pysr3.linear package

Submodules

• pysr3.linear.models module
  • LinearCADModel
    • LinearCADModel.instantiate()
  • LinearCADModelSR3
    • LinearCADModelSR3.instantiate()
  • LinearL0Model
    • LinearL0Model.instantiate()
  • LinearL0ModelSR3
    • LinearL0ModelSR3.instantiate()
  • LinearL1Model
    • LinearL1Model.instantiate()
  • LinearL1ModelSR3
    • LinearL1ModelSR3.instantiate()
  • LinearModel
    • LinearModel.check_is_fitted()
    • LinearModel.fit()
    • LinearModel.fit_problem()
    • LinearModel.instantiate()
    • LinearModel.predict()
    • LinearModel.predict_problem()
  • LinearSCADModel
    • LinearSCADModel.instantiate()
  • LinearSCADModelSR3
    • LinearSCADModelSR3.instantiate()
  • SimpleLinearModel
    • SimpleLinearModel.get_information_criterion()
    • SimpleLinearModel.instantiate()
  • SimpleLinearModelSR3
    • SimpleLinearModelSR3.get_information_criterion()
    • SimpleLinearModelSR3.instantiate()
• pysr3.linear.oracles module
  • LinearOracle
    • LinearOracle.aic()
    • LinearOracle.bic()
    • LinearOracle.forget()
    • LinearOracle.gradient()
    • LinearOracle.gradient_value_function()
    • LinearOracle.hessian()
    • LinearOracle.instantiate()
    • LinearOracle.loss()
    • LinearOracle.value_function()
  • LinearOracleSR3
    • LinearOracleSR3.aic()
    • LinearOracleSR3.bic()
    • LinearOracleSR3.find_optimal_parameters()
    • LinearOracleSR3.forget()
    • LinearOracleSR3.gradient_value_function()
    • LinearOracleSR3.instantiate()
    • LinearOracleSR3.loss()
    • LinearOracleSR3.value_function()
• pysr3.linear.problems module
  • LinearProblem
    • LinearProblem.from_dataframe()
    • LinearProblem.from_x_y()
    • LinearProblem.generate()
    • LinearProblem.to_x_y()

Module contents