def create_model(self, max_retries=8):
"""Set group level distributions. One distribution for each
parameter.
:Arguments:
retry : int
How often to retry when model creation
failed (due to bad starting values).
"""
def _create():
for knode in self.knodes:
knode.create()
for tries in range(max_retries):
try:
_create()
except (pm.ZeroProbability, ValueError):
continue
break
else:
print("After %f retries, still no good fit found." % (tries))
_create()
# create node container
self.create_nodes_db()
# Check whether all user specified column names (via depends_on) where used by the depends_on.
assert set(flatten(list(self.depends.values()))).issubset(
set(flatten(self.nodes_db.depends))
), "One of the column names specified via depends_on was not picked up. Check whether you specified the correct parameter value."
def create_model(self, max_retries=8):
"""Set group level distributions. One distribution for each
parameter.
:Arguments:
retry : int
How often to retry when model creation
failed (due to bad starting values).
"""
def _create():
for knode in self.knodes:
knode.create()
for tries in range(max_retries):
try:
_create()
except (pm.ZeroProbability, ValueError):
continue
break
else:
print "After %f retries, still no good fit found." % (tries)
_create()
# create node container
self.create_nodes_db()
# Check whether all user specified column names (via depends_on) where used by the depends_on.
assert set(flatten(self.depends.values())).issubset(
set(flatten(self.nodes_db.depends))
), "One of the column names specified via depends_on was not picked up. Check whether you specified the correct parameter value."