<commit_before>#
# models - Statistical Models
#

__docformat__ = 'restructuredtext'

from version import __version__
from info import __doc__

#import regression
from regression import *
#import glm
from glm import *
#import rlm
from rlm import *
import model
import tools
import datasets # why did I have to add this but robust and family are imported?
from datasets import *
# tried add_subpackage in both setup.py

__all__ = filter(lambda s:not s.startswith('_'),dir())
from numpy.testing import Tester
#test = Tester().test(extra_argv=["--exe"])
test = Tester().test
#TODO:
#def test():
#'''
#on posix systems, this need to be the test call
#'''
#    Tester().test(extra_argv=["--exe"])<commit_msg>Started to change __init__.py so extra_argv doesn't need to be supplied on posix system.  Bug in NoseTester?<commit_after>#
# models - Statistical Models
#

__docformat__ = 'restructuredtext'

from version import __version__
from info import __doc__

#import regression
from regression import *
#import glm
from glm import *
#import rlm
from rlm import *
import model
import tools
import datasets # why did I have to add this but robust and family are imported?
from datasets import *
# tried add_subpackage in both setup.py

__all__ = filter(lambda s:not s.startswith('_'),dir())
#from numpy.testing import Tester
#test = Tester().test(extra_argv=["--exe"])
test = Tester().test
#TODO:
#this can't work until bug in NoseTester is fixed?
#def test():
#    '''
#    on posix systems, this need to be the test call
#    '''
#    from numpy.testing import Tester
#    import os
#    package_name = os.path.dirname(os.path.abspath(__file__))
#    Tester(package=package_name).test(extra_argv=["--exe"])
{'fraction_non_alphanumeric': 0.10817166372721929, 'fraction_numerical': 0.0, 'mean_word_length': 4.730639730639731, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '340202', 'n_tokens_mistral': 548, 'n_tokens_neox': 531, 'n_words': 196}