public AutoRegression(MLContext mlContext, AlgorithmManagerFactory factory, ModelSaver modelSaver)
{
_mlContext = mlContext;
_modelSaver = modelSaver;
_factory = factory;
LoadModels();
}
public void ConvertTypeToType_NumberToSingle_ValidateResources()
{
var dataView = new AlgorithmManagerFactory(_mlContext)
.CreateDataViewFromCsv(_fakeDataFilePath, _fakeDataDtypesFilePath);
var originalSchema = dataView.Schema.OrderBy(c => c.Name).ToList();
var convertedDataView = new PipelineBuilder(_mlContext, originalSchema)
.ConvertNumberToSingle(false)
.TransformData(dataView);
var zip = originalSchema.Zip(convertedDataView.Schema.OrderBy(c => c.Name),
(orig, convert) => (orig.Type, convert.Type));
Assert.All(zip, ConvertedFromTo <NumberDataViewType, float>);
}
public AutoMLRecommender(MLContext mlContext, AlgorithmManagerFactory factory, ModelSaver modelSaver)
{
_regression = new AutoRegression(mlContext, factory, modelSaver);
}