def main():
parser = create_parser(False)
args = parser.parse_args()
spec = utils.load_config_file(
args.yaml) # spec is a dict of dicts of dicts
data_settings = procdata.apply_defaults(spec["data"])
para_settings = utils.apply_defaults(spec["params"])
xval_merge = XvalMerge(args, data_settings)
print(xval_merge)
for split_idx in range(1, args.folds + 1):
print(
"---------------------------------------------------------------------------"
)
print(" FOLD %d of %d" % (split_idx, args.folds))
print(
"---------------------------------------------------------------------------"
)
data_pair, val_results = run_on_split(args, data_settings,
para_settings, split_idx,
xval_merge.trainer)
xval_merge.add(split_idx, data_pair, val_results)
xval_merge.finalize()
xval_merge.save()
print('Completed')
def main():
parser = create_parser(False)
args = parser.parse_args()
spec = load_config_file(args.yaml) # spec is a dict of dicts of dicts
data_settings = spec["data"]
trainer = Trainer(args, args.yaml, add_timestamp=True)
data = procdata.ProcData(data_settings)
xval_merge = XvalMerge(args, data_settings, trainer)
for split_idx in range(1, args.folds + 1):
print(
"---------------------------------------------------------------------------"
)
print(" FOLD %d of %d" % (split_idx, args.folds))
print(
"---------------------------------------------------------------------------"
)
data_pair, val_results = run_on_split(args, split_idx,
xval_merge.trainer)
xval_merge.add(split_idx, data_pair, val_results)
xval_merge.finalize()
xval_merge.save(xval_merge.trainer.tb_log_dir)
if args.no_figures is False:
xval_merge.make_writer(xval_merge.trainer.tb_log_dir)
xval_merge.prepare_treatment()
xval_merge.make_images(data)
xval_merge.close_writer()
#xval_merge.load(xval_merge.trainer.tb_log_dir)
print('Completed')
def main():
parser = create_parser(True)
args = parser.parse_args()
spec = utils.load_config_file(args.yaml) #spec is a dict of dicts of dicts
data_settings = procdata.apply_defaults(spec["data"])
para_settings = utils.apply_defaults(spec["params"])
xval_merge = XvalMerge(args, data_settings)
data_pair, val_results = run_on_split(args, data_settings, para_settings, split=None, trainer=xval_merge.trainer)
xval_merge.add(1, data_pair, val_results)
xval_merge.finalize()
xval_merge.save()
def main():
parser = create_parser(False)
args = parser.parse_args()
spec = utils.load_config_file(args.yaml) # spec is a dict of dicts of dicts
data_settings = procdata.apply_defaults(spec["data"])
para_settings = utils.apply_defaults(spec["params"])
data = procdata.ProcData(data_settings)
xval_merge = XvalMerge(args, data_settings)
for split_idx in range(1, args.folds + 1):
print("---------------------------------------------------------------------------")
print(" FOLD %d of %d"%(split_idx, args.folds))
print("---------------------------------------------------------------------------")
data_pair, val_results = run_on_split(args, data_settings, para_settings, split_idx, xval_merge.trainer)
xval_merge.add(split_idx, data_pair, val_results)
xval_merge.finalize()
xval_merge.save()
xval_merge.make_writer(xval_merge.trainer.tb_log_dir)
xval_merge.prepare_treatment()
xval_merge.make_images(data)
xval_merge.close_writer()
#xval_merge.load(xval_merge.trainer.tb_log_dir)
print('Completed')
def __init__(self, ares_dict, mango_enrichment=False):
super().__init__(ares_dict, mango_enrichment)
self.filter_config = load_config_file(
os.path.join(PARENT_DIR, "config", "news_filter_config.yaml"))