Conditional Probability Independency Table Thinking
A have found an alternative definition of independency for a given conditional probability $P(A|B)$, they are independent, iff all columns of the probability table are equal.
What does **equal** mean in this case? For instance
$$P(A|B) = \begin{pmatrix}0.3 & 0.7\\\0.7 & 0.3\end{pmatrix}$$
Where $A$ is associated with the columns and $B$ is associated with the rows, for instance $P(A=0|B=1) = 0.7$ read at the bottom on the left.
It means that $P(A=i\mid B=j)=P(A=i\mid B=k)$ for every $i$, $j$ and $k$.