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                import functools  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from ... import problems  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                class SolowModel(problems.IVP):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    Class representing a generic Solow growth model.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    Attributes  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    ----------  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    equilibrium_capital : function  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        Equilibrium value for capital (per unit effective labor).  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    intensive_output : function  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        Output (per unit effective labor supply).  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    params : dict(str: float)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        Dictionary of model parameters.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def __init__(self, f, k_star, params):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        Initialize an instance of the SolowModel class.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        Parameters  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        ----------  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        f : function  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            Output (per unit effective labor supply).  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        k_star : function  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            Equilibrium value for capital (per unit effective labor).  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        params : dict(str: float)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            Dictionary of model parameters.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        rhs = self._rhs_factory(f)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        self._equilbrium_capital = k_star  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        self._intensive_output = f  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        super(SolowModel, self).__init__(self._initial_condition, 1, 1, params, rhs)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    @property  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def equilibrium_capital(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return self._equilbrium_capital  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    @property  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def intensive_output(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return self._intensive_output  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    @staticmethod  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def _initial_condition(t, k, k0, **params):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return [k - k0]  | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
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                    @classmethod  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    def _solow_model(cls, t, k, f, delta, g, n, s, **params):  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        return [s * f(k, **params) - (g + n + delta) * k]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    @classmethod  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def _rhs_factory(cls, f):  | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
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                        return functools.partial(cls._solow_model, f=f)  | 
            
            
                                                        
            
                                    
            
            
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