def parse_cmdargs():
"""Parse command line arguments"""
parser = argparse.ArgumentParser(
"Make input importance(based on output sensitivity to random"
" input perturbations) profiles")
add_basic_eval_args(parser, PRESETS_EVAL)
add_concurrency_parser(parser)
parser.add_argument(
'--smear',
help='Smearing Value',
default=0.5,
dest='smear',
type=float,
)
parser.add_argument('-a',
'--annotate',
action='store_true',
dest='annotate',
help='Show y-values for each point')
return parser.parse_args()
def parse_cmdargs():
# pylint: disable=missing-function-docstring
parser = argparse.ArgumentParser("Make error matrix plots")
add_basic_eval_args(parser)
add_concurrency_parser(parser)
return parser.parse_args()
def parse_cmdargs():
# pylint: disable=missing-function-docstring
parser = argparse.ArgumentParser("Evaluate Performance of the Model")
add_basic_eval_args(parser, PRESETS_EVAL)
add_concurrency_parser(parser)
return parser.parse_args()
def parse_cmdargs():
# pylint: disable=missing-function-docstring
parser = argparse.ArgumentParser("Make Binstat plots")
add_basic_eval_args(parser, PRESETS_EVAL)
add_concurrency_parser(parser)
return parser.parse_args()
def parse_cmdargs():
# pylint: disable=missing-function-docstring
parser = argparse.ArgumentParser("Make plots of various Figures Of Merits")
parser.add_argument(
'-b', '--bins',
dest = 'bins',
default = 50,
help = 'Number of bins in distribution plots',
type = int,
)
add_basic_eval_args(parser)
add_concurrency_parser(parser)
return parser.parse_args()
def parse_cmdargs():
# pylint: disable=missing-function-docstring
parser = argparse.ArgumentParser("Make t-SNE embedding plots")
parser.add_argument(
'-b',
'--bins',
dest='bins',
default=100,
help='Number of bins for the t-SNE density plot',
type=int,
)
parser.add_argument(
'-n',
'--number',
dest='limit',
default=2000,
help='Number of points for the t-SNE embedding',
type=int,
)
parser.add_argument(
'--dimensions',
dest='dims',
default=2,
choices=[2, 3],
help='Number of dimensions of embedding manifold',
type=int,
)
parser.add_argument(
'--perplexity',
dest='perplexity',
default=30,
help='Perplexity value for the t-SNE embedding',
type=float,
)
add_basic_eval_args(parser)
add_concurrency_parser(parser)
return parser.parse_args()
def parse_cmdargs():
"""Parse command line arguments"""
parser = argparse.ArgumentParser("Plot targets")
add_basic_eval_args(parser, PRESETS_EVAL)
add_concurrency_parser(parser)
return parser.parse_args()