We generalize both the notion of polynomial functions on Lie groups and the notion of horizontally affine maps on Carnot groups. We fix a subset of the algebra of left-invariant vector fields on a Lie group $\mathbb GS\mathfrak gf:\mathbb G\to \mathbb R\mathbb GSX\in Sk\in \mathbb N$ such that the iterated derivative is zero in the sense of distributions. First, we show that all -polynomial functions (as well as distributions) are represented by analytic functions and, if the exponent in the previous definition is independent on , they form a finite-dimensional vector space. Second, if is connected and nilpotent we show that -polynomial functions are polynomial functions in the sense of Leibman. The same result may not be true for non-nilpotent groups. Finally, we show that in connected nilpotent Lie groups, being polynomial in the sense of Leibman, being a polynomial in exponential chart, and the vanishing of mixed derivatives of some fixed degree along directions of are equivalent notions.

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