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Implementation of automatic differentiation (AD) in forward and backward modes with mathematical explanations

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Implementation of automatic differentiation (AD) in forward and backward modes with mathematical explanations

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python automatic-differentiation python3 computation-graph dual-numbers derivatives gradient jacobian hessian differentiation taylor-series partial-derivative scalar-fields directional-derivative

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