xgboost.dask.DaskQuantileDMatrix Class Reference

Inheritance diagram for xgboost.dask.DaskQuantileDMatrix:

Public Member Functions
None	__init__ (self, "distributed.Client" client, _DataT data, Optional[_DaskCollection] label=None, *Optional[_DaskCollection] weight=None, Optional[_DaskCollection] base_margin=None, Optional[float] missing=None, bool silent=False, Optional[FeatureNames] feature_names=None, Optional[Union[Any, List[Any]]] feature_types=None, Optional[int] max_bin=None, Optional[DMatrix] ref=None, Optional[_DaskCollection] group=None, Optional[_DaskCollection] qid=None, Optional[_DaskCollection] label_lower_bound=None, Optional[_DaskCollection] label_upper_bound=None, Optional[_DaskCollection] feature_weights=None, bool enable_categorical=False)
Public Member Functions inherited from xgboost.dask.DaskDMatrix
Generator	__await__ (self)
int	num_col (self)

Data Fields
	max_bin
	is_quantile
Data Fields inherited from xgboost.dask.DaskDMatrix
	feature_names
	feature_types
	missing
	enable_categorical
	partition_order
	worker_map
	feature_weights
	is_quantile

Protected Member Functions
Dict[str, Any]	_create_fn_args (self, str worker_addr)
Protected Member Functions inherited from xgboost.dask.DaskDMatrix
"DaskDMatrix"	_map_local_data (self, "distributed.Client" client, _DataT data, Optional[_DaskCollection] label=None, Optional[_DaskCollection] weights=None, Optional[_DaskCollection] base_margin=None, Optional[_DaskCollection] qid=None, Optional[_DaskCollection] feature_weights=None, Optional[_DaskCollection] label_lower_bound=None, Optional[_DaskCollection] label_upper_bound=None)

Additional Inherited Members
Protected Attributes inherited from xgboost.dask.DaskDMatrix
	_n_cols
	_init
	_map_local_data

Detailed Description

A dask version of :py:class:`QuantileDMatrix`.

Constructor & Destructor Documentation

__init__()

None xgboost.dask.DaskQuantileDMatrix.__init__	(		self,
		"distributed.Client"	client,
		_DataT	data,
		Optional[_DaskCollection]	label = None,
		*Optional[_DaskCollection]	weight = None,
		Optional[_DaskCollection]	base_margin = None,
		Optional[float]	missing = None,
		bool	silent = False,
		Optional[FeatureNames]	feature_names = None,
		Optional[Union[Any, List[Any]]]	feature_types = None,
		Optional[int]	max_bin = None,
		Optional[DMatrix]	ref = None,
		Optional[_DaskCollection]	group = None,
		Optional[_DaskCollection]	qid = None,
		Optional[_DaskCollection]	label_lower_bound = None,
		Optional[_DaskCollection]	label_upper_bound = None,
		Optional[_DaskCollection]	feature_weights = None,
		bool	enable_categorical = False
	)

Reimplemented from xgboost.dask.DaskDMatrix.

Member Function Documentation

_create_fn_args()

Dict[str, Any] xgboost.dask.DaskQuantileDMatrix._create_fn_args (   self, str  worker_addr  )

protected

Create a dictionary of objects that can be pickled for function
arguments.

Reimplemented from xgboost.dask.DaskDMatrix.

---

The documentation for this class was generated from the following file:

• External/xgboost/python-package/xgboost/dask.py