Name		Name	Last commit message	Last commit date
parent directory ..
README.md		README.md
Thailand_population_history.csv		Thailand_population_history.csv
animation.py		animation.py
average_income_per_month_per_household_41-58.csv		average_income_per_month_per_household_41-58.csv
dataset.csv		dataset.csv
example_price_house_11.csv		example_price_house_11.csv
example_price_house_40.csv		example_price_house_40.csv
example_price_house_40_headcolumn.csv		example_price_house_40_headcolumn.csv
food_truck.csv		food_truck.csv
one_feature.py		one_feature.py
regression_example.py		regression_example.py

README.md

Linear regression

Example predicts food truck
Example predicts house price

Nonlinear regression

Example predicts Thailand population history
Example predicts average income per month per household of Thailand (B.E 41-58)
Example predicts Boston house-prices

Datasets

Example	Dataset file	Cites
Food truck	food_truck.csv	course online taught by Andrew Ng
House price	example_price_house_40_headcolumn.csv
Thailand population history	Thailand_population_history.csv	http://countrymeters.info/en/Thailand
Average income per month per household of Thailand (B.E 41-58)	average_income_per_month_per_household_41-58.csv	https://data.go.th
Boston house-prices	use sklearn.datasets.load_boston() function load the Boston dataset instead	Boston dataset