def ilp_aleph(input_dict):
aleph = Aleph()
settings = input_dict['settings']
mode = input_dict['mode']
pos = input_dict['pos']
neg = input_dict['neg']
b = input_dict['b']
# Parse settings provided via file
if settings:
aleph.settingsAsFacts(settings)
# Parse settings provided as parameters (these have higher priority)
for setting, def_val in Aleph.ESSENTIAL_PARAMS.items():
aleph.set(setting, input_dict.get(setting, def_val))
# Check for illegal predicates
for pl_script in [b, pos, neg]:
check_input(pl_script)
# Run aleph
result = aleph.induce(mode, pos, neg, b)
return {'theory': result}
def ilp_aleph(input_dict):
aleph = Aleph()
settings = input_dict['settings']
mode = input_dict['mode']
pos = input_dict['pos']
neg = input_dict['neg']
b = input_dict['b']
# Parse settings provided via file
if settings:
aleph.settingsAsFacts(settings)
# Parse settings provided as parameters (these have higher priority)
for setting, def_val in Aleph.ESSENTIAL_PARAMS.items():
aleph.set(setting, input_dict.get(setting, def_val))
# Check for illegal predicates
for pl_script in [b, pos, neg]:
check_input(pl_script)
# Run aleph
results = aleph.induce(mode, pos, neg, b)
return {'theory': results[0], 'features': results[1]}
