All non-isomorphic graphs

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How can I find all non-isomorphic graphs with 2, 3 or 4 nodes, including not-connected ones?

I know that to graphs $G_1$ and $G_2$ are isomorphic, if there is a bijective depiction $f: V(G_1) \rightarrow V(G_2) $ so that $[x,y] \in E(G_1) \Leftrightarrow [f(x),f(y)] \in E(G_2)$.

How can I use this to solve the task?