laser_interface::dimreduce Namespace Reference

Functions
def	pca
def	pca_gain_threshold
def	pca_variance_threshold
def	pca_vectors
def	randomized_vectors

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Function Documentation

def laser_interface.dimreduce.pca

(

data

)

Definition at line 50 of file dimreduce.py.

def laser_interface.dimreduce.pca_gain_threshold	(		s,
			percentage_change_threshold = .15
	)

Definition at line 32 of file dimreduce.py.

def laser_interface.dimreduce.pca_variance_threshold	(		eigen_values,
			percent_variance = .9
	)

Definition at line 41 of file dimreduce.py.

def laser_interface.dimreduce.pca_vectors	(		data,
			percent_variance
	)

Definition at line 55 of file dimreduce.py.

def laser_interface.dimreduce.randomized_vectors	(		dataset,
			number_of_vectors
	)

Definition at line 60 of file dimreduce.py.