Packages

  • package root
    Definition Classes
    root
  • package lamp

    Lamp provides utilities to build state of the art machine learning applications

    Lamp provides utilities to build state of the art machine learning applications

    Overview

    Notable types and packages:

    • lamp.STen is a memory managed wrapper around aten.ATen, an off the heap, native n-dimensionl array backed by libtorch.
    • lamp.autograd implements reverse mode automatic differentiation.
    • lamp.nn contains neural network building blocks, see e.g. lamp.nn.Linear.
    • lamp.data.IOLoops implements a training loop and other data related abstractions.
    • lamp.knn implements k-nearest neighbor search on the CPU and GPU
    • lamp.umap.Umap implements the UMAP dimension reduction algorithm
    • lamp.onnx implements serialization of computation graphs into ONNX format
    • lamp.io contains CSV and NPY readers
    How to get data into lamp

    Use one of the file readers in lamp.io or one of the factories in lamp.STen$.

    How to define a custom neural network layer

    See the documentation on lamp.nn.GenericModule

    How to compose neural network layers

    See the documentation on lamp.nn

    How to train models

    See the training loops in lamp.data.IOLoops

    Definition Classes
    root
  • package data
    Definition Classes
    lamp
  • CPU
  • CudaDevice
  • Device
  • DoublePrecision
  • FloatingPointPrecision
  • HalfPrecision
  • Movable
  • STen
  • STenOptions
  • Scope
  • SinglePrecision
  • TensorHelpers

object Movable

Linear Supertypes
AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. Movable
  2. AnyRef
  3. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. Protected

Type Members

  1. implicit class MovableSyntax[T] extends AnyRef

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##: Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. implicit def BooleanIsMovable: Movable[Boolean] { def list(t: Boolean): scala.collection.immutable.Nil.type }
  5. implicit def ByteIsMovable: Movable[Byte] { def list(t: Byte): scala.collection.immutable.Nil.type }
  6. implicit def DoubleIsMovable: Movable[Double] { def list(t: Double): scala.collection.immutable.Nil.type }
  7. implicit def EitherIsMovable[T1, T2](implicit arg0: Movable[T1], arg1: Movable[T2]): Movable[Either[T1, T2]]
  8. implicit def FloatIsMovable: Movable[Float] { def list(t: Float): scala.collection.immutable.Nil.type }
  9. implicit def IntIsMovable: Movable[Int] { def list(t: Int): scala.collection.immutable.Nil.type }
  10. implicit def LongIsMovable: Movable[Long] { def list(t: Long): scala.collection.immutable.Nil.type }
  11. implicit def OptionIsMovable[T](implicit arg0: Movable[T]): Movable[Option[T]]
  12. implicit def SeqIsMovable[T](implicit arg0: Movable[T]): Movable[Seq[T]]
  13. implicit def ShortIsMovable: Movable[Short] { def list(t: Short): scala.collection.immutable.Nil.type }
  14. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  15. def by[T, K](convert: (T) => K)(implicit arg0: Movable[K]): Movable[T]
  16. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @native() @IntrinsicCandidate()
  17. def empty[T]: Movable[T] { def list(t: T): scala.collection.immutable.Nil.type }
  18. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  19. def equals(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef → Any
  20. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @IntrinsicCandidate()
  21. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @IntrinsicCandidate()
  22. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  23. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  24. def nonEmpty[T](extract: (T) => List[Tensor]): Movable[T]
  25. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @IntrinsicCandidate()
  26. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @IntrinsicCandidate()
  27. implicit def stensorIsMovable: Movable[STen]
  28. implicit def stringIsMovable: Movable[String] { def list(t: String): scala.collection.immutable.Nil.type }
  29. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  30. implicit def t2[T1, T2](implicit arg0: Movable[T1], arg1: Movable[T2]): Movable[(T1, T2)]
  31. implicit def t3[T1, T2, T3](implicit arg0: Movable[T1], arg1: Movable[T2], arg2: Movable[T3]): Movable[(T1, T2, T3)]
  32. implicit def t4[T1, T2, T3, T4](implicit arg0: Movable[T1], arg1: Movable[T2], arg2: Movable[T3], arg3: Movable[T4]): Movable[(T1, T2, T3, T4)]
  33. implicit def t5[T1, T2, T3, T4, T5](implicit arg0: Movable[T1], arg1: Movable[T2], arg2: Movable[T3], arg3: Movable[T4], arg4: Movable[T5]): Movable[(T1, T2, T3, T4, T5)]
  34. implicit def t6[T1, T2, T3, T4, T5, T6](implicit arg0: Movable[T1], arg1: Movable[T2], arg2: Movable[T3], arg3: Movable[T4], arg4: Movable[T5], arg5: Movable[T6]): Movable[(T1, T2, T3, T4, T5, T6)]
  35. def toString(): String
    Definition Classes
    AnyRef → Any
  36. implicit def unitIsMovable: Movable[Unit] { def list(t: Unit): scala.collection.immutable.Nil.type }
  37. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  38. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  39. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])

Deprecated Value Members

  1. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable]) @Deprecated
    Deprecated

Inherited from AnyRef

Inherited from Any

Ungrouped