/// <summary>
/// Add a new example to the set.
/// </summary>
/// <param name="example">A new example</param>
public void AddExample(Example example)
{
examples.Add(example);
}
/// <summary>
/// Constructs and example set from data read in as key, value pairs. takes an
/// array of input keys and ouptut keys to divide the raw data into a set of
/// inputs and expected values.
/// </summary>
/// <param name="data">A list of name value pairs of raw data</param>
/// <param name="inputs">A list of names of input values</param>
/// <param name="outputs">A list of names of output values</param>
/// <returns>A constructed example set</returns>
public static ExampleSet MakeExamples(List<Dictionary<String, double> > data, List<String> inputs, List<String> outputs)
{
ExampleSet result = new ExampleSet();
foreach(Dictionary<String, double> datum in data)
{
Example ex = new Example();
foreach(String name in inputs)
{
ex.Inputs[name] = datum[name];
}
foreach(String name in outputs)
{
ex.Expected[name] = datum[name];
}
result.AddExample(ex);
}
return result;
}