/adaptive_function/adaptive_relu.py
pina/_src/adaptive_function/adaptive_sigmoid.py
pina/_src/adaptive_function/adaptive_silu.py
pina/_src/adaptive_function/adaptive_siren.py
pina/_src/adaptive_function/adaptive_softmax.py
pina/_src/adaptive_function/adaptive_softmin.py
pina/_src/adaptive_function/adaptive_tanh.py
pina/_src/adaptive_function/base_adaptive_function.py
pina/_src/callback/__init__.py
pina/_src/callback/optim/__init__.py
pina/_src/callback/optim/switch_optimizer.py
pina/_src/callback/optim/switch_scheduler.py
pina/_src/callback/processing/__init__.py
pina/_src/callback/processing/data_normalizer.py
pina/_src/callback/processing/metric_tracker.py
pina/_src/callback/processing/pina_progress_bar.py
pina/_src/callback/refinement/__init__.py
pina/_src/callback/refinement/base_refinement.py
pina/_src/callback/refinement/r3_refinement.py
pina/_src/callback/refinement/refinement_interface.py
pina/_src/condition/__init__.py
pina/_src/condition/base_condition.py
pina/_src/condition/condition.py
pina/_src/condition/condition_interface.py
pina/_src/condition/data_condition.py
pina/_src/condition/domain_equation_condition.py
pina/_src/condition/graph_time_series_condition.py
pina/_src/condition/input_equation_condition.py
pina/_src/condition/input_target_condition.py
pina/_src/condition/time_series_condition.py
pina/_src/core/__init__.py
pina/_src/core/graph.py
pina/_src/core/label_tensor.py
pina/_src/core/operator.py
pina/_src/core/trainer.py
pina/_src/core/type_checker.py
pina/_src/core/utils.py
pina/_src/data/__init__.py
pina/_src/data/aggregator.py
pina/_src/data/condition_subset.py
pina/_src/data/creator.py
pina/_src/data/data_module.py
pina/_src/data/single_batch_data_loader.py
pina/_src/data/manager/batch_manager.py
pina/_src/data/manager/data_manager.py
pina/_src/data/manager/data_manager_interface.py
pina/_src/data/manager/graph_data_manager.py
pina/_src/data/manager/tensor_data_manager.py
pina/_src/domain/__init__.py
pina/_src/domain/base_domain.py
pina/_src/domain/base_operation.py
pina/_src/domain/cartesian_domain.py
pina/_src/domain/difference.py
pina/_src/domain/domain_interface.py
pina/_src/domain/ellipsoid_domain.py
pina/_src/domain/exclusion.py
pina/_src/domain/intersection.py
pina/_src/domain/operation_interface.py
pina/_src/domain/simplex_domain.py
pina/_src/domain/union.py
pina/_src/equation/__init__.py
pina/_src/equation/base_equation.py
pina/_src/equation/equation.py
pina/_src/equation/equation_interface.py
pina/_src/equation/system_equation.py
pina/_src/equation/zoo/__init__.py
pina/_src/equation/zoo/acoustic_wave_equation.py
pina/_src/equation/zoo/advection_equation.py
pina/_src/equation/zoo/allen_cahn_equation.py
pina/_src/equation/zoo/burgers_equation.py
pina/_src/equation/zoo/diffusion_reaction_equation.py
pina/_src/equation/zoo/fixed_flux.py
pina/_src/equation/zoo/fixed_gradient.py
pina/_src/equation/zoo/fixed_laplacian.py
pina/_src/equation/zoo/fixed_value.py
pina/_src/equation/zoo/helmholtz_equation.py
pina/_src/equation/zoo/poisson_equation.py
pina/_src/loss/__init__.py
pina/_src/loss/base_dual_loss.py
pina/_src/loss/dual_loss_interface.py
pina/_src/loss/lp_loss.py
pina/_src/loss/power_loss.py
pina/_src/loss/sinkhorn_loss.py
pina/_src/model/__init__.py
pina/_src/model/average_neural_operator.py
pina/_src/model/deeponet.py
pina/_src/model/equivariant_graph_neural_operator.py
pina/_src/model/feed_forward.py
pina/_src/model/fourier_neural_operator.py
pina/_src/model/graph_neural_operator.py
pina/_src/model/kernel_neural_operator.py
pina/_src/model/kolmogorov_arnold_network.py
pina/_src/model/low_rank_neural_operator.py
pina/_src/model/multi_feed_forward.py
pina/_src/model/pirate_network.py
pina/_src/model/sindy.py
pina/_src/model/spline.py
pina/_src/model/spline_surface.py
pina/_src/model/vectorized_spline.py
pina/_src/model/block/__init__.py
pina/_src/model/block/average_neural_operator_block.py
pina/_src/model/block/convolution.py
pina/_src/model/block/convolution_2d.py
pina/_src/model/block/embedding.py
pina/_src/model/block/fourier_block.py
