kusanagi.ghost.regression.GPRegressor.RBFGP Class Reference

Inheritance diagram for kusanagi.ghost.regression.GPRegressor.RBFGP:

Collaboration diagram for kusanagi.ghost.regression.GPRegressor.RBFGP:

Public Member Functions
def	__init__
def	set_state
def	get_state
def	get_params
def	set_loghyp
def	predict_symbolic
Public Member Functions inherited from kusanagi.ghost.regression.GPRegressor.GP_UI
def	__init__
def	predict_symbolic
Public Member Functions inherited from kusanagi.ghost.regression.GPRegressor.GP
def	__init__
def	set_dataset
def	append_dataset
def	init_loghyp
def	set_loghyp
def	get_params
def	set_params
def	init_log_likelihood
def	init_predict
def	predict_symbolic
def	predict
def	loss
def	train
def	load
def	save
def	set_state
def	get_state

Public Attributes
	sat_func
	loghyp_full
	loghyp_
	loghyp
Public Attributes inherited from kusanagi.ghost.regression.GPRegressor.GP
	profile
	compile_mode
	min_method
	state_changed
	should_recompile
	uncertain_inputs
	hyperparameter_gradients
	snr_penalty
	D
	E
	X_
	Y_
	loghyp_
	loghyp
	X
	Y
	K
	L
	beta
	nlml
	predict_
	predict_d_
	name
	filename
	ready
	N
	kernel_func
	dnlml

Constructor & Destructor Documentation

def kusanagi.ghost.regression.GPRegressor.RBFGP.__init__	(		self,
			X_dataset = None,
			Y_dataset = None,
			idims = None,
			odims = None,
			sat_func = None,
			name = 'RBFGP',
			profile = False
	)

Member Function Documentation

def kusanagi.ghost.regression.GPRegressor.RBFGP.get_params	(		self,
			symbolic = True
	)

def kusanagi.ghost.regression.GPRegressor.RBFGP.get_state

(

self

)

def kusanagi.ghost.regression.GPRegressor.RBFGP.predict_symbolic	(		self,
			mx,
			Sx
	)

def kusanagi.ghost.regression.GPRegressor.RBFGP.set_loghyp	(		self,
			loghyp
	)

def kusanagi.ghost.regression.GPRegressor.RBFGP.set_state	(		self,
			state
	)

Member Data Documentation

kusanagi.ghost.regression.GPRegressor.RBFGP.loghyp

kusanagi.ghost.regression.GPRegressor.RBFGP.loghyp_

kusanagi.ghost.regression.GPRegressor.RBFGP.loghyp_full

kusanagi.ghost.regression.GPRegressor.RBFGP.sat_func

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

• ghost/regression/GPRegressor.py