michlee1337

# 1. Load the "Matching" library. 
> install.packages("Matching")
> library(Matching)

# 2. Load the lalonde data set into working memory. 
> data(lalonde)

# 3. What are the dimensions of the data set?
> str(lalonde)
## 445 observations of 12 variables (445x12)

michlee1337

# Question 1 (using "dim")
# What are the dimensions of the data set (how many rows and columns)?
dim(GerberGreenImai)
## [1] 10829    26

# Question 2 (using "names")
# What are the variable names?
names(GerberGreenImai)
## [1] "PERSONS"  "WARD"     "QUESTION" "MAILGRP"  "PHONEGRP" "PERSNGRP"
## [7] "APPEAL"   "CONTACT"  "MAILINGS" "AGE"      "MAJORPTY" "VOTE96.0"

michlee1337

# First we import the base automaton
from automata.base.automaton import Automaton #Begin by importing the following
from automata.tm.ntm import NTM

ntm = NTM(
    states={'q1', 'q2', 'q3', 'q4','q5','q6','q7','q8','qA'},
    input_symbols={'0', '1', '#'},
    tape_symbols={'0', '1', '#','x','.'},
    transitions={
        'q1': {