pina/_src/model/block/gno_block.py
pina/_src/model/block/integral.py
pina/_src/model/block/kan_block.py
pina/_src/model/block/low_rank_block.py
pina/_src/model/block/orthogonal.py
pina/_src/model/block/pirate_network_block.py
pina/_src/model/block/pod_block.py
pina/_src/model/block/rbf_block.py
pina/_src/model/block/residual.py
pina/_src/model/block/spectral.py
pina/_src/model/block/stride.py
pina/_src/model/block/utils_convolution.py
pina/_src/model/block/message_passing/__init__.py
pina/_src/model/block/message_passing/deep_tensor_network_block.py
pina/_src/model/block/message_passing/en_equivariant_network_block.py
pina/_src/model/block/message_passing/equivariant_graph_neural_operator_block.py
pina/_src/model/block/message_passing/interaction_network_block.py
pina/_src/model/block/message_passing/radial_field_network_block.py
pina/_src/optim/__init__.py
pina/_src/optim/optimizer_interface.py
pina/_src/optim/scheduler_interface.py
pina/_src/optim/torch_optimizer.py
pina/_src/optim/torch_scheduler.py
pina/_src/problem/__init__.py
pina/_src/problem/base_problem.py
pina/_src/problem/inverse_problem.py
pina/_src/problem/parametric_problem.py
pina/_src/problem/problem_interface.py
pina/_src/problem/spatial_problem.py
pina/_src/problem/time_dependent_problem.py
pina/_src/problem/zoo/__init__.py
pina/_src/problem/zoo/acoustic_wave_problem.py
pina/_src/problem/zoo/advection_problem.py
pina/_src/problem/zoo/allen_cahn_problem.py
pina/_src/problem/zoo/burgers_problem.py
pina/_src/problem/zoo/diffusion_reaction_problem.py
pina/_src/problem/zoo/helmholtz_problem.py
pina/_src/problem/zoo/inverse_poisson_problem.py
pina/_src/problem/zoo/poisson_problem.py
pina/_src/problem/zoo/supervised_problem.py
pina/_src/solver/autoregressive_ensemble_solver.py
pina/_src/solver/autoregressive_single_model_solver.py
pina/_src/solver/base_solver.py
pina/_src/solver/causal_physics_informed_single_model_solver.py
pina/_src/solver/competitive_physics_informed_solver.py
pina/_src/solver/ensemble_solver.py
pina/_src/solver/gradient_physics_informed_single_model_solver.py
pina/_src/solver/multi_model_solver.py
pina/_src/solver/physics_informed_ensemble_solver.py
pina/_src/solver/physics_informed_single_model_solver.py
pina/_src/solver/rba_physics_informed_single_model_solver.py
pina/_src/solver/self_adaptive_physics_informed_solver.py
pina/_src/solver/single_model_solver.py
pina/_src/solver/solver_interface.py
pina/_src/solver/supervised_ensemble_solver.py
pina/_src/solver/supervised_single_model_solver.py
pina/_src/solver/mixin/autoregressive_mixin.py
pina/_src/solver/mixin/condition_aggregator_mixin.py
pina/_src/solver/mixin/ensemble_mixin.py
pina/_src/solver/mixin/gradient_enhanced_mixin.py
pina/_src/solver/mixin/manual_optimization_mixin.py
pina/_src/solver/mixin/multi_model_mixin.py
pina/_src/solver/mixin/physics_informed_mixin.py
pina/_src/solver/mixin/residual_based_attention_mixin.py
pina/_src/solver/mixin/single_model_mixin.py
pina/_src/weighting/__init__.py
pina/_src/weighting/base_weighting.py
pina/_src/weighting/linear_weighting.py
pina/_src/weighting/no_weighting.py
pina/_src/weighting/ntk_weighting.py
pina/_src/weighting/scalar_weighting.py
pina/_src/weighting/self_adaptive_weighting.py
pina/_src/weighting/weighting_interface.py
pina/adaptive_function/__init__.py
pina/callback/__init__.py
pina/condition/__init__.py
pina/data/__init__.py
pina/data/manager.py
pina/domain/__init__.py
pina/equation/__init__.py
pina/equation/zoo.py
pina/loss/__init__.py
pina/model/__init__.py
pina/model/block/__init__.py
pina/model/block/message_passing.py
pina/optim/__init__.py
pina/problem/__init__.py
pina/problem/zoo.py
pina/solver/__init__.py
pina/solver/mixin.py
pina/weighting/__init__.py
pina_mathlab.egg-info/PKG-INFO
pina_mathlab.egg-info/SOURCES.txt
pina_mathlab.egg-info/dependency_links.txt
pina_mathlab.egg-info/requires.txt
pina_mathlab.egg-info/top_level.txt
tests/test_graph.py
tests/test_operator.py
tests/test_package.py
tests/test_trainer.py
tests/test_type_checker.py
tests/test_utils.py