pyforce package

Subpackages

• pyforce.offline package
  • Submodules
  • pyforce.offline.geim module
    • GEIM
      • GEIM.assemble_penalisation_matrix()
      • GEIM.offline()
      • GEIM.reconstruct()
      • GEIM.test_error()
    • computeLebesgue()
  • pyforce.offline.pbdw module
    • PBDW
      • PBDW.compute_infsup()
  • pyforce.offline.pod module
    • DiscretePOD
      • DiscretePOD.projection()
      • DiscretePOD.reconstruct()
      • DiscretePOD.train_error()
    • POD
      • POD.GramSchmidt()
      • POD.compute_basis()
      • POD.mode()
      • POD.projection()
      • POD.test_error()
      • POD.train_error()
  • pyforce.offline.sensors module
    • GaussianSensors
      • GaussianSensors.action()
      • GaussianSensors.action_single()
      • GaussianSensors.create()
      • GaussianSensors.define()
      • GaussianSensors.define_riesz()
    • SGREEDY
      • SGREEDY.approx_loop()
      • SGREEDY.generate()
  • pyforce.offline.weak_greedy module
    • WeakGreedy
      • WeakGreedy.GrahmSchmidt()
      • WeakGreedy.compute_basis()
      • WeakGreedy.projection()
      • WeakGreedy.test_error()
  • Module contents
• pyforce.online package
  • Submodules
  • pyforce.online.geim module
    • GEIM
      • GEIM.compute_measure()
      • GEIM.real_reconstruct()
      • GEIM.reconstruct()
      • GEIM.synt_test_error()
  • pyforce.online.indirect_recon module
    • PE
      • PE.optimise()
      • PE.synt_test_error()
    • objective()
  • pyforce.online.pbdw module
    • PBDW
      • PBDW.compute_measure()
      • PBDW.hyperparameter_tuning()
      • PBDW.real_reconstruct()
      • PBDW.reconstruct()
      • PBDW.synt_test_error()
  • pyforce.online.pod_interpolation module
    • PODI
      • PODI.reconstruct()
      • PODI.synt_test_error()
  • pyforce.online.pod_projection module
    • PODproject
      • PODproject.project()
      • PODproject.reconstruct()
      • PODproject.synt_test_error()
  • pyforce.online.tr_geim module
    • TRGEIM
      • TRGEIM.compute_measure()
      • TRGEIM.hyperparameter_tuning()
      • TRGEIM.real_reconstruct()
      • TRGEIM.reconstruct()
      • TRGEIM.synt_test_error()
  • Module contents
• pyforce.tools package
  • Submodules
  • pyforce.tools.backends module
    • LoopProgress
      • LoopProgress.update()
    • norms
      • norms.H1innerProd()
      • norms.H1norm()
      • norms.L2innerProd()
      • norms.L2norm()
      • norms.Linftynorm()
      • norms.average()
      • norms.integral()
  • pyforce.tools.functions_list module
    • FunctionsList
      • FunctionsList.append()
      • FunctionsList.clear()
      • FunctionsList.copy()
      • FunctionsList.delete()
      • FunctionsList.lin_combine()
      • FunctionsList.map()
      • FunctionsList.return_matrix()
      • FunctionsList.sort()
    • train_test_split()
  • pyforce.tools.plotting module
    • grids()
    • plot_function()
  • pyforce.tools.timer module
    • Timer
      • Timer.start()
      • Timer.stop()
    • TimerError
  • pyforce.tools.write_read module
    • ImportH5()
    • ImportOF
      • ImportOF.foam_to_dolfinx()
      • ImportOF.import_field()
    • StoreFunctionsList()
  • Module contents

Module contents

pyforce.

Python Framework for data-driven model Order Reduction of multi-physiCs problEms.