numexp = args.numexp
proj_dir = utilmlab.get_proj_dir() \
if args.projdir is None else args.projdir
alg = 'asac'
if args.exe is not None:
python_exe = args.exe
else:
python_exe = 'python' if sys.version_info[0] < 3 else 'python3'
niter = args.it
version = 1
resdir = '{}/result/{}/v_{}/h_{}'.format(
proj_dir, alg, version,
os.environ['HOSTNAME'] if 'HOSTNAME' in os.environ else 'unknown')
utilmlab.ensure_dir(resdir)
logger = utilmlab.init_logger(resdir, 'log_test_{}.txt'.format(alg))
result_lst = []
script = Path('{}/alg/asac/Main_Synthetic_Exp1.py'.format(proj_dir))
utilmlab.exe_cmd(
logger, '{} {} {}'.format(python_exe, script,
'--it {} -n {}'.format(niter, numexp)))
def set_filenames(odir):
utilmlab.ensure_dir(odir)
fn_csv = '{}/x.csv'.format(odir)
fn_missing_csv = '{}/x_missing.csv'.format(odir)
fn_imputed_csv = '{}/x_imputed.csv'.format(odir)
return fn_csv, fn_missing_csv, fn_imputed_csv
def set_filenames(odir):
utilmlab.ensure_dir(odir)
fn_csv = '{}/data.csv.gz'.format(odir)
return fn_csv
else:
python_exe = 'python' if sys.version_info[0] < 3 else 'python3'
niter = args.it
version = 1
if args.o is None:
odir = '{}/result/{}/v_{}/h_{}'.format(
proj_dir,
alg,
version,
os.environ['HOSTNAME'] if 'HOSTNAME' in os.environ else 'unknown')
else:
odir = args.o
utilmlab.ensure_dir(odir)
logger = utilmlab.init_logger(odir, 'log_test_{}.txt'.format(alg))
result_lst = []
dataset_lst = [
{
'dataset': 'SYNTHETIC',
}
]
script = Path('{}/alg/deephit/main_RandomSearch.py'.format(proj_dir))
script_ana = Path('{}/alg/deephit/summarize_results.py'.format(proj_dir))
for args_d in dataset_lst: