class TensorFlowFatExprEquations extends FatExprEquations
Linear Supertypes
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Inherited
- TensorFlowFatExprEquations
- FatExprEquations
- ExpressionEquationIndexifier
- AnyRef
- Any
Implicitly
- by any2stringadd
- by StringFormat
- by Ensuring
- by ArrowAssoc
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Visibility
- Public
- Protected
Instance Constructors
- new TensorFlowFatExprEquations(initMap: Map[Expression, Double], equationVec: Vector[Equation], params: TermGenParams, graph: Graph, initVariables: Vector[Expression] = Vector())
Value Members
- final def !=(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
- final def ##: Int
- Definition Classes
- AnyRef → Any
- def +(other: String): String
- Implicit
- This member is added by an implicit conversion from TensorFlowFatExprEquations toany2stringadd[TensorFlowFatExprEquations] performed by method any2stringadd in scala.Predef.
- Definition Classes
- any2stringadd
- def ->[B](y: B): (TensorFlowFatExprEquations, B)
- Implicit
- This member is added by an implicit conversion from TensorFlowFatExprEquations toArrowAssoc[TensorFlowFatExprEquations] performed by method ArrowAssoc in scala.Predef.
- Definition Classes
- ArrowAssoc
- Annotations
- @inline()
- final def ==(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
- final def asInstanceOf[T0]: T0
- Definition Classes
- Any
- val bilEntries: List[Operand[TFloat32]]
- val bilQuotMatrices: Array[Constant[TFloat32]]
- val bilQuotRHSEntries: Array[SparseMatMul]
- val bilRHS: Operand[TFloat32]
- lazy val bilienarQuotient: Array[Array[Array[Float]]]
- Definition Classes
- FatExprEquations
- val bilinearMatrices: Array[Constant[TFloat32]]
- val bilinearRHSEntries: Array[SparseMatMul]
- lazy val bilinearTerms: Array[Array[Array[Float]]]
- Definition Classes
- FatExprEquations
- def clone(): AnyRef
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.CloneNotSupportedException]) @native() @HotSpotIntrinsicCandidate()
- val complexRHSTerms: Vector[OneHot[TFloat32]]
- lazy val complexTerms: ArrayBuffer[(Int, ProductIndexExpression)]
- Definition Classes
- FatExprEquations
- lazy val constantEquations: Set[Int]
- Definition Classes
- ExpressionEquationIndexifier
- def ensuring(cond: (TensorFlowFatExprEquations) => Boolean, msg: => Any): TensorFlowFatExprEquations
- Implicit
- This member is added by an implicit conversion from TensorFlowFatExprEquations toEnsuring[TensorFlowFatExprEquations] performed by method Ensuring in scala.Predef.
- Definition Classes
- Ensuring
- def ensuring(cond: (TensorFlowFatExprEquations) => Boolean): TensorFlowFatExprEquations
- Implicit
- This member is added by an implicit conversion from TensorFlowFatExprEquations toEnsuring[TensorFlowFatExprEquations] performed by method Ensuring in scala.Predef.
- Definition Classes
- Ensuring
- def ensuring(cond: Boolean, msg: => Any): TensorFlowFatExprEquations
- Implicit
- This member is added by an implicit conversion from TensorFlowFatExprEquations toEnsuring[TensorFlowFatExprEquations] performed by method Ensuring in scala.Predef.
- Definition Classes
- Ensuring
- def ensuring(cond: Boolean): TensorFlowFatExprEquations
- Implicit
- This member is added by an implicit conversion from TensorFlowFatExprEquations toEnsuring[TensorFlowFatExprEquations] performed by method Ensuring in scala.Predef.
- Definition Classes
- Ensuring
- final def eq(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
- val eqnErr: ReduceSum[TFloat32]
- def equals(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef → Any
- def equationGradients(v: ParSeq[Double]): ParVector[ParVector[Double]]
- Definition Classes
- ExpressionEquationIndexifier
- val equationVec: Vector[Equation]
- Definition Classes
- ExpressionEquationIndexifier
- def fit(steps: Int): Try[(Vector[(Expression, Float)], Float)]
- def formatted(fmtstr: String): String
- Implicit
- This member is added by an implicit conversion from TensorFlowFatExprEquations toStringFormat[TensorFlowFatExprEquations] performed by method StringFormat in scala.Predef.
