Everything Is Right Expect Part $3.$ Pleas Help With Debugging

Compute the $22$ markov$\_$matrix transition matrix for the above Markov chain.

#grade $($enter your code in this cell $-$ DO NOT DELETE THIS LINE$)$

# Step $1$

# Step $1$ int$($isVowel$($char$))$ for char in poem$]$

Initialize transition counts

$A=np*zeros((2,2))$

# Count transitions

for $i$ in range$($len$(L)-1)$

$A[L[i+1],L[i]]+=1$

# Normalize A

markov$\_$matrix $=$ A $/$ A$.$sum$($axis$=0,$ keepdims$=$True$)$

Compute the steady state vector of this system

computational lab.

Use initial vector $x0=(0\mathrm{.}5,0\mathrm{.}5).$ Save this as steady$\_$state.

#grade $($enter your code in this cell $-$ DO NOT DELETE THIS LINE$)$

If Step $2$

initial$\_$vector $=$ np$.$array $([0\mathrm{.}5,0\mathrm{.}5])$

steady$\_$state $=$ power$\_$iteration$($markov$\_$matrix, initial$\_$vector$)$

Starting at a consonant, what is the probabilty that the third letter after it is a vowel?

If our string is $"{}_{\text{d}\text{o}\text{t}\text{s}}{}_{\text{d}\text{o}\text{t}\text{s}}$dots $",$ what is the probability that $$ is a vowel when $$ is a consonant? Save this as 'prob$\_$consonant$\_$to$\_$vowel$\_3\text{'}.$

#grade $($enter your code in this cell $-$ DO NOT DELETE THIS LINE$)$

prob$\_$consonant$\_$to$\_$vowel$\_3=$ steady$\_$state $[1]**$ markov$\_$matrix $[1,0{]}^{****3}$