As a partial answer, there is no smooth partition of $\mathbb{R}^3$ into smooth loops. For, consider the quotient space; it is necessarily a two-orbifold (locally a surface, possibly having isolated points each having a neighbourhood modelled on $\mathbb{R}^2$ modulo a finite-order rotation).
Since $\mathbb{R}^3$ is non-compact and simply connected, so is the quotient. The only such orbifold is $\mathbb{R}^2$. Thus the partition gives $\mathbb{R}^3$ the structure of an $S^1$-bundle over $\mathbb{R}^2$. But the fundamental group of any such bundle is $\mathbb{Z}$, contradicting the fact that $\mathbb{R}^3$ is simply connected.
Smoothness is not strictly necessary. Instead we need that every loop has a small neighbourhood which is homeomorphic to a "standard fibring of a solid torus". This obtained, the partition gives $\mathbb{R}^3$ the structure of a Seifert fibered space. The non-compact case is more difficult than the compact case, but there is still a rich theory.