MiniBatchesTInput Class

Initializes a new instance of the MiniBatchesTInput class.

Gets or sets the current epoch counter.

Gets or sets the current iteration counter.

Gets or sets the current mini-batch counter.

Gets or sets the current sample counter.

Gets or sets the input instances that should be divided among the mini-batches at every epoch.

Gets or sets the maximum number of epochs for which mini-batches should be generated.

Gets or sets the maximum number of iterations for which mini-batches should be generated.

Gets or sets the size of the mini-batch that will be generated.

Gets or sets the number of mini-batches that are going to be generated for each epoch.

Gets the number of samples in each epoch.

Gets or sets options about how and when data should be shuffled.

Gets or sets the weights associated with each data instance that should be divided among the mini-batches at every epoch.

Determines whether the specified object is equal to the current object.

Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection.

Returns an enumerator that iterates through a collection.

Serves as the default hash function.

Gets the Type of the current instance.

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).

Creates a shallow copy of the current Object.

Inheritors should use this method to prepare the data for the next batches, for example by reshuffling according to the ordering passed as argument.

Inheritors should use this method to put the current sample in the given mini-batch at the given position.

Returns a string that represents the current object.

Checks whether an object implements a method with the given name.

Compares two objects for equality, performing an elementwise comparison if the elements are vectors or matrices.

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.

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.