Node

Constructor

Node(val)

Primary data structure for reverse mode automatic differentiation.

Dunder Methods

Node.__add__(other)	Return the sum of self and other.
Node.__radd__(other)	Return the sum of two numbers, when the left operand is not a Node
Node.__sub__(other)	Returns the difference between self and other.
Node.__rsub__(other)	Return the difference between two numbers, when the left operand is not Node
Node.__mul__(other)	Return the product of self and other.
Node.__rmul__(other)	Return the product of two numbers, when the left operand is not a Node
Node.__truediv__(other)	Return the quotient of self and other.
Node.__rtruediv__(other)	Return the quotient of two numbers, when the left operand is not a Node.
Node.__pow__(other)	Return self to the power of other.
Node.__rpow__(other)	Return other to the power of self if other is not a Node.
Node.__neg__()	Return negation of self.
Node.__lt__(other)	Return element-wise (value and derivative) less than comparison of self and other.
Node.__gt__(other)	Return element-wise (value and derivative) greater than comparison of self and other.
Node.__le__(other)	Return element-wise (value and derivative) less than or equal comparison of self and other.
Node.__ge__(other)	Return element-wise (value and derivative) greater than or equal comparison of self and other.
Node.__eq__(other)	Return element-wise (value and derivative vector) equality comparison of self and other.
Node.__ne__(other)	Return element-wise (value and derivative vector) inequality comparison of self and other.

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autodiff.reverse.Node