Hyon S Chu hyonschu

## gist:f35030364bd82f3a44f8
def run(simulations=1000):
	totalvalue = 0
	env1a = []
	env2a = []
	env1 = 0
	env2 = 0
	for i in range(simulations):
		envelopes = [random.randint(2,20)]
		select = random.randint(0,1)
		if select==1:

## gist:040ebb341ef3a1c4aac3
<!DOCTYPE html>
<html lang="en">
    <head>
        <meta charset="utf-8">
            <title>Dark Souls II Body Armor Comparison</title>
            <style type="text/css">
                .yaxis path,
                .yaxis line,
                .xaxis path,
                .xaxis line {

## gist:aaeffc2df96f9947f04d
        d3.csv("body.csv", function(data) {
            data.forEach(function(d) {
                d.Phys = +d.Phys;d.Weight = +d.Weight;d.Poise = +d.Poise;d.Dur = +d.Dur;d.Mag = +d.Mag;d.Fire = +d.Fire;d.Light = +d.Light;d.Dark = +d.Dark;d['Total Defense'] = +d['Total Defense'];
            });

            durD = [0, 0.73537253793028479, 255, 28.412505932894664]
            totalD =[0, -3.8152939360143563, 1559, 21.764254501971635]
            physD = [0, -1.2297935879109552, 437, 22.496383451350237]
            poiseD = [0, 4.0077181112133058, 47.0, 21.730141021739236]
            magD = [0, 9.4949059782753427, 135, 6.0664293336673314]

## gist:8fa27bf0b852da2643e3
<!DOCTYPE html>
<html lang="en">
    <head>
        <meta charset="utf-8">
        <title>D3 Test</title>
        <script type="text/javascript" src="d3.min.js"></script>
    </head>
    <body>
        <script type="text/javascript">
        // load the csv file!

## darksoulsbody.csv
Name,Phys,Str,Sls,Thr,Mag,Fire,Light,Dark,Poise,Poison,Bleed,Petrify,Curse,Dur,Weight,Scaling,Prerequisite,Reinforcement,Effect,Def/Weight,Poise/Weight,Magic/Weight,Total Magic Def,Total Defense,Total Def/Weight
Alonne Captian Helm,53,50,56,53,11,17,7,11,12,6,12,0,0,90,5.1,C,,Titanite,Fire Def +,10.39,2.35,2.25,46,205,40.2
Alonne Captian Helm+10,106,100,112,106,22,34,15,22,12,11,25,0,0,90,5.1,C,,Titanite,Fire Def +,20.78,2.35,4.56,93,411,80.59
Alonne Knight Helm,49,47,52,49,9,15,7,9,9,5,10,0,0,80,4.6,C,,Titanite,,10.65,1.96,2.17,40,188,40.87
Alonne Knight Helm+10,99,94,104,99,18,29,14,18,9,9,21,0,0,80,4.6,C,,Titanite,,21.52,1.96,4.29,79,376,81.74
Alva Helm,38,36,39,37,10,11,8,11,6,11,15,0,0,80,3.7,C,,Titanite,,10.27,1.62,2.7,40,152,41.08
Alva Helm+10,75,72,78,74,21,23,16,22,6,22,23,0,0,80,3.7,C,,Titanite,,20.27,1.62,5.54,82,306,82.7
Archdrake Helm,49,49,49,49,16,15,26,15,7.5,13,11,0,0,80,5.4,C,,Titanite,,9.07,1.39,3.33,72,219,40.56
Archdrake Helm+10,98,98,98,98,31,30,51,29,7.5,26,22,0,0,80,5.4,C,,Titanite,,18

## gist:c3ccd51c17aec9fb9ae1
class montymc(object):
	"""
	### VARIABLES ###
	samples = how many trials to run
	simulations = number of simulations of X samples
	doors = number of doors for the game (default: 3)
	switch dictates what the user does after monty opens the door:
	switch = 0, no switching
	switch = 1, always switch
	switch = 2, random

## gist:07d66c402b14bdb6c398
collect=[]
def fib(length):
    first = 1
    second = 1
    if length < 2:
        return length
    else:
        collect = [0,1,1]
        length = length-2
        for i in range(length):

