Data-Science-Toolbox/simulation at master · shawlu95/Data-Science-Toolbox

Name		Name	Last commit message	Last commit date
parent directory ..
figs		figs
6_throw_dice.ipynb		6_throw_dice.ipynb
7_sided_die.ipynb		7_sided_die.ipynb
babylonian.ipynb		babylonian.ipynb
biased_coin.ipynb		biased_coin.ipynb
birthday_problem.ipynb		birthday_problem.ipynb
composite_normal.ipynb		composite_normal.ipynb
conditional_expectation.ipynb		conditional_expectation.ipynb
dating.ipynb		dating.ipynb
finding_pi.ipynb		finding_pi.ipynb
function_of_expectation.ipynb		function_of_expectation.ipynb
gender_ratio.ipynb		gender_ratio.ipynb
monty_hall.ipynb		monty_hall.ipynb
news_feed_ads.ipynb		news_feed_ads.ipynb
random_walk.ipynb		random_walk.ipynb
readme.md		readme.md
recapture.ipynb		recapture.ipynb
reservior_sampling.ipynb		reservior_sampling.ipynb
roulette.ipynb		roulette.ipynb
triangle.ipynb		triangle.ipynb
two_heads.ipynb		two_heads.ipynb
z_score.ipynb		z_score.ipynb

readme.md

Simulation Task	Notebook
Monty-Hall Problem: should I switch?	Link
Reservoir Sampling	Link
Throw a fair dice 6 times. Roll some number exactly 4 times	Link
Using 7-sided die to roll 1~10 with equal probability	Link
Using biased coin to simulate unbiased coin	Link
Finding square root using Babylonian method	Link
Gender ratio of boy and girl	Link
Probability of same birthdays	Link
Combining normal distribution	Link
Conditional expectation	Link
Picking adjectives	Link
Recapture wild animals	Link
Probability of forming triangle	Link
Expected number of coin flips to get two heads	Link
Meaning of z-score	Link
Calculating Pi with Monte Carlo simulation	Link
Function of expectation vs. expectation of function	Link
Random walk	Link
Roulette	Link