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class TensorFlowExprEquations extends ExpressionEquationIndexifier

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Inherited
  1. TensorFlowExprEquations
  2. ExpressionEquationIndexifier
  3. AnyRef
  4. Any
Implicitly
  1. by any2stringadd
  2. by StringFormat
  3. by Ensuring
  4. by ArrowAssoc
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Visibility
  1. Public
  2. Protected

Instance Constructors

  1. new TensorFlowExprEquations(initMap: Map[Expression, Double], equationVec: Vector[Equation], params: TermGenParams, graph: Graph, initVariables: Vector[Expression] = Vector())

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##: Int
    Definition Classes
    AnyRef → Any
  3. def +(other: String): String
    Implicit
    This member is added by an implicit conversion from TensorFlowExprEquations toany2stringadd[TensorFlowExprEquations] performed by method any2stringadd in scala.Predef.
    Definition Classes
    any2stringadd
  4. def ->[B](y: B): (TensorFlowExprEquations, B)
    Implicit
    This member is added by an implicit conversion from TensorFlowExprEquations toArrowAssoc[TensorFlowExprEquations] performed by method ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc
    Annotations
    @inline()
  5. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  6. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @native() @HotSpotIntrinsicCandidate()
  8. lazy val constantEquations: Set[Int]
  9. def ensuring(cond: (TensorFlowExprEquations) => Boolean, msg: => Any): TensorFlowExprEquations
    Implicit
    This member is added by an implicit conversion from TensorFlowExprEquations toEnsuring[TensorFlowExprEquations] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  10. def ensuring(cond: (TensorFlowExprEquations) => Boolean): TensorFlowExprEquations
    Implicit
    This member is added by an implicit conversion from TensorFlowExprEquations toEnsuring[TensorFlowExprEquations] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  11. def ensuring(cond: Boolean, msg: => Any): TensorFlowExprEquations
    Implicit
    This member is added by an implicit conversion from TensorFlowExprEquations toEnsuring[TensorFlowExprEquations] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  12. def ensuring(cond: Boolean): TensorFlowExprEquations
    Implicit
    This member is added by an implicit conversion from TensorFlowExprEquations toEnsuring[TensorFlowExprEquations] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  13. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  14. def equals(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef → Any
  15. def equationGradients(v: ParSeq[Double]): ParVector[ParVector[Double]]
  16. val equationVec: Vector[Equation]
  17. def equationsLogMismatch(eqs: Vector[(Operand[TFloat32], Operand[TFloat32])]): Operand[TFloat32]
  18. def equationsRatioMismatch(eqs: Vector[(Operand[TFloat32], Operand[TFloat32])]): Operand[TFloat32]
  19. def fit(steps: Int): Try[(Vector[(Expression, Float)], Float)]
  20. def formatted(fmtstr: String): String
    Implicit
    This member is added by an implicit conversion from TensorFlowExprEquations toStringFormat[TensorFlowExprEquations] performed by method StringFormat in scala.Predef.
    Definition Classes
    StringFormat
    Annotations
    @inline()
  21. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  22. def getProd(exp: Expression): ProductIndexExpression
  23. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  24. lazy val indexMap: Map[Expression, Int]
  25. lazy val initPar: ParMap[Expression, Double]
  26. lazy val initTermIndices: Vector[Int]
  27. lazy val initTypIndices: Vector[Int]
  28. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  29. def mapToIndexMap[V](m: Map[Expression, V]): Map[Int, V]
  30. val matchEquationsOp: Vector[(Operand[TFloat32], Operand[TFloat32])]
  31. val mismatch: Operand[TFloat32]
  32. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  33. def nextTraceSet(current: Set[Set[Int]], relativeTo: Set[Int]): Set[Set[Int]]
  34. def nextTraceVector(current: Vector[Vector[Int]]): Vector[Vector[Int]]
  35. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  36. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  37. val numVars: Int
  38. val optimizer: Adam
  39. def orthonormalGradients(v: ParSeq[Double], cutoff: Double = 0.0): ParVector[ParVector[Double]]
  40. val pVec: Sigmoid[TFloat32]
  41. def prodOp(prod: ProductIndexExpression): Option[Operand[TFloat32]]
  42. def proofData(typ: Typ[Term]): Vector[(Int, Equation)]
  43. def ps(n: Int): Operand[TFloat32]
  44. def quickCheck(): Try[Tensor[TFloat32]]
  45. lazy val randomVarIndices: ParVector[Vector[Int]]
  46. final def recTraceSet(current: Set[Set[Int]], depth: Int, relativeTo: Set[Int], accum: Set[Set[Int]]): Set[Set[Int]]
    Definition Classes
    ExpressionEquationIndexifier
    Annotations
    @tailrec()
  47. lazy val rhsExprs: Vector[SumIndexExpression]
  48. lazy val rhsExprsPar: ParVector[SumIndexExpression]
  49. def rhsInvolves(js: Set[Int]): Set[Int]
  50. val shift: Op
  51. def simplify(exp: Expression): SumIndexExpression
  52. lazy val size: Int
  53. def sumOp(sum: SumIndexExpression): Option[Operand[TFloat32]]
  54. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  55. lazy val termIndexVec: Vector[(Term, Int)]
  56. lazy val termIndices: Vector[Int]
  57. val tf: Ops
  58. lazy val thmPfIndices: Map[Int, Vector[Int]]
  59. def toString(): String
    Definition Classes
    AnyRef → Any
  60. lazy val totalProbEquations: ParVector[ParVector[Double]]
  61. val totalProbEquationsOp: Vector[(Operand[TFloat32], Operand[TFloat32])]
  62. def traceIndices(j: Int, depth: Int): Vector[Int]
  63. def traceSet(elem: Expression, depth: Int, relativeTo: Set[Int]): Set[Set[Int]]
  64. lazy val typIndexVec: Vector[(Typ[Term], Int)]
  65. lazy val typIndices: Vector[Int]
  66. lazy val varVec: Vector[Expression]
  67. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  68. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  69. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  70. val xVec: Variable[TFloat32]

Deprecated Value Members

  1. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable]) @Deprecated
    Deprecated
  2. def [B](y: B): (TensorFlowExprEquations, B)
    Implicit
    This member is added by an implicit conversion from TensorFlowExprEquations toArrowAssoc[TensorFlowExprEquations] performed by method ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc
    Annotations
    @deprecated
    Deprecated

    (Since version 2.13.0) Use -> instead. If you still wish to display it as one character, consider using a font with programming ligatures such as Fira Code.

Inherited from AnyRef

Inherited from Any

Inherited by implicit conversion any2stringadd fromTensorFlowExprEquations to any2stringadd[TensorFlowExprEquations]

Inherited by implicit conversion StringFormat fromTensorFlowExprEquations to StringFormat[TensorFlowExprEquations]

Inherited by implicit conversion Ensuring fromTensorFlowExprEquations to Ensuring[TensorFlowExprEquations]

Inherited by implicit conversion ArrowAssoc fromTensorFlowExprEquations to ArrowAssoc[TensorFlowExprEquations]

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