## gist:9944886
import pickle
import seaborn as sns
import pandas as pd
import numpy as np
from collections import Counter
import matplotlib.pyplot as plt
import pymc as pm
import math
import pdb


## gist:9944874
import pickle
import seaborn as sns
import pandas as pd
import numpy as np
from collections import Counter
import matplotlib.pyplot as plt
import pymc as pm
import math
import pdb


## gist:9939408
import pickle
import seaborn as sns
import pandas as pd
import numpy as np
from collections import Counter
import matplotlib.pyplot as plt
import pymc as pm
import math
import pdb
	def run(simulations=1000):
	totalvalue = 0
	env1a = []
	env2a = []
	env1 = 0
	env2 = 0
	for i in range(simulations):
	envelopes = [random.randint(2,20)]
	select = random.randint(0,1)
	if select==1:
	<!DOCTYPE html>
	<html lang="en">
	<head>
	<meta charset="utf-8">
	<title>Dark Souls II Body Armor Comparison</title>
	<style type="text/css">
	.yaxis path,
	.yaxis line,
	.xaxis path,
	.xaxis line {
	d3.csv("body.csv", function(data) {
	data.forEach(function(d) {
	d.Phys = +d.Phys;d.Weight = +d.Weight;d.Poise = +d.Poise;d.Dur = +d.Dur;d.Mag = +d.Mag;d.Fire = +d.Fire;d.Light = +d.Light;d.Dark = +d.Dark;d['Total Defense'] = +d['Total Defense'];
	});

	durD = [0, 0.73537253793028479, 255, 28.412505932894664]
	totalD =[0, -3.8152939360143563, 1559, 21.764254501971635]
	physD = [0, -1.2297935879109552, 437, 22.496383451350237]
	poiseD = [0, 4.0077181112133058, 47.0, 21.730141021739236]
	magD = [0, 9.4949059782753427, 135, 6.0664293336673314]
	Name,Phys,Str,Sls,Thr,Mag,Fire,Light,Dark,Poise,Poison,Bleed,Petrify,Curse,Dur,Weight,Scaling,Prerequisite,Reinforcement,Effect,Def/Weight,Poise/Weight,Magic/Weight,Total Magic Def,Total Defense,Total Def/Weight
	Alonne Captian Helm,53,50,56,53,11,17,7,11,12,6,12,0,0,90,5.1,C,,Titanite,Fire Def +,10.39,2.35,2.25,46,205,40.2
	Alonne Captian Helm+10,106,100,112,106,22,34,15,22,12,11,25,0,0,90,5.1,C,,Titanite,Fire Def +,20.78,2.35,4.56,93,411,80.59
	Alonne Knight Helm,49,47,52,49,9,15,7,9,9,5,10,0,0,80,4.6,C,,Titanite,,10.65,1.96,2.17,40,188,40.87
	Alonne Knight Helm+10,99,94,104,99,18,29,14,18,9,9,21,0,0,80,4.6,C,,Titanite,,21.52,1.96,4.29,79,376,81.74
	Alva Helm,38,36,39,37,10,11,8,11,6,11,15,0,0,80,3.7,C,,Titanite,,10.27,1.62,2.7,40,152,41.08
	Alva Helm+10,75,72,78,74,21,23,16,22,6,22,23,0,0,80,3.7,C,,Titanite,,20.27,1.62,5.54,82,306,82.7
	Archdrake Helm,49,49,49,49,16,15,26,15,7.5,13,11,0,0,80,5.4,C,,Titanite,,9.07,1.39,3.33,72,219,40.56
	Archdrake Helm+10,98,98,98,98,31,30,51,29,7.5,26,22,0,0,80,5.4,C,,Titanite,,18
	class montymc(object):
	"""
	### VARIABLES ###
	samples = how many trials to run
	simulations = number of simulations of X samples
	doors = number of doors for the game (default: 3)
	switch dictates what the user does after monty opens the door:
	switch = 0, no switching
	switch = 1, always switch
	switch = 2, random
	collect=[]
	def fib(length):
	first = 1
	second = 1
	if length < 2:
	return length
	else:
	collect = [0,1,1]
	length = length-2
	for i in range(length):
	import pickle
	import seaborn as sns
	import pandas as pd
	import numpy as np
	from collections import Counter
	import matplotlib.pyplot as plt
	import pymc as pm
	import math
	import pdb