class
EPModel[Datum, Augment <: AnyRef] extends Model[Datum] with SafeLogging
Instance Constructors
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new
EPModel(maxEPIter: Int, initFeatureValue: (Feature) ⇒ Option[Double] = ..., epInGold: Boolean = false, dropOutFraction: Double = 0.0)(_models: CompatibleModel[Datum, Augment]*)(implicit aIsFactor: <:<[Augment, Factor[Augment]])
Type Members
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type
Inference = EPInference[Datum, Augment]
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Value Members
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final
def
!=(arg0: AnyRef): Boolean
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final
def
!=(arg0: Any): Boolean
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final
def
##(): Int
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final
def
==(arg0: AnyRef): Boolean
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final
def
==(arg0: Any): Boolean
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def
accumulateCounts(inf: Inference, s: Scorer, datum: Datum, marg: Marginal, accum: ExpectedCounts, scale: Double): Unit
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final
def
accumulateCounts(inf: Inference, d: Datum, accum: ExpectedCounts, scale: Double): Unit
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final
def
asInstanceOf[T0]: T0
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def
cacheFeatureWeights(weights: DenseVector[Double], suffix: String): Unit
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def
clone(): AnyRef
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final
def
eq(arg0: AnyRef): Boolean
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def
equals(arg0: Any): Boolean
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final
def
expectedCounts(inf: Inference, d: Datum, scale: Double = 1.0): ExpectedCounts
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def
expectedCountsToObjective(ecounts: EPExpectedCounts): (Double, DenseVector[Double])
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val
featureIndex: Index[Feature]
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def
finalize(): Unit
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final
def
getClass(): Class[_]
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def
hashCode(): Int
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def
inferenceFromWeights(weights: DenseVector[Double], dropOutFraction: Double): EPInference[Datum, Augment]
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def
inferenceFromWeights(weights: DenseVector[Double]): EPInference[Datum, Augment]
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def
initialValueForFeature(f: Feature): Double
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final
def
isInstanceOf[T0]: Boolean
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def
logger: Logger
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def
models: Seq[CompatibleModel[Datum, Augment]]
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final
def
ne(arg0: AnyRef): Boolean
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final
def
notify(): Unit
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final
def
notifyAll(): Unit
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def
numFeatures: Int
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def
numModels: Int
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def
readCachedFeatureWeights(suffix: String = ""): Option[DenseVector[Double]]
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final
def
synchronized[T0](arg0: ⇒ T0): T0
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def
toString(): String
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final
def
wait(): Unit
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final
def
wait(arg0: Long, arg1: Int): Unit
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final
def
wait(arg0: Long): Unit
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def
weightsCacheName: String
Inherited from Model[Datum]
Inherited from AnyRef
Inherited from Any