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=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): 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
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): 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