laser_interface.random_forest.LinearDimReduceDataset Class Reference

Inheritance diagram for laser_interface.random_forest.LinearDimReduceDataset:

List of all members.

Public Member Functions
def	__init__
def	reduce
def	reduce_input
def	set_projection_vectors
Public Attributes
	inputs
	projection_basis

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Detailed Description

Definition at line 109 of file random_forest.py.

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Constructor & Destructor Documentation

def laser_interface.random_forest.LinearDimReduceDataset.__init__	(		self,
			inputs,
			outputs
	)

    inputs coded as numpy array, column vectors
    outputs also as numpy array, column vectors

Reimplemented from laser_interface.random_forest.Dataset.

Definition at line 110 of file random_forest.py.

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Member Function Documentation

def laser_interface.random_forest.LinearDimReduceDataset.reduce	(		self,
			data_points
	)

Definition at line 120 of file random_forest.py.

def laser_interface.random_forest.LinearDimReduceDataset.reduce_input

(

self

)

   reduce dimensionality of this dataset

Definition at line 123 of file random_forest.py.

def laser_interface.random_forest.LinearDimReduceDataset.set_projection_vectors	(		self,
			vec
	)

    projection vectors are assumed to be columnwise

Definition at line 113 of file random_forest.py.

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Member Data Documentation

laser_interface::random_forest.LinearDimReduceDataset::inputs

Reimplemented from laser_interface.random_forest.Dataset.

Definition at line 125 of file random_forest.py.

laser_interface::random_forest.LinearDimReduceDataset::projection_basis

Definition at line 115 of file random_forest.py.

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

• random_forest.py