import pandas as pd
from os.path import dirname, join
[docs]def load_ames():
"""Load ames housing dataset.
Returns
-------
data : DataFrame
DataFrame containing the ames housing dataset.
"""
module_path = dirname(__file__)
return pd.read_pickle(join(module_path, 'ames_housing.pkl.bz2'))
[docs]def load_titanic():
"""Load titanic dataset.
Returns
-------
data : DataFrame
DataFrame containing the titanic dataset.
"""
module_path = dirname(__file__)
return pd.read_csv(join(module_path, 'titanic.csv'))
[docs]def load_adult():
"""Load adult census dataset.
Returns
-------
data : DataFrame
DataFrame containing the adult dataset.
"""
module_path = dirname(__file__)
return pd.read_csv(join(module_path, 'adult.csv.gz'))
def data_path(filename):
module_path = dirname(__file__)
return join(module_path, filename)