public void CanBatchByCount()
{
const int batchCount = 25;
const int batchSize = 4;
var samples = GetSamples();
var batcher = new SequenceBatcher <float, float[]>(samples[0].Length, (f, i) => f[i]);
var result = batcher.BatchSamples(samples, new BatchDimension(BatchDimensionType.BatchCount, batchCount));
CheckBatches(result, batchCount, batchSize);
}
public void PrepareTrainingSets(string path, IProgressWriter progressWriter = null)
{
Vocab = File.ReadAllText(path).Distinct().OrderBy(x => x).ToList();
var text = File.ReadAllText(path);
var batcher = new SequenceBatcher <float, char>(Vocab.Count, (ch, i) => Vocab[i] == ch ? 1 : 0);
var matrices = batcher.BatchSamples(text.ToList(), new BatchDimension(BatchDimensionType.BatchSize, _batchSize), progressWriter);
TrainingSet = new SequentialDataSet <float>(matrices);
TestSet = new SequentialDataSet <float>(new List <Matrix <float> >()); // No testing yet.
}
