class StochasticAveragedGradient[T] extends FirstOrderMinimizer[T, BatchDiffFunction[T]]
Linear Supertypes
Ordering
- Alphabetic
- By Inheritance
Inherited
- StochasticAveragedGradient
- FirstOrderMinimizer
- SerializableLogging
- Serializable
- Minimizer
- AnyRef
- Any
- Hide All
- Show All
Visibility
- Public
- Protected
Instance Constructors
Type Members
Value Members
- final def !=(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
- final def ##: Int
- Definition Classes
- AnyRef → Any
- final def ==(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
- def adjust(newX: T, newGrad: T, newVal: Double): (Double, T)
- Attributes
- protected
- Definition Classes
- StochasticAveragedGradient → FirstOrderMinimizer
- def adjustFunction(f: BatchDiffFunction[T]): BatchDiffFunction[T]
- Attributes
- protected
- Definition Classes
- FirstOrderMinimizer
- final def asInstanceOf[T0]: T0
- Definition Classes
- Any
- def calculateObjective(f: BatchDiffFunction[T], x: T, history: History): (Double, T)
- Attributes
- protected
- Definition Classes
- StochasticAveragedGradient → FirstOrderMinimizer
- def chooseDescentDirection(state: State, f: BatchDiffFunction[T]): T
- Attributes
- protected
- Definition Classes
- StochasticAveragedGradient → FirstOrderMinimizer
- def clone(): AnyRef
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.CloneNotSupportedException]) @native() @IntrinsicCandidate()
- val convergenceCheck: ConvergenceCheck[T]
- Definition Classes
- FirstOrderMinimizer
- def determineStepSize(state: State, f: BatchDiffFunction[T], direction: T): Double
- Attributes
- protected
- Definition Classes
- StochasticAveragedGradient → FirstOrderMinimizer
- final def eq(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
- def equals(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef → Any
- final def getClass(): Class[_ <: AnyRef]
- Definition Classes
- AnyRef → Any
- Annotations
- @native() @IntrinsicCandidate()
- def hashCode(): Int
- Definition Classes
- AnyRef → Any
- Annotations
- @native() @IntrinsicCandidate()
- def infiniteIterations(f: BatchDiffFunction[T], state: State): Iterator[State]
- Definition Classes
- FirstOrderMinimizer
- def initialHistory(f: BatchDiffFunction[T], init: T): History
- Attributes
- protected
- Definition Classes
- StochasticAveragedGradient → FirstOrderMinimizer
- def initialState(f: BatchDiffFunction[T], init: T): State
- Attributes
- protected
- Definition Classes
- FirstOrderMinimizer
- final def isInstanceOf[T0]: Boolean
- Definition Classes
- Any
- def iterations(f: BatchDiffFunction[T], init: T): Iterator[State]
- Definition Classes
- FirstOrderMinimizer
- def logger: LazyLogger
- Attributes
- protected
- Definition Classes
- SerializableLogging
- def minimize(f: BatchDiffFunction[T], init: T): T
- Definition Classes
- FirstOrderMinimizer → Minimizer
- def minimizeAndReturnState(f: BatchDiffFunction[T], init: T): State
- Definition Classes
- FirstOrderMinimizer
- final def ne(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
- final def notify(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native() @IntrinsicCandidate()
- final def notifyAll(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native() @IntrinsicCandidate()
- final def synchronized[T0](arg0: => T0): T0
- Definition Classes
- AnyRef
- def takeStep(state: State, dir: T, stepSize: Double): T
- Attributes
- protected
- Definition Classes
- StochasticAveragedGradient → FirstOrderMinimizer
- def toString(): String
- Definition Classes
- AnyRef → Any
- def updateHistory(newX: T, newGrad: T, newVal: Double, f: BatchDiffFunction[T], oldState: State): History
- Attributes
- protected
- Definition Classes
- StochasticAveragedGradient → FirstOrderMinimizer
- final def wait(arg0: Long, arg1: Int): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException])
- final def wait(arg0: Long): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException]) @native()
- final def wait(): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException])