Refactoring solvers (#541)

* Refactoring solvers

* Simplify logic compile
* Improve and update doc
* Create SupervisedSolverInterface
* Specialize SupervisedSolver and ReducedOrderModelSolver
* Create EnsembleSolverInterface + EnsembleSupervisedSolver
* Create tests ensemble solvers

* formatter

* codacy

* fix issues + speedup test

docs/source/_rst/_code.rst

@@ -68,6 +68,8 @@ Solvers
     SolverInterface <solver/solver_interface.rst>
     SingleSolverInterface <solver/single_solver_interface.rst>
     MultiSolverInterface <solver/multi_solver_interface.rst>
+    SupervisedSolverInterface <solver/supervised_solver/supervised_solver_interface>
+    DeepEnsembleSolverInterface <solver/ensemble_solver/ensemble_solver_interface>
     PINNInterface <solver/physics_informed_solver/pinn_interface.rst>
     PINN <solver/physics_informed_solver/pinn.rst>
     GradientPINN <solver/physics_informed_solver/gradient_pinn.rst>
@@ -75,8 +77,10 @@ Solvers
     CompetitivePINN <solver/physics_informed_solver/competitive_pinn.rst>
     SelfAdaptivePINN <solver/physics_informed_solver/self_adaptive_pinn.rst>
     RBAPINN <solver/physics_informed_solver/rba_pinn.rst>
-    SupervisedSolver <solver/supervised.rst>
-    ReducedOrderModelSolver <solver/reduced_order_model.rst>
+    DeepEnsemblePINN <solver/ensemble_solver/ensemble_pinn>
+    SupervisedSolver <solver/supervised_solver/supervised.rst>
+    DeepEnsembleSupervisedSolver <solver/ensemble_solver/ensemble_supervised>
+    ReducedOrderModelSolver <solver/supervised_solver/reduced_order_model.rst>
     GAROM <solver/garom.rst>
 
 

docs/source/_rst/solver/ensemble_solver/ensemble_pinn.rst

@@ -0,0 +1,8 @@
+DeepEnsemblePINN
+==================
+.. currentmodule:: pina.solver.ensemble_solver.ensemble_pinn
+
+.. autoclass:: DeepEnsemblePINN
+    :show-inheritance:
+    :members:
+    

docs/source/_rst/solver/ensemble_solver/ensemble_solver_interface.rst

@@ -0,0 +1,8 @@
+DeepEnsembleSolverInterface
+=============================
+.. currentmodule:: pina.solver.ensemble_solver.ensemble_solver_interface
+
+.. autoclass:: DeepEnsembleSolverInterface
+    :show-inheritance:
+    :members:
+    

docs/source/_rst/solver/ensemble_solver/ensemble_supervised.rst

@@ -0,0 +1,8 @@
+DeepEnsembleSupervisedSolver
+=============================
+.. currentmodule:: pina.solver.ensemble_solver.ensemble_supervised
+
+.. autoclass:: DeepEnsembleSupervisedSolver
+    :show-inheritance:
+    :members:
+    

docs/source/_rst/solver/supervised_solver/reduced_order_model.rst

@@ -1,6 +1,6 @@
 ReducedOrderModelSolver
 ==========================
-.. currentmodule:: pina.solver.reduced_order_model
+.. currentmodule:: pina.solver.supervised_solver.reduced_order_model
 
 .. autoclass:: ReducedOrderModelSolver
    :members:

docs/source/_rst/solver/supervised_solver/supervised.rst

@@ -1,6 +1,6 @@
 SupervisedSolver
 ===================
-.. currentmodule:: pina.solver.supervised
+.. currentmodule:: pina.solver.supervised_solver.supervised
 
 .. autoclass:: SupervisedSolver
    :members:

docs/source/_rst/solver/supervised_solver/supervised_solver_interface.rst

@@ -0,0 +1,8 @@
+SupervisedSolverInterface
+==========================
+.. currentmodule:: pina.solver.supervised_solver.supervised_solver_interface
+
+.. autoclass:: SupervisedSolverInterface
+    :show-inheritance:
+    :members:
+