Proof that the Lorentz Group SO(3,1) is a manifold

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I am trying to prove that the Lorentz group $SO(3,1)$ is a Lie group. To prove that it is a manifold, I was thinking of proving that it is a closed subgroup of $GL(4,\mathbb{R})$. Firstly, I have not convinced myself that it is in fact closed. If it is, I am not sure how to start that proof. I have also considered proving it is a manifold by means of the constant-rank level set theorem in the way that O(n) is proven to be a regular submanifold of $GL(n,\mathbb{R})$ by devising a constant rank map $f: GL(n,\mathbb{R}) \rightarrow GL(n,\mathbb{R})$ of which $SO(3,1)$ is the inverse. However, I have yet to find such a map. Does anyone have any hints to get me started on this proof, or a link to an alternate proof?

edit: I am now thinking that the best route to take is to prove that $SO(3,1)$ is the zero set of polynomial equations on $GL(n,\mathbb{R})$. If I can show that, then I can prove that $SO(3,1)$ is closed. However, the definition of $SO(3,1)$ is more complicated than that of $O(n)$ or $SL(n,\mathbb{R})$, so I am still stuck on this proof.

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The Lorentz group $\mathrm{O}(3,1)$ is the zero level set of $$ f : \mathrm{GL}(n)\to\mathrm{GL}(n), \Lambda\mapsto \Lambda \eta \Lambda^T - \eta $$ by definition, where $\eta$ is the usual Minkowski metric of signature $(3,1)$.