Solution (source code)

= Solution

The map $F$ is a <nonsingular transformation> with respect to $\omega$ when
$$
\omega(N)=0\quad\Longrightarrow\quad
\omega(F^{-1}(N))=0.
$$
Equivalently, the <pushforward measure> $F_*\omega(B)=\omega(F^{-1}(B))$ satisfies $F_*\omega\ll\omega$.

For an essentially bounded observable $g$, define the <Koopman operator>
$$
\boxed{K_Fg=g\circ F.}
$$
Nonsingularity makes this well defined on almost-everywhere equivalence classes. By the <Radon-Nikodym theorem>,
$$
\|K_Fg\|_2^2
=\int|g|^2\,d(F_*\omega)
=\int|g|^2\frac{d(F_*\omega)}{d\omega}\,d\omega.
$$
Consequently the <bounded Koopman operator criterion> is
$$
\boxed{
K_F:L^2(\omega)\to L^2(\omega)\text{ is bounded}
\iff
\frac{d(F_*\omega)}{d\omega}\in L^\infty(\omega).}
$$