API Reference

Packages & Modules

• lmlib.statespace
  • Modules
    • lmlib.statespace.model
    • lmlib.statespace.cost
    • lmlib.statespace.backend
    • lmlib.statespace.applications
  • Introductory Example
• lmlib.polynomial
  • Polynomial Classes
    • lmlib.polynomial.poly.Poly
    • lmlib.polynomial.poly.MPoly
  • Polynomial Operators
    • Operators for Univariate Polynomials
    • Operators for Multivariate Polynomials
• lmlib.utils
  • Modules
    • lmlib.utils.generator
    • lmlib.utils.beta
  • Introductory Example

Modules Attributes

• lmlib.statespace
  • Modules
    • lmlib.statespace.model
      • lmlib.statespace.model.Alssm
      • lmlib.statespace.model.AlssmExp
      • lmlib.statespace.model.AlssmPoly
      • lmlib.statespace.model.AlssmPolyJordan
      • lmlib.statespace.model.AlssmProd
      • lmlib.statespace.model.AlssmSin
      • lmlib.statespace.model.AlssmStacked
      • lmlib.statespace.model.AlssmStackedSO
      • lmlib.statespace.model.ModelBase
    • lmlib.statespace.cost
      • lmlib.statespace.cost.BACKWARD
      • lmlib.statespace.cost.BW
      • lmlib.statespace.cost.FORWARD
      • lmlib.statespace.cost.FW
      • lmlib.statespace.cost.create_rls
      • lmlib.statespace.cost.map_trajectories
      • lmlib.statespace.cost.map_windows
      • lmlib.statespace.cost.CompositeCost
      • lmlib.statespace.cost.ConstrainMatrix
      • lmlib.statespace.cost.CostBase
      • lmlib.statespace.cost.CostSegment
      • lmlib.statespace.cost.RLSAlssm
      • lmlib.statespace.cost.RLSAlssmBase
      • lmlib.statespace.cost.RLSAlssmSet
      • lmlib.statespace.cost.RLSAlssmSetSteadyState
      • lmlib.statespace.cost.RLSAlssmSteadyState
      • lmlib.statespace.cost.Segment
    • lmlib.statespace.backend
      • lmlib.statespace.backend.get_backend
      • lmlib.statespace.backend.is_backend_available
      • lmlib.statespace.backend.set_backend
    • lmlib.statespace.applications
      • lmlib.statespace.applications.TSLM
  • Introductory Example
• lmlib.polynomial
  • Polynomial Classes
    • lmlib.polynomial.poly.Poly
    • lmlib.polynomial.poly.MPoly
  • Polynomial Operators
    • Operators for Univariate Polynomials
      • Sum of Polynomials \(\alpha^\mathsf{T} x^q + \beta^\mathsf{T} x^r\)
      • Product of Polynomials \(\alpha^\mathsf{T} x^q \cdot \beta^\mathsf{T} x^r\)
      • Square of a Polynomial \((\alpha^\mathsf{T} x^q)^2\)
      • Shift of a Polynomial \(\alpha^\mathsf{T} (x+ \gamma)^q\)
      • Dilation of a Polynomial \(\alpha^\mathsf{T} (\eta x)^q\)
      • Integral of a Polynomial \(\int (\alpha^\mathsf{T} x^q) dx\)
      • Derivative of a Polynomial \(\frac{d}{dx} (\alpha^\mathsf{T} x^q)\)
    • Operators for Multivariate Polynomials
• lmlib.utils
  • Modules
    • lmlib.utils.generator
      • lmlib.utils.generator.gen_conv
      • lmlib.utils.generator.gen_exp
      • lmlib.utils.generator.gen_pulse
      • lmlib.utils.generator.gen_rand_pulse
      • lmlib.utils.generator.gen_rand_walk
      • lmlib.utils.generator.gen_rect
      • lmlib.utils.generator.gen_saw
      • lmlib.utils.generator.gen_sine
      • lmlib.utils.generator.gen_slopes
      • lmlib.utils.generator.gen_steps
      • lmlib.utils.generator.gen_tri
      • lmlib.utils.generator.gen_wgn
      • lmlib.utils.generator.k_period_to_omega
      • lmlib.utils.generator.load_csv
      • lmlib.utils.generator.load_csv_mc
      • lmlib.utils.generator.load_data
      • lmlib.utils.generator.load_data_mc
      • lmlib.utils.generator.load_lib_csv
      • lmlib.utils.generator.load_lib_csv_mc
    • lmlib.utils.beta
      • lmlib.utils.beta.constrain_matrix_for_exponents
      • lmlib.utils.beta.diff0
      • lmlib.utils.beta.edge_detection
      • lmlib.utils.beta.find_max_mask
      • lmlib.utils.beta.load_source_csv
      • lmlib.utils.beta.mpoly_fit_subspace1
      • lmlib.utils.beta.poly_filter
      • lmlib.utils.beta.zero_cross_ind
  • Introductory Example

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