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from sympy.core.basic import Basic from sympy.stats.rv import PSpace, _symbol_converter, RandomMatrixSymbol
class RandomMatrixPSpace(PSpace): """
Represents probability space for random matrices. It contains the mechanics for handling the API calls for random matrices. """
def __new__(cls, sym, model=None): sym = _symbol_converter(sym) if model: return Basic.__new__(cls, sym, model) else: return Basic.__new__(cls, sym)
@property def model(self): try: return self.args[1] except IndexError: return None
def compute_density(self, expr, *args): rms = expr.atoms(RandomMatrixSymbol) if len(rms) > 2 or (not isinstance(expr, RandomMatrixSymbol)): raise NotImplementedError("Currently, no algorithm has been " "implemented to handle general expressions containing " "multiple random matrices.") return self.model.density(expr)
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