public void TestNormalisingPreprocessorExtractDirect()
{
NormalisingPreprocessor normaliser = new NormalisingPreprocessor(1, 9, 0, 1, "test");
IComputationHandler handler = new CpuFloat32Handler();
Dictionary <string, INDArray> extracted = normaliser.ExtractDirectFrom(GetNamedArrayTestData(), 1, handler);
Assert.AreEqual(new[] { 0.0f, 0.125f, 0.25f, 0.375f, 0.5f, 0.625f, 0.75f, 0.875f, 1.0f }, extracted["test"].GetDataAs <float>().GetValuesArrayAs <float>(0, 9).ToArray());
}
public void TestNormalisingPreprocessorCreate()
{
Assert.Throws <ArgumentException>(() => new NormalisingPreprocessor(2, 1, "test"));
Assert.Throws <ArgumentException>(() => new NormalisingPreprocessor(1, 2, 2, 1));
NormalisingPreprocessor normaliser = new NormalisingPreprocessor(1, 3, 0, 1, "test");
Assert.AreEqual(1, normaliser.MinInputValue);
Assert.AreEqual(3, normaliser.MaxInputValue);
Assert.AreEqual(0, normaliser.MinOutputValue);
Assert.AreEqual(1, normaliser.MaxOutputValue);
Assert.AreEqual(new[] { "test" }, normaliser.ProcessedSectionNames);
}