- Definition Classes
- StringFormat
- Annotations
- @inline()
- final def getClass(): Class[_ <: AnyRef]
- Definition Classes
- AnyRef → Any
- Annotations
- @native() @HotSpotIntrinsicCandidate()
- def getProd(exp: Expression): ProductIndexExpression
- Definition Classes
- ExpressionEquationIndexifier
- def hashCode(): Int
- Definition Classes
- AnyRef → Any
- Annotations
- @native() @HotSpotIntrinsicCandidate()
- lazy val indexMap: Map[Expression, Int]
- Definition Classes
- ExpressionEquationIndexifier
- lazy val initPar: ParMap[Expression, Double]
- Definition Classes
- ExpressionEquationIndexifier
- lazy val initTermIndices: Vector[Int]
- Definition Classes
- ExpressionEquationIndexifier
- lazy val initTypIndices: Vector[Int]
- Definition Classes
- ExpressionEquationIndexifier
- final def isInstanceOf[T0]: Boolean
- Definition Classes
- Any
- val lhsVec: Slice[TFloat32]
- val linearMatrix: Constant[TFloat32]
- val linearRHS: Reshape[TFloat32]
- lazy val linearTerms: Array[Array[Float]]
- Definition Classes
- FatExprEquations
- def mapToIndexMap[V](m: Map[Expression, V]): Map[Int, V]
- Definition Classes
- ExpressionEquationIndexifier
- val mismatch: Add[TFloat32]
- final def ne(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
- def nextTraceSet(current: Set[Set[Int]], relativeTo: Set[Int]): Set[Set[Int]]
- Definition Classes
- ExpressionEquationIndexifier
- def nextTraceVector(current: Vector[Vector[Int]]): Vector[Vector[Int]]
- Definition Classes
- ExpressionEquationIndexifier
- final def notify(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native() @HotSpotIntrinsicCandidate()
- final def notifyAll(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native() @HotSpotIntrinsicCandidate()
- val numVars: Int
- Definition Classes
- ExpressionEquationIndexifier
- val optimizer: Adam
- def orthonormalGradients(v: ParSeq[Double], cutoff: Double = 0.0): ParVector[ParVector[Double]]
- Definition Classes
- ExpressionEquationIndexifier
- val pCol: Reshape[TFloat32]
- val pRow: Reshape[TFloat32]
- val pVec: Sigmoid[TFloat32]
- def prodOp(prod: ProductIndexExpression): Option[Operand[TFloat32]]
- def proofData(typ: Typ[Term]): Vector[(Int, Equation)]
- Definition Classes
- ExpressionEquationIndexifier
- def ps(n: Int): Operand[TFloat32]
- def quickCheck(): Try[Tensor[TFloat32]]
- lazy val randomVarIndices: ParVector[Vector[Int]]
- Definition Classes
- ExpressionEquationIndexifier
- def ratioDiff(x: Operand[TFloat32], y: Operand[TFloat32]): Operand[TFloat32]
- final def recTraceSet(current: Set[Set[Int]], depth: Int, relativeTo: Set[Int], accum: Set[Set[Int]]): Set[Set[Int]]
- Definition Classes
- ExpressionEquationIndexifier
- Annotations
- @tailrec()
- lazy val rhsExprs: Vector[SumIndexExpression]
- Definition Classes
- ExpressionEquationIndexifier
- lazy val rhsExprsPar: ParVector[SumIndexExpression]
- Definition Classes
- ExpressionEquationIndexifier
- def rhsInvolves(js: Set[Int]): Set[Int]
- Definition Classes
- ExpressionEquationIndexifier
- val rhsVec: Operand[TFloat32]
- val shift: Op
- def simplify(exp: Expression): SumIndexExpression
- Definition Classes
- ExpressionEquationIndexifier
- lazy val size: Int
- Definition Classes
- ExpressionEquationIndexifier
- final def synchronized[T0](arg0: => T0): T0
- Definition Classes
- AnyRef
- lazy val termIndexVec: Vector[(Term, Int)]
- Definition Classes
- ExpressionEquationIndexifier
- lazy val termIndices: Vector[Int]
- Definition Classes
- ExpressionEquationIndexifier
- val tf: Ops
- lazy val thmPfIndices: Map[Int, Vector[Int]]
- Definition Classes
- ExpressionEquationIndexifier
- def toString(): String
- Definition Classes
- AnyRef → Any
- val totProbErr: Operand[TFloat32]
- lazy val totalProbEquations: ParVector[ParVector[Double]]
- Definition Classes
- ExpressionEquationIndexifier
- val totalProbEquationsOp: Vector[(Operand[TFloat32], Operand[TFloat32])]
- val totalProbMatrix: Array[Array[Float]]
- Definition Classes
- FatExprEquations
- def traceIndices(j: Int, depth: Int): Vector[Int]
- Definition Classes
- ExpressionEquationIndexifier
- def traceSet(elem: Expression, depth: Int, relativeTo: Set[Int]): Set[Set[Int]]
- Definition Classes
- ExpressionEquationIndexifier
- lazy val typIndexVec: Vector[(Typ[Term], Int)]
- Definition Classes
- ExpressionEquationIndexifier
- lazy val typIndices: Vector[Int]
- Definition Classes
- ExpressionEquationIndexifier
- lazy val varVec: Vector[Expression]
- Definition Classes
- ExpressionEquationIndexifier
- 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])
- val xVec: Variable[TFloat32]
Deprecated Value Members
- def finalize(): Unit
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.Throwable]) @Deprecated
- Deprecated
- def →[B](y: B): (TensorFlowFatExprEquations, B)
- Implicit
- This member is added by an implicit conversion from TensorFlowFatExprEquations toArrowAssoc[TensorFlowFatExprEquations] performed by method ArrowAssoc in scala.Predef.
- Definition Classes
- ArrowAssoc
- Annotations
- @deprecated
- Deprecated
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