def parse():
"""Handle all command line argument parsing.
Returns the parsed args object from the parser
"""
parser = argparse.ArgumentParser()
parser = utility.add_common_parsing(parser)
parser.add_argument(
"--documents",
dest="documents",
type=str,
required=False,
default=None,
metavar="<str>",
help="The input path for the documents json",
)
parser.add_argument(
"--aspects",
dest="aspects",
type=str,
required=False,
default=None,
metavar="<str>",
help="The input path for the aspects json",
)
cmd_args = parser.parse_args()
return cmd_args
def parse():
"""Handle all command line argument parsing.
Returns the parsed args object from the parser
"""
parser = argparse.ArgumentParser()
parser = utility.add_common_parsing(parser)
parser.add_argument(
"--documents",
dest="documents",
type=str,
required=False,
default="",
metavar="<str>",
help="the document set",
)
parser.add_argument(
"--name",
dest="name",
type=str,
required=False,
default="",
metavar="<str>",
help="the name to save",
)
cmd_args = parser.parse_args()
return cmd_args
def parse():
"""Handle all command line argument parsing.
Returns the parsed args object from the parser
"""
parser = argparse.ArgumentParser()
parser = utility.add_common_parsing(parser)
cmd_args = parser.parse_args()
return cmd_args
def parse():
"""Handle all command line argument parsing.
Returns the parsed args object from the parser
"""
parser = argparse.ArgumentParser()
parser = utility.add_common_parsing(parser)
parser.add_argument(
"--col",
dest="column",
type=str,
required=False,
default="content",
metavar="<str>",
help="The name of the column with the article text",
)
parser.add_argument(
"--source-column",
dest="source_column",
type=str,
required=False,
default="publication",
metavar="<str>",
help="The name of the column with the article source",
)
parser.add_argument(
"--keywords",
dest="keywords",
type=str,
required=False,
default="",
metavar="<str>",
help="The set of words a document must contain",
)
parser.add_argument(
"--ignore-source",
dest="ignore_source",
type=str,
required=False,
default="",
metavar="<str>",
help="The set of sources to ignore",
)
cmd_args = parser.parse_args()
return cmd_args
def parse():
"""Handle all command line argument parsing.
Returns the parsed args object from the parser
"""
parser = argparse.ArgumentParser()
parser = utility.add_common_parsing(parser)
# model parameters
parser.add_argument(
"--dim",
dest="embed_dim",
type=int,
metavar="<int>",
required=False,
default=200,
help="Embeddings dimension (default=200)",
)
parser.add_argument(
"--win",
dest="window",
type=int,
metavar="<int>",
required=False,
default=5,
help="Window for word2vec (default=5)",
)
parser.add_argument(
"--min",
dest="min_count",
type=int,
metavar="<int>",
required=False,
default=10,
help="min_count for word2vec (default=10)",
)
parser.add_argument(
"--epochs",
dest="epochs",
type=int,
metavar="<int>",
required=False,
default=2,
help="Number of epochs (default=2)",
)
cmd_args = parser.parse_args()
return cmd_args
def parse():
"""Handle all command line argument parsing.
Returns the parsed args object from the parser
"""
parser = argparse.ArgumentParser()
parser = utility.add_common_parsing(parser)
parser.add_argument(
"--bias-file",
dest="bias_file",
type=str,
required=False,
default="",
metavar="<str>",
help="the csv with the leanings",
)
cmd_args = parser.parse_args()
return cmd_args
def parse():
"""Handle all command line argument parsing.
Returns the parsed args object from the parser
"""
parser = argparse.ArgumentParser()
parser = utility.add_common_parsing(parser)
parser.add_argument(
"--input-2",
dest="input_2",
type=str,
required=False,
default=None,
metavar="<str>",
help="The second input file",
)
cmd_args = parser.parse_args()
return cmd_args
def parse():
"""Handle all command line argument parsing.
Returns the parsed args object from the parser
"""
parser = argparse.ArgumentParser()
parser = utility.add_common_parsing(parser)
parser.add_argument(
"--documents",
dest="documents",
type=str,
required=False,
default="",
metavar="<str>",
help="the document set",
)
parser.add_argument(
"--name",
dest="model_name",
type=str,
required=False,
default="",
metavar="<str>",
help="the name to save",
)
parser.add_argument(
"--type",
dest="model_type",
type=str,
required=False,
default="lr",
metavar="<str>",
help="the type of model to use",
)
parser.add_argument(
"--undersample",
dest="undersample",
action="store_true",
help="Specify this flag to undersample data",
)
parser.add_argument(
"--oversample",
dest="oversample",
action="store_true",
help="Specify this flag to oversample data",
)
parser.add_argument(
"--balanced",
dest="balanced",
action="store_true",
help="Specify this flag to use scikit learn's balancing argument",
)
parser.add_argument(
"--lean",
dest="lean",
action="store_true",
help="Specify this flag to predict lean instead of source",
)
cmd_args = parser.parse_args()
return cmd_args