def get_config():
now_as_string = str(datetime.now()).replace(" ", "_").replace(
":", "_").replace("-", "_").replace(".", "_")
config = KiwiTesterConfig(
data_converter=TopNUsersInTestingSplitter(1),
product_converter=DefaultProductConverter(),
service_domain="http://localhost:8000/",
evaluator=PercentageRMSEEvaluator(),
stats_output="/stats/upic_stats_{}.txt".format(now_as_string))
return config
def get_config():
now_as_string = str(datetime.now()).replace(" ", "_").replace(":", "_").replace("-", "_").replace(".", "_")
config = KiwiTesterConfig(
data_converter = ListUserPercentageSplitter(0.8),
product_converter = DefaultProductConverter(),
service_domain = "http://localhost:8000/",
evaluator = RMSEEvaluator(EasyMatrixNormalizer(1)),
stats_output = "/stats/movielens_very_small_stats_{}.txt".format(now_as_string)
)
return config
def get_config():
now_as_string = str(datetime.now()).replace(" ", "_").replace(
":", "_").replace("-", "_").replace(".", "_")
config = KiwiTesterConfig(
data_converter=RandomPercentageSplitter(0.8),
product_converter=DefaultProductConverter(),
service_domain="http://localhost:8000/",
evaluator=RMSEEvaluator(),
skip_training=False,
skip_products=False,
stats_output="/stats/movielens_100k_stats_{}.txt".format(
now_as_string))
return config
def _init_defaults(self):
self.data_converter = MatrixConverter()
self.product_converter = DefaultProductConverter()
self.testing_style = 'instant'
self.mysql_config = {
'host': '...',
'username': '******',
'pw': '...',
'database': '...',
'table_prefix': '...'
}
self.service_domain = '...'
self.evaluator = RMSEEvaluator()
self.skip_products = False
self.skip_training = False
self.skip_testing = False
self.stats_output = None
self.no_testing_feedback = False