code
stringlengths
3
6.57k
np.load(file_path)
mapping.sort_values(["subject_id", "ordering_date"], ascending=False)
drop_duplicates("subject_id", keep="first")
list(most_recent['report_id'])
flatten()
pd.DataFrame(loaded.values()
list(label_features.columns)
str(i)
dict(zip(cols,xcols)
label_features.reset_index()
rename(columns=rename_dict)
reduce(lambda left,right: pd.merge(left,right,on="subject_id")
reduce(lambda left,right: pd.merge(left,right,on="report_id")
format_hf_sequence(file_path, timelines, mapping)
np.load(file_path)
mapping.sort_values(["subject_id", "ordering_date"], ascending=True)
groupby("subject_id")
tail(3)
top3_reports.groupby("subject_id")
apply(list)
to_dict()
defaultdict(list)
report_dict.items()
append(loaded[vi])
np.vstack(embedding_dict[k])
pd.DataFrame(embedding_dict.values()
apply(lambda x: add_paddings(x)
list(itertools.chain(*list2d)
StandardScaler()
scaler.fit(merged)
apply(lambda x: scaler.transform(x)
list(label_features.columns)
str(i)
dict(zip(cols,xcols)
label_features.rename(columns=rename_dict)
label_features.reset_index()
rename(columns={"index": "subject_id"})
reduce(lambda left,right: pd.merge(left,right,on="subject_id")
version("mistune")
MISTUNE_VERSION.startswith("0.")
MISTUNE_VERSION.startswith("2.")
ImportError("Unsupported version of mistune")
ControllerCache(controller_class)
make_markdown(env: "Environment")
get_controller(env)
make_parser()
get_controller()
render(text, record, field_options)
weakref(record)
__bool__(self)
bool(self.source)
record(self)
self.__record()
RuntimeError("Record has gone away")
__render(self)
get_controller()
controller.get_cache_key()
self.__cache.get(key)
controller.render(self.source, self.record, self.__field_options)
meta(self)
self.__render()
html(self)
Markup(self.__render()
__getitem__(self, name: str)
__str__(self)
self.__render()
__html__(self)
access (e.g., ``library['name'] -> library.name``)
__init__(self, wrapped, parent=None, gi=None)
isinstance(wrapped, Mapping)
TypeError('wrapped object must be a mapping type')
loads(dumps(x)
json.dumps(wrapped)
except (TypeError, ValueError)
ValueError('wrapped object must be JSON-serializable')
object.__setattr__(self, 'wrapped', json.loads(dumped)
object.__setattr__(self, k, self.wrapped.get(k)
object.__setattr__(self, '_cached_parent', parent)
object.__setattr__(self, 'is_modified', False)
object.__setattr__(self, 'gi', gi)
parent(self)
is_mapped(self)
unmap(self)
object.__setattr__(self, 'id', None)
clone(self)
self.__class__(self.wrapped)
touch(self)
object.__setattr__(self, 'is_modified', True)
self.parent.touch()
to_json(self)
json.dumps(self.wrapped)
from_json(cls, jdef)
cls(json.loads(jdef)
__setattr__(self, name, value)
AttributeError("can't set attribute")
object.__setattr__(self, name, value)
self.touch()
__repr__(self)
Step(Wrapper)
tool (type ``tool``)