neuromancer.psl package

Submodules

• neuromancer.psl.autonomous module
  • Autoignition
    • Autoignition.equations()
    • Autoignition.params
  • Brusselator1D
    • Brusselator1D.equations()
    • Brusselator1D.params
  • ChuaCircuit
    • ChuaCircuit.equations()
    • ChuaCircuit.params
  • DoublePendulum
    • DoublePendulum.equations()
    • DoublePendulum.params
  • Duffing
    • Duffing.equations()
    • Duffing.params
  • LorenzSystem
    • LorenzSystem.equations()
    • LorenzSystem.params
  • LotkaVolterra
    • LotkaVolterra.equations()
    • LotkaVolterra.params
  • Pendulum
    • Pendulum.equations()
    • Pendulum.params
  • RosslerAttractor
    • RosslerAttractor.equations()
    • RosslerAttractor.params
  • ThomasAttractor
    • ThomasAttractor.equations()
    • ThomasAttractor.params
  • UniversalOscillator
    • UniversalOscillator.equations()
    • UniversalOscillator.params
  • VanDerPol
    • VanDerPol.equations()
    • VanDerPol.params
• neuromancer.psl.base module
  • Backend
    • Backend.backends
    • Backend.numpy_backend
    • Backend.torch_backend
  • EmulatorBase
    • EmulatorBase.add_missing_parameters()
    • EmulatorBase.change_backend()
    • EmulatorBase.denormalize()
    • EmulatorBase.get_x0()
    • EmulatorBase.normalize()
    • EmulatorBase.params
    • EmulatorBase.restore_random_state()
    • EmulatorBase.save_random_state()
    • EmulatorBase.set_params()
    • EmulatorBase.set_stats()
    • EmulatorBase.show()
    • EmulatorBase.simulate()
  • EquationWrapper
  • ODE_Autonomous
    • ODE_Autonomous.equations()
    • ODE_Autonomous.forward()
    • ODE_Autonomous.simulate()
  • ODE_NonAutonomous
    • ODE_NonAutonomous.add_missing_parameters()
    • ODE_NonAutonomous.equations()
    • ODE_NonAutonomous.forward()
    • ODE_NonAutonomous.get_R()
    • ODE_NonAutonomous.get_U()
    • ODE_NonAutonomous.get_simulation_args()
    • ODE_NonAutonomous.simulate()
  • cast_backend()
  • download()
  • grad()
• neuromancer.psl.building_envelope module
  • BuildingEnvelope
    • BuildingEnvelope.T_dist_idx
    • BuildingEnvelope.equations()
    • BuildingEnvelope.forward()
    • BuildingEnvelope.get_D()
    • BuildingEnvelope.get_D_obs()
    • BuildingEnvelope.get_R()
    • BuildingEnvelope.get_U()
    • BuildingEnvelope.get_q()
    • BuildingEnvelope.get_simulation_args()
    • BuildingEnvelope.get_xy()
    • BuildingEnvelope.params
    • BuildingEnvelope.path
    • BuildingEnvelope.simulate()
    • BuildingEnvelope.systems
    • BuildingEnvelope.umax
    • BuildingEnvelope.umin
    • BuildingEnvelope.url
  • LinearBuildingEnvelope
    • LinearBuildingEnvelope.get_U()
    • LinearBuildingEnvelope.get_q()
    • LinearBuildingEnvelope.umax
    • LinearBuildingEnvelope.umin
• neuromancer.psl.coupled_systems module
  • Boids
    • Boids.equations()
    • Boids.get_x0()
    • Boids.message_passing()
    • Boids.normalize_max()
    • Boids.pos_idx
    • Boids.simulate()
    • Boids.vel_idx
  • Coupled_NonAutonomous
    • Coupled_NonAutonomous.equations()
    • Coupled_NonAutonomous.message_passing()
    • Coupled_NonAutonomous.params
  • Coupled_ODE
    • Coupled_ODE.equations()
    • Coupled_ODE.message_passing()
    • Coupled_ODE.params
  • Gravitational_System
    • Gravitational_System.equations()
    • Gravitational_System.get_x0()
    • Gravitational_System.make_4_body()
    • Gravitational_System.mass_idx
    • Gravitational_System.message_passing()
    • Gravitational_System.pos_idx
    • Gravitational_System.simulate()
    • Gravitational_System.vel_idx
  • RC_Network
    • RC_Network.equations()
    • RC_Network.get_C()
    • RC_Network.get_U()
    • RC_Network.get_resistances()
    • RC_Network.get_x0()
    • RC_Network.make_5_room()
    • RC_Network.message_passing()
  • multidim()
• neuromancer.psl.file_emulator module
  • FileEmulator
    • FileEmulator.find_nearest()
    • FileEmulator.get_batch()
    • FileEmulator.params
    • FileEmulator.path
    • FileEmulator.retrieve_data()
    • FileEmulator.simulate()
    • FileEmulator.url
  • read_file()
• neuromancer.psl.gym module
• neuromancer.psl.nonautonomous module
  • Actuator
    • Actuator.equations()
    • Actuator.get_U()
    • Actuator.params
  • CSTR
    • CSTR.equations()
    • CSTR.get_U()
    • CSTR.get_x0()
    • CSTR.params
  • DuffingControl
    • DuffingControl.equations()
    • DuffingControl.get_U()
    • DuffingControl.params
  • HindmarshRose
    • HindmarshRose.equations()
    • HindmarshRose.get_U()
    • HindmarshRose.params
  • InvPendulum
    • InvPendulum.equations()
    • InvPendulum.get_U()
    • InvPendulum.params
  • IverSimple
    • IverSimple.equations()
    • IverSimple.get_U()
    • IverSimple.params
  • LorenzControl
    • LorenzControl.equations()
    • LorenzControl.get_U()
    • LorenzControl.params
    • LorenzControl.u_fun()
  • SEIR_population
    • SEIR_population.equations()
    • SEIR_population.get_U()
    • SEIR_population.params
  • SwingEquation
    • SwingEquation.equations()
    • SwingEquation.get_U()
    • SwingEquation.params
  • Tank
    • Tank.equations()
    • Tank.get_U()
    • Tank.get_x0()
    • Tank.params
  • ThomasAttractorControl
    • ThomasAttractorControl.equations()
    • ThomasAttractorControl.get_U()
    • ThomasAttractorControl.params
  • TwoTank
    • TwoTank.equations()
    • TwoTank.get_U()
    • TwoTank.get_x0()
    • TwoTank.params
    • TwoTank.umax
    • TwoTank.umin
  • VanDerPolControl
    • VanDerPolControl.equations()
    • VanDerPolControl.get_U()
    • VanDerPolControl.params
• neuromancer.psl.norms module
  • StandardScaler
    • StandardScaler.inverse_transform()
    • StandardScaler.transform()
  • denormalize()
  • normalize()
• neuromancer.psl.perturb module
  • Periodic()
  • RandomWalk()
  • Sawtooth()
  • SplineSignal()
  • Step()
  • Steps()
  • WhiteNoise()
  • random_walk()
  • white_noise()
• neuromancer.psl.plot module
  • get_colors()
  • pltCL()
  • pltCorrelate()
  • pltOL()
  • pltPhase()
  • pltRecurrence()
• neuromancer.psl.signals module
  • arma()
  • beta()
  • beta_walk_max_step()
  • beta_walk_mean()
  • nd_walk()
  • noise()
  • np_softmax()
  • periodic()
  • prbs()
  • sines()
  • spline()
  • step()
  • walk()
• neuromancer.psl.system_emulator module
  • system_to_psl()

Module contents