neuromancer.dynamics package

Submodules

• neuromancer.dynamics.integrators module
  • BasicSDEIntegrator
    • BasicSDEIntegrator.integrate()
  • DiffEqIntegrator
    • DiffEqIntegrator.integrate()
  • Euler
    • Euler.integrate()
  • Euler_Trap
    • Euler_Trap.integrate()
  • Integrator
    • Integrator.forward()
    • Integrator.integrate()
    • Integrator.reg_error()
  • LatentSDEIntegrator
    • LatentSDEIntegrator.integrate()
  • LeapFrog
    • LeapFrog.integrate()
  • Luther
    • Luther.integrate()
  • MultiStep_PredictorCorrector
    • MultiStep_PredictorCorrector.integrate()
  • RK2
    • RK2.integrate()
  • RK4
    • RK4.integrate()
  • RK4_Trap
    • RK4_Trap.integrate()
  • Runge_Kutta_Fehlberg
    • Runge_Kutta_Fehlberg.integrate()
  • Yoshida4
    • Yoshida4.integrate()
  • make_norm()
  • rms_norm()
• neuromancer.dynamics.interpolation module
  • Interpolation
    • Interpolation.interpolation()
  • LinInterp_Offline
    • LinInterp_Offline.interpolation()
  • LinInterp_Online
    • LinInterp_Online.interpolation()
• neuromancer.dynamics.library module
  • FourierLibrary
  • FunctionLibrary
    • FunctionLibrary.evaluate()
  • PolynomialLibrary
    • PolynomialLibrary.evaluate()
• neuromancer.dynamics.ode module
  • BrusselatorHybrid
    • BrusselatorHybrid.ode_equations()
  • BrusselatorParam
    • BrusselatorParam.ode_equations()
  • CSTR_Param
    • CSTR_Param.ode_equations()
  • DuffingParam
    • DuffingParam.ode_equations()
  • GeneralNetworkedODE
    • GeneralNetworkedODE.coupling_physics()
    • GeneralNetworkedODE.intrinsic_physics()
    • GeneralNetworkedODE.ode_equations()
  • LorenzControl
    • LorenzControl.ode_equations()
  • LorenzParam
    • LorenzParam.ode_equations()
  • LotkaVolterraHybrid
    • LotkaVolterraHybrid.ode_equations()
  • LotkaVolterraParam
    • LotkaVolterraParam.ode_equations()
  • ODESystem
    • ODESystem.forward()
    • ODESystem.ode_equations()
  • SINDy
    • SINDy.ode_equations()
  • SSM
    • SSM.forward()
  • TwoTankParam
    • TwoTankParam.ode_equations()
  • VanDerPolControl
    • VanDerPolControl.ode_equations()
• neuromancer.dynamics.physics module
  • Agent
    • Agent.forward()
    • Agent.intrinsic()
  • DeltaTemp
    • DeltaTemp.interact()
  • DeltaTempSwitch
    • DeltaTempSwitch.interact()
  • HVACConnection
    • HVACConnection.interact()
  • Interaction
    • Interaction.forward()
    • Interaction.interact()
  • RCNode
    • RCNode.intrinsic()
  • SourceSink
    • SourceSink.intrinsic()
  • map_from_agents()
• neuromancer.dynamics.sde module
  • BaseSDESystem
    • BaseSDESystem.f()
    • BaseSDESystem.g()
  • Encoder
    • Encoder.forward()
  • LatentSDE_Decoder
    • LatentSDE_Decoder.f()
    • LatentSDE_Decoder.forward()
    • LatentSDE_Decoder.g()
  • LatentSDE_Encoder
    • LatentSDE_Encoder.contextualize()
    • LatentSDE_Encoder.f()
    • LatentSDE_Encoder.forward()
    • LatentSDE_Encoder.g()
    • LatentSDE_Encoder.h()
  • LotkaVolterraSDE
    • LotkaVolterraSDE.f()
    • LotkaVolterraSDE.g()
  • SDECoxIngersollRand
    • SDECoxIngersollRand.f()
    • SDECoxIngersollRand.g()
  • SDEOrnsteinUhlenbeck
    • SDEOrnsteinUhlenbeck.f()
    • SDEOrnsteinUhlenbeck.g()
  • StochasticLorenzAttractor
    • StochasticLorenzAttractor.f()
    • StochasticLorenzAttractor.g()
    • StochasticLorenzAttractor.sample()

Module contents