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BatchesTInput, TOutput Class |
Utility class for preparing mini-batches of data.
Inheritance HierarchySystemObject
Accord.MachineLearningBaseBatchesDataSubsetTInput, TOutput, TInput
Accord.MachineLearningBatchesTInput, TOutput
Accord.MachineLearningBaseBatchesDataSubsetTInput, TOutput, TInput
Accord.MachineLearningBatchesTInput, TOutput
Namespace: Accord.MachineLearning
Assembly: Accord.MachineLearning (in Accord.MachineLearning.dll) Version: 3.8.0
SyntaxThe BatchesTInput, TOutput type exposes the following members.
Constructors| Name | Description | |
|---|---|---|
 | BatchesTInput, TOutput |
Initializes a new instance of the BatchesTInput, TOutput class.
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Properties| Name | Description | |
|---|---|---|
 | CurrentEpoch |
Gets or sets the current epoch counter.
(Inherited from BaseBatchesTBatch, TInput.) |
| CurrentIteration |
Gets or sets the current iteration counter.
(Inherited from BaseBatchesTBatch, TInput.) |
| CurrentMiniBatch |
Gets or sets the current mini-batch counter.
(Inherited from BaseBatchesTBatch, TInput.) |
| CurrentSample |
Gets or sets the current sample counter.
(Inherited from BaseBatchesTBatch, TInput.) |
| Inputs |
Gets or sets the input instances that should be divided among the mini-batches at every epoch.
(Inherited from BaseBatchesTBatch, TInput.) |
| MaxEpochs |
Gets or sets the maximum number of epochs for which mini-batches should be generated.
(Inherited from BaseBatchesTBatch, TInput.) |
| MaxIterations |
Gets or sets the maximum number of iterations for which mini-batches should be generated.
(Inherited from BaseBatchesTBatch, TInput.) |
| MiniBatchSize |
Gets or sets the size of the mini-batch that will be generated.
(Inherited from BaseBatchesTBatch, TInput.) |
| NumberOfMiniBatches |
Gets or sets the number of mini-batches that are going to be generated for each epoch.
(Inherited from BaseBatchesTBatch, TInput.) |
| NumberOfSamples |
Gets the number of samples in each epoch.
(Inherited from BaseBatchesTBatch, TInput.) |
| Outputs |
Gets or sets the output associated with each input instances
that should be divided among the mini-batches at every epoch.
|
| Shuffle |
Gets or sets options about how and when data should be shuffled.
(Inherited from BaseBatchesTBatch, TInput.) |
| Weights |
Gets or sets the weights associated with each data instance
that should be divided among the mini-batches at every epoch.
(Inherited from BaseBatchesTBatch, TInput.) |
Methods| Name | Description | |
|---|---|---|
| Equals | Determines whether the specified object is equal to the current object. (Inherited from Object.) |
 | Finalize | Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object.) |
| GetEnumerator |
Returns an enumerator that iterates through a collection.
(Inherited from BaseBatchesTBatch, TInput.) |
| GetHashCode | Serves as the default hash function. (Inherited from Object.) |
| GetType | Gets the Type of the current instance. (Inherited from Object.) |
| Init |
Inheritors should use this method to create a new instance of a mini-batch object.
You can use this method to create mini-batches containing different objects related
to the mini-batch, such as auxiliary data, privileged information, etc).
(Overrides BaseBatchesTBatch, TInputInit.) |
| MemberwiseClone | Creates a shallow copy of the current Object. (Inherited from Object.) |
| PrepareBatch |
Inheritors should use this method to prepare the data for the next batches,
for example by reshuffling according to the ordering passed as argument.
(Overrides BaseBatchesTBatch, TInputPrepareBatch(Int32).) |
| PutCurrentSampleInMiniBatch |
Inheritors should use this method to put the current sample in the
given mini-batch at the given position.
(Overrides BaseBatchesTBatch, TInputPutCurrentSampleInMiniBatch(TBatch, Int32).) |
| ToString | Returns a string that represents the current object. (Inherited from Object.) |
Extension Methods| Name | Description | |
|---|---|---|
 | HasMethod |
Checks whether an object implements a method with the given name.
(Defined by ExtensionMethods.) |
| IsEqual |
Compares two objects for equality, performing an elementwise
comparison if the elements are vectors or matrices.
(Defined by Matrix.) |
| To(Type) | Overloaded.
Converts an object into another type, irrespective of whether
the conversion can be done at compile time or not. This can be
used to convert generic types to numeric types during runtime.
(Defined by ExtensionMethods.) |
| ToT | Overloaded.
Converts an object into another type, irrespective of whether
the conversion can be done at compile time or not. This can be
used to convert generic types to numeric types during runtime.
(Defined by ExtensionMethods.) |
See Also