Infinite sum involving powers and factorials

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I am interested in evaluating the following infinite sum \begin{equation} \sum_{n=0}^{\infty} \frac{\alpha^{n}}{n!}n^{\beta} \end{equation}

where both $\alpha$ and $\beta$ are real numbers. However, in addition, $\alpha$ is always positive.

Clearly the sum converges for any value of $\alpha$ and $\beta$ since the factorial kills both exponential and power terms for sufficiently large $m$'s. Does the sum have a closed form?

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Assuming $\alpha=e^{\gamma}$,

$$\sum_{n\geq 0}\frac{\alpha^n}{n!}n^\beta = \sum_{n\geq 0}\frac{e^{\gamma n}}{n!}n^{\beta}=\left.\frac{\partial^\beta}{\partial u^{\beta}}\,\exp(\exp( u))\right|_{u=\gamma}.$$ If $\beta\not\in\mathbb{N}$, see fractional calculus.