| Method | Description | |
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Create ( Array input, Array output, Array weights = null, int batchSize = 32, int maxIterations, int maxEpochs, ShuffleMethod shuffle = ShuffleMethod.EveryEpoch ) : TOutput>.Batches |
Creates a method to partition a given dataset into mini-batches of equal size.
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public static Create ( Array input, Array output, Array weights = null, int batchSize = 32, int maxIterations, int maxEpochs, ShuffleMethod shuffle = ShuffleMethod.EveryEpoch ) : TOutput>.Batches |
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| input | Array | The input data to be partitioned into mini-batches. |
| output | Array | The output data to be partitioned into mini-batches. |
| weights | Array | The weights for the data to be partitioned into mini-batches. |
| batchSize | int | The size of the batch. |
| maxIterations | int | The maximum number of mini-batches that should be created until the method stops. |
| maxEpochs | int | The maximum number of epochs that should be run until the method stops. |
| shuffle | ShuffleMethod | The data shuffling options. |
| return | TOutput>.Batches | |