public async Task <IEnumerable <double> > FireAsync(IEnumerable <double> inputValues)
{
var outputs = (await _perceptron.FireAsync(inputValues)).ToList();
var oneHot = Enumerable.Repeat(0d, outputs.Count()).ToList();
var max = outputs.Max();
var avgMaxIndex = outputs.IndexOf(max);
oneHot[avgMaxIndex] = 1d;
return(oneHot);
}
public async Task OneHotPerceptronReturnsAvgMaxAs1()
{
var expected = new List <double> {
0d, 1d, 0d
};
var results = new List <double> {
1d, 3d, 2d
}.AsEnumerable();
_wrappedPerceptronMock.Setup(p => p.FireAsync(It.IsAny <IEnumerable <double> >())).Returns(() => Task.Run(() => results));
var oneHot = await _perceptron.FireAsync(new List <double>());
oneHot.Should().BeEquivalentTo(expected);
}
public async Task <IEnumerable <double> > FireAsync(IEnumerable <double> inputValues)
{
return(await _perceptron.FireAsync(inputValues));
}