dynet

Type Members

class AdadeltaTrainer extends Trainer
class AdagradTrainer extends Trainer
class AdamTrainer extends Trainer
class AmsgradTrainer extends Trainer
class BidirectionalTreeLSTMBuilder extends TreeLSTMBuilder[dynet.internal.BidirectionalTreeLSTMBuilder]
class CompactVanillaLSTMBuilder extends RnnBuilder
class CoupledLstmBuilder extends RnnBuilder

Builder method for creating LSTMs, as in the C++ code.
Builder method for creating LSTMs, as in the C++ code. For its public methods see edu.cmu.dynet.RnnBuilder.
class CyclicalSGDTrainer extends Trainer
class Dim extends AnyRef

Represents a "dimension", which you should think of as the dimension of a tensor.
Represents a "dimension", which you should think of as the dimension of a tensor. Can only be constructed using factory methods in the companion object.
class Expression extends AnyRef

Represents an expression on the computation graph.
Represents an expression on the computation graph. Can only be constructed using the functions contained in the companion object.
class ExpressionVector extends IndexedSeq[Expression]
class FastLstmBuilder extends RnnBuilder
class FloatPointer extends AnyRef

For the most part, SWIG makes it so you just use Scala classes where you would use C++ pointers to class instances.
For the most part, SWIG makes it so you just use Scala classes where you would use C++ pointers to class instances. The exception is for pointers to primitives. The SWIG wrappers for those are not Scala-like at all, so here are wrapper that are easier to work with.
class FloatVector extends IndexedSeq[Float]
class GruBuilder extends RnnBuilder

Builder method for creating GRUs, as in the C++ code.
Builder method for creating GRUs, as in the C++ code. For its public methods see edu.cmu.dynet.RnnBuilder.
class IntPointer extends AnyRef
class IntVector extends IndexedSeq[Int]
class LookupParameter extends AnyRef
class LookupParameterStorage extends AnyRef
class LstmBuilder extends RnnBuilder
class ModelLoader extends AnyRef
class ModelSaver extends AnyRef

New serialization, much less featureful than old serialization.
class MomentumSGDTrainer extends Trainer
class Parameter extends AnyRef

A (learnable) parameter of a model.
class ParameterCollection extends AnyRef
class ParameterInit extends AnyRef

Specifies how to initialize a parameter.
Specifies how to initialize a parameter. Construct a particular initialization using the various factory methods on the companion object.
class ParameterStorage extends AnyRef

The underlying storage for a model parameter.
The underlying storage for a model parameter. You will never need to construct this yourself, but can get it back from edu.cmu.dynet.ParameterCollection.parametersList.
class RMSPropTrainer extends Trainer
abstract class RnnBuilder extends AnyRef
class SimpleRnnBuilder extends RnnBuilder
class SimpleSGDTrainer extends Trainer
class Tensor extends AnyRef

DyNet operates on Tensor objects.
DyNet operates on Tensor objects. You should never need to construct them directly; however, here are some methods for getting values out of them.
class Trainer extends AnyRef

Interface for edu.cmu.dynet.ParameterCollection trainers.
Interface for edu.cmu.dynet.ParameterCollection trainers. You want to use a specific subclass.
abstract class TreeLSTMBuilder[A <: dynet.internal.TreeLSTMBuilder] extends RnnBuilder
class UnidirectionalTreeLSTMBuilder extends TreeLSTMBuilder[dynet.internal.UnidirectionalTreeLSTMBuilder]
class UnsignedPointer extends AnyRef
class UnsignedVector extends IndexedSeq[Long]

SWIG converts C++ unsigned to Scala Long
class UnsignedVectorVector extends IndexedSeq[UnsignedVector]
class VanillaLstmBuilder extends RnnBuilder
class ZipModelLoader extends AnyRef

Value Members

object ComputationGraph

The ComputationGraph object contains the singleton DyNet computation graph instance.
The ComputationGraph object contains the singleton DyNet computation graph instance. Any C++ instance method is instead implemented as a static function here.*
object Dim

Factory for edu.cmu.dynet.Dim instances.
object Expression

Contains methods for creating edu.cmu.dynet.Expressions.
Contains methods for creating edu.cmu.dynet.Expressions. There are several ways to create expressions:
* from explicit values (e.g. input) * randomly (e.g. randomNormal) * from edu.cmu.dynet.ParameterCollection parameters (e.g. parameter) * from other expressions (e.g. softmax and pow)
object ExpressionVector
object FloatVector
object Initialize

Contains methods for initializing DyNet
object IntVector
object ParameterInit
object UnsignedVector
object UnsignedVectorVector
object Utilities

Helpers that don't fit anywhere else but that might make your life easier
package examples
package internal

package dynet

Type Members

class AdadeltaTrainer extends Trainer

class AdagradTrainer extends Trainer

class AdamTrainer extends Trainer

class AmsgradTrainer extends Trainer

class BidirectionalTreeLSTMBuilder extends TreeLSTMBuilder[dynet.internal.BidirectionalTreeLSTMBuilder]

class CompactVanillaLSTMBuilder extends RnnBuilder

class CoupledLstmBuilder extends RnnBuilder

class CyclicalSGDTrainer extends Trainer

class Dim extends AnyRef

class Expression extends AnyRef

class ExpressionVector extends IndexedSeq[Expression]

class FastLstmBuilder extends RnnBuilder

class FloatPointer extends AnyRef

class FloatVector extends IndexedSeq[Float]

class GruBuilder extends RnnBuilder

class IntPointer extends AnyRef

class IntVector extends IndexedSeq[Int]

class LookupParameter extends AnyRef

class LookupParameterStorage extends AnyRef

class LstmBuilder extends RnnBuilder

class ModelLoader extends AnyRef

class ModelSaver extends AnyRef

class MomentumSGDTrainer extends Trainer

class Parameter extends AnyRef

class ParameterCollection extends AnyRef

class ParameterInit extends AnyRef

class ParameterStorage extends AnyRef

class RMSPropTrainer extends Trainer

abstract class RnnBuilder extends AnyRef

class SimpleRnnBuilder extends RnnBuilder

class SimpleSGDTrainer extends Trainer

class Tensor extends AnyRef

class Trainer extends AnyRef

abstract class TreeLSTMBuilder[A <: dynet.internal.TreeLSTMBuilder] extends RnnBuilder

class UnidirectionalTreeLSTMBuilder extends TreeLSTMBuilder[dynet.internal.UnidirectionalTreeLSTMBuilder]

class UnsignedPointer extends AnyRef

class UnsignedVector extends IndexedSeq[Long]

class UnsignedVectorVector extends IndexedSeq[UnsignedVector]

class VanillaLstmBuilder extends RnnBuilder

class ZipModelLoader extends AnyRef

Value Members

object ComputationGraph

object Dim

object Expression

object ExpressionVector

object FloatVector

object Initialize

object IntVector

object ParameterInit

object UnsignedVector

object UnsignedVectorVector

object Utilities

package examples

package internal

Ungrouped