Section 00 - Things Before Diving In#
Packages#
numpy
matplotlib
scienceplots
pandas
scikit-learn
keras
Some math:
\[\begin{split}
P(A_1 \cup A_2 \cup A_3)
& = P(B \cup A_3) \\
& = P(B) + P(A_3) - P(BA_3) \\
&= P(A_1) + P(A_2) - P(A_1A_2) + P(A_3) - P(A_1A_3 \cup A_2A_3) \\
&= \sum_{i=1}^3 P(A_i) - \mathop{\sum \sum}_{1 \le i < j \le 3} P(A_iA_j) + P(A_1A_2A_3)
\end{split}\]