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=SEED, nBatch=10, nLap=1,
dataorderseed=0, **kwargs):
'''
Args
-------
seed
nDocTotal
nWordsPerDoc
'''
Data = CreateToyDataFromLDAModel(seed=seed, **kwargs)
DataIterator = AdmixMinibatchIterator(Data,
nBatch=nBatch, nLap=nLap, dataorderseed=dataorderseed)
DataIterator.summary = get_data_info(**kwargs)
return DataIterator
def get_minibatch_iterator(seed=SEED,
nBatch=10,
nLap=1,
dataorderseed=0,
**kwargs):
'''
Args
-------
seed
nDocTotal
nWordsPerDoc
'''
Data = CreateToyDataFromLDAModel(seed=seed, **kwargs)
DataIterator = AdmixMinibatchIterator(Data,
nBatch=nBatch,
nLap=nLap,
dataorderseed=dataorderseed)
DataIterator.summary = get_data_info(**kwargs)
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, nLap=1,
dataorderseed=0, **kwargs):
Data = WordsData.read_from_mat(matfilepath)
DataIterator = AdmixMinibatchIterator(Data, nBatch=nBatch, nObsBatch=300, 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):
words_dict = get_BoW(seed)
Data = WordsData( **words_dict )
DataIterator = AdmixMinibatchIterator(Data, nBatch=nBatch, nObsBatch=nObsBatch, nLap=nLap, dataorderseed=dataorderseed)
DataIterator.summary = get_data_info()
return DataIterator