optimization Namespace Reference

Classes
class	StoppingCriteria
class	Optimizer
class	MBSGD
class	LMA
class	CG
class	LBFGS

Functions
def	__cinit__
def	__dealloc__
def	__configure_stopping_criteria__
def	__cinit__
def	__str__
def	optimize
def	__cinit__
def	__cinit__

Variables
	thisptr
	stopping_criteria

Function Documentation

def optimization.__cinit__	(		self,
			stop = {}
	)

def optimization.__cinit__

(

self)

def optimization.__cinit__	(		self,
			object,
			stop = {},
			learning_rate = 0.01,
			momentum = 0.5,
			batch_size = 10,
			nesterov = False,
			learning_rate_decay = 1.0,
			min_learning_rate = 0.0,
			momentum_gain = 0.0,
			max_momentum = 1.0,
			min_gain = 1.0,
			max_gain = 1.0
	)

def optimization.__cinit__	(		self,
			stop = {},
			m = 10
	)

def optimization.__configure_stopping_criteria__	(		self,
			stop
	)

def optimization.__dealloc__

(

self)

def optimization.__str__

(

self)

def optimization.optimize	(		self,
			net,
			dataset
	)

Perform optimization until stopping criteria are satisfied.

Variable Documentation

optimization.stopping_criteria

optimization.thisptr