pico SDS

pico_SDS.py

import cochranenlp
cd cochranenlp # assuming you're in ipython-like environment...
from sds import pico_SDS
# this will take a long time, especially the first time
# because it should generate pickles of y_dict and the
# corresponding vectorizers. this will happen in 
# experiments/pico_DS. these should be saved to disk
# in the sds subdirectory. therafter, you can elide the
# y_dict_pickle argument and use the default
pico_SDS.run_DS_PICO_experiments(y_dict_pickle=None)

# run the SDS strategy as currently implemented
pico_SDS.run_DS_PICO_experiments(strategy="sds")