docs

Author: rtmigo

README.md

@@ -61,17 +61,7 @@ from markov_walk import MarkovWalk
 
 step_right_probs = [0.3, 0.5, 0.7, 0.4, 0.8, 0.9]
 walk = MarkovWalk(step_right_probs)
-```
-
-- `walk.ever_reach_probs[start_state][end_state]` is the probability, that after
-infinite wandering started at `start_state` we will ever reach the point `end_state`
-
-- `walk.right_edge_probs[state]` is the probability for a starting `state`, that after infinite wandering we will leave 
-the table on the right, and not on the left
 
-By states we mean `int` indexes in `step_right_probs`.   
-
-```python3
 # the motion begins at state 2. 
 # How can we calculate the probability that we will get to state R before we get to state L?
 print(walk.right_edge_probs[2])
@@ -81,6 +71,15 @@ print(walk.right_edge_probs[2])
 print(walk.ever_reach_probs[1][3])
 
 ```
+
+- `walk.ever_reach_probs[start_state][end_state]` is the probability, that after
+infinite wandering started at `start_state` we will ever reach the point `end_state`
+
+- `walk.right_edge_probs[state]` is the probability for a starting `state`, that after infinite wandering we will leave 
+the table on the right, and not on the left
+
+By states we mean `int` indexes in `step_right_probs`.   
+
 -----
 <sup><a name="myfootnote1">*</a></sup> Perhaps you are worried about why the ticket collectors are going to kick the passenger out. The reason is that he is traveling on a lottery ticket.