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s zNormalDist.__rsub__c C s& t |t�stS | j|jko$| j|jkS r) )rb r �NotImplementedr� r� r� r& r& r' �__eq__E s zNormalDist.__eq__c C s t | j| jf�S r) )�hashr� r� r� r& r& r' �__hash__K s zNormalDist.__hash__c C s t | �j� d| j�d| j�d�S )Nz(mu=z, sigma=�))r2 r# r� r� r� r& r& r' �__repr__O s zNormalDist.__repr__)r� r� )rt ) r# r$ r% � __slots__r� � classmethodr� r� r� r� r� r r� �propertyr r r r r r� r� r� r� r� r� �__radd__r� �__rmul__r� r� r� r& r& r& r' r � sD � " )r� �__main__)�isclose)�add�sub�mul�truediv)�repeat� � ���� i�� z Test z with another NormalDist:� z with a constant:� z Test constant with �:c C s d S r) r& )�G1�G2r& r& r' � assert_close s r� i�����I � �/ g `@@c C s g | ] }|t �qS r& ��sra r& r& r' r� � s r� c C s g | ] }|t �qS r& r� ra r& r& r' r� � s c C s g | ] }|t �qS r& r� ra r& r& r' r� � s c C s g | ] }|t �qS r& r� ra r& r& r' r� � s c C s g | ]\}}|| �qS r& r& �r* rA �yr& r& r' r� � s c C s g | ]\}}|| �qS r& r& r� r& r& r' r� � s )r )rX )r( )N)N)N)N)N)Q�__all__r@ rc r� Z fractionsr �decimalr � itertoolsr Zbisectr r r r r r r r r r �operatorr! � collectionsr" rM r r> rB r0 r. rP rT rW rZ r r r r r r r r r r r r� r r r r r� r Z _statistics� ImportErrorr# r� r� r� r� r� r� ZdoctestZg1Zg2r, r� r� r� �func�printr� r3 Zconstr� r� r� r� rG �zipZtestmodr& r& r& r' �<module>T s� � ( : / 7 79 / , J Q � �
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