def get_data(**kwargs):
'''
Args
-------
filepath
Returns
-------
Data : bnpy XData object, with nObsTotal observations
'''
X = np.loadtxt(filepath, dtype=np.float64)
Data = XData(X=X)
Data.name = get_short_name()
Data.summary = get_data_info()
return Data
def get_data(seed=8675309, nObsTotal=25000, **kwargs):
'''
Args
-------
seed : integer seed for random number generator,
used for actually *generating* the data
nObsTotal : total number of observations for the dataset.
Returns
-------
Data : bnpy XData object, with nObsTotal observations
'''
X, TrueZ = get_X(seed, nObsTotal)
Data = XData(X=X, TrueZ=TrueZ)
Data.name = 'AsteriskK8'
Data.summary = get_data_info()
return Data
def get_data(seed=8675309, nObsTotal=25000, **kwargs):
''' Create and return toy dataset from 1D standard normal distribution.
Args
-------
seed : integer seed for random number generator,
used for actually *generating* the data
nObsTotal : total number of observations for the dataset.
Returns
-------
Data : bnpy XData object, with nObsTotal observations
'''
X, TrueZ = generate_data(seed, nObsTotal)
Data = XData(X=X, TrueZ=TrueZ)
Data.name = get_short_name()
Data.summary = get_data_info()
return Data
def get_data(seed=8675309, nObsTotal=None, nPerState=20, **kwargs):
'''
Args
-------
seed : integer seed for random number generator,
used for actually *generating* the data
nObsTotal : total number of observations for the dataset.
Returns
-------
Data : bnpy XData object, with nObsTotal observations
'''
if nObsTotal is not None:
nPerState = nObsTotal // K
X, TrueZ = genToyData(seed=seed, nPerState=nPerState)
Data = XData(X=X, TrueZ=TrueZ)
Data.name = get_short_name()
Data.summary = get_data_info()
return Data
def get_data(seed=8675309, nObsTotal=25000, **kwargs):
X, TrueZ = generateData(seed, nObsTotal)
Data = XData(X=X, TrueZ=TrueZ)
Data.name = get_short_name()
Data.summary = get_data_info()
return Data