def get_minibatch_iterator(nBatch=10, nLap=1,
dataorderseed=0, **kwargs):
Data = WordsData.read_from_mat(matfilepath)
DataIterator = AdmixMinibatchIterator(Data, nBatch=nBatch,
nLap=nLap, dataorderseed=dataorderseed)
DataIterator.summary = get_data_info(Data.nDocTotal, Data.vocab_size)
return DataIterator
def get_minibatch_iterator(seed=8675309,
nBatch=10,
nObsBatch=None,
nObsTotal=25000,
nLap=1,
allocModelName=None,
dataorderseed=0,
**kwargs):
Data = WordsData.read_from_mat(matfilepath)
DataIterator = AdmixMinibatchIterator(Data,
nBatch=nBatch,
nObsBatch=nObsBatch,
nLap=nLap,
dataorderseed=dataorderseed)
DataIterator.summary = get_data_info(Data.nDocTotal, Data.vocab_size)
return DataIterator
def get_minibatch_iterator(seed=8675309, nBatch=10, nObsBatch=None, nObsTotal=25000, nLap=1, allocModelName=None, dataorderseed=0, **kwargs):
Data = WordsData.read_from_mat( matfilepath )
DataIterator = AdmixMinibatchIterator(Data, nBatch=nBatch, nObsBatch=nObsBatch, nLap=nLap, dataorderseed=dataorderseed)
DataIterator.summary = get_data_info(Data.nDocTotal, Data.vocab_size)
return DataIterator
def get_data(seed=8675309, nObsTotal=25000, **kwargs):
''' Grab data from matfile specified by matfilepath
'''
Data = WordsData.read_from_mat( matfilepath )
Data.summary = get_data_info(Data.nDocTotal, Data.vocab_size)
return Data
def get_data(**kwargs):
''' Grab data from matfile specified by matfilepath
'''
Data = WordsData.read_from_mat(matfilepath)
Data.summary = get_data_info(Data.nDocTotal, Data.vocab_size)
return Data