def load_pandas(): data = _get_data() ##### SET THE INDICES ##### #NOTE: None for exog_idx is the complement of endog_idx return du.process_recarray_pandas(data, endog_idx=0, exog_idx=None, dtype=float)
def load_pandas(): """Load the credit card data and returns a Dataset class. Returns ------- Dataset instance: See DATASET_PROPOSAL.txt for more information. """ data = _get_data() return du.process_recarray_pandas(data, endog_idx=0)
def load_pandas(): """Load the anes96 data and returns a Dataset class. Returns ------- Dataset instance: See DATASET_PROPOSAL.txt for more information. """ data = _get_data() return du.process_recarray_pandas(data, endog_idx=5, exog_idx=[10, 2, 6, 7, 8], dtype=float)
def load_pandas(): """ Load the strikes data and return a Dataset class instance. Returns ------- Dataset instance: See DATASET_PROPOSAL.txt for more information. """ data = _get_data() return du.process_recarray_pandas(data, endog_idx=0, dtype=float)
def load_pandas(): """Load the anes96 data and returns a Dataset class. Returns ------- Dataset instance: See DATASET_PROPOSAL.txt for more information. """ data = _get_data() return du.process_recarray_pandas(data, endog_idx=5, exog_idx=[10,2,6,7,8], dtype=float)
def load_pandas(): """ Load the Spector dataset and returns a Dataset class instance. Returns ------- Dataset instance: See DATASET_PROPOSAL.txt for more information. """ data = _get_data() return du.process_recarray_pandas(data, endog_idx=3, dtype=float)
def load_pandas(): """ Load the data modechoice data and return a Dataset class instance. Returns ------- Dataset instance: See DATASET_PROPOSAL.txt for more information. """ data = _get_data() return du.process_recarray_pandas(data, endog_idx = 2, exog_idx=[3,4,5,6,7,8], dtype=float)
def load_pandas(): """ Loads the RAND HIE data and returns a Dataset class. ---------- endog - response variable, mdvis exog - design Returns Load instance: a class of the data with array attrbutes 'endog' and 'exog' """ from pandas import read_csv data = read_csv(PATH) return du.process_recarray_pandas(data, endog_idx=0)
def load_pandas(): """ Loads the Grunfeld data and returns a Dataset class. Returns ------- Dataset instance: See DATASET_PROPOSAL.txt for more information. Notes ----- raw_data has the firm variable expanded to dummy variables for each firm (ie., there is no reference dummy) """ from pandas import DataFrame data = _get_data() raw_data = categorical(data, col='firm', drop=True) ds = du.process_recarray_pandas(data, endog_idx=0) ds.raw_data = DataFrame(raw_data) return ds
def load_pandas(): data = _get_data() ##### SET THE INDICES ##### #NOTE: None for exog_idx is the complement of endog_idx return du.process_recarray_pandas(data, endog_idx=2, exog_idx=[7,4,3,5], dtype=float, index_idx=0)
def load_pandas(): data = _get_data() return du.process_recarray_pandas(data, endog_idx=0, dtype=float)
def load_pandas(): data = _get_data() return du.process_recarray_pandas(data, endog_idx=['NABOVE', 'NBELOW'], dtype=float)