YOU GUNNA LEARN
Markov Chains
How to fake smart with dumb math.
I MAKE SILLY
CHAT BOTS
HOW
DOES IT WORK?
A markov chain is a model of some random process where to determine the next step only depends on what's happened by probability.
HOW MAKE MAPPING
Every bot has a mapping like this
But with letters, instead of words
LET'S
SEND A MESSAGE
How do the bots make sentences?
H = 78%
t = 10%
: = 9%
...
►
Markov Depth = 3
►
How do the bots make sentences?
e = 33%
o = 10%
a = 50%
i = 3%
...
►H
Markov Depth = 3
►H
How do the bots make sentences?
l = 83%
p = 10%
t = 7%
...
►Ho
Markov Depth = 3
►Ho
How do the bots make sentences?
e = 5%
l = 95%
...
►Hol
Markov Depth = 3
Hol
How do the bots make sentences?
e = 67%
a = 25%
o = 8%
...
►Holl
Markov Depth = 3
oll
How do the bots make sentences?
_ = 67%
m = 25%
...
►Holla
Markov Depth = 3
lla
How do the bots make sentences?
k = 1%
b = 99%
...
►Holla
Markov Depth = 3
la_
How do the bots make sentences?
o = 21%
y = 65%
u = 14%
...
►Holla b
Markov Depth = 3
a_b
How do the bots make sentences?
d = 2%
t = 48%
i = 50%
...
►Holla bo
Markov Depth = 3
_bo
How do the bots make sentences?
►Holla boi
Markov Depth = 3
boi
◄ = 85%
! = 15%
...
Holla boi
Sent!
LEMME
SEE DAT CODE
OTHER
USE CASE THO?
Google PageRank
Foreign Exchange Analysis
Modelling Thermodynamic Systems
Reinforcement Learning
Population Dynamics
Simulate DNA sequences
MUCH
THANKS
YO
Markov Chains
By Scott Tolksdorf
