public static CommonOutputs.TransformOutput Indicator(IHostEnvironment env, MissingValueIndicatorTransformer.Options input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "NAIndicator", input);
var xf = new MissingValueIndicatorTransformer(h, input).Transform(input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModelImpl(h, xf, input.Data),
OutputData = xf
});
}
public static CommonOutputs.TransformOutput ImagePixelExtractor(IHostEnvironment env, ImagePixelExtractingTransformer.Options input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "ImagePixelExtractorTransform", input);
var xf = ImagePixelExtractingTransformer.Create(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModelImpl(h, xf, input.Data),
OutputData = xf
});
}
public static CommonOutputs.TransformOutput TermTransform(IHostEnvironment env, ValueToKeyMappingTransformer.Options input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "TermTransform", input);
var xf = ValueToKeyMappingTransformer.Create(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModelImpl(h, xf, input.Data),
OutputData = xf
});
}
public static CommonOutputs.TransformOutput Filter(IHostEnvironment env, NAFilter.Arguments input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, NAFilter.ShortName, input);
var xf = new NAFilter(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModelImpl(h, xf, input.Data),
OutputData = xf
});
}
public static CommonOutputs.TransformOutput ImageGrayscale(IHostEnvironment env, ImageGrayscaleTransformer.Arguments input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "ImageGrayscaleTransform", input);
var xf = ImageGrayscaleTransformer.Create(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModelImpl(h, xf, input.Data),
OutputData = xf
});
}
public static CommonOutputs.TransformOutput TextTransform(IHostEnvironment env, TextFeaturizingEstimator.Options input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "FeaturizeTextEstimator", input);
var xf = TextFeaturizingEstimator.Create(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModelImpl(h, xf, input.Data),
OutputData = xf
});
}
internal static CommonOutputs.TransformOutput IidSpikeDetector(IHostEnvironment env, IidSpikeDetector.Options options)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "IidSpikeDetector", options);
var view = new IidSpikeEstimator(h, options).Fit(options.Data).Transform(options.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModelImpl(h, view, options.Data),
OutputData = view
});
}
public static CommonOutputs.TransformOutput MakeOptional(IHostEnvironment env, Arguments input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "OptionalColumn", input);
var xf = new OptionalColumnTransform(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModel(h, xf, input.Data),
OutputData = xf
});
}
internal static CommonOutputs.TransformOutput SsaForecasting(IHostEnvironment env, SsaForecastingTransformer.Options options)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "SsaForecasting", options);
var view = new SsaForecastingEstimator(h, options).Fit(options.Data).Transform(options.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModelImpl(h, view, options.Data),
OutputData = view
});
}
internal static CommonOutputs.TransformOutput ExponentialAverage(IHostEnvironment env, ExponentialAverageTransform.Arguments input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "ExponentialAverageTransform", input);
var xf = new ExponentialAverageTransform(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModelImpl(h, xf, input.Data),
OutputData = xf
});
}
public static CommonOutputs.TransformOutput DelimitedTokenizeTransform(IHostEnvironment env, DelimitedTokenizeTransform.Arguments input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "DelimitedTokenizeTransform", input);
var xf = new DelimitedTokenizeTransform(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModel(h, xf, input.Data),
OutputData = xf
});
}
public static CommonOutputs.TransformOutput DateTimeSplit(IHostEnvironment env, DateTimeEstimator.Options input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, DateTimeTransformer.ShortName, input);
var xf = new DateTimeEstimator(h, input).Fit(input.Data).Transform(input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModelImpl(h, xf, input.Data),
OutputData = xf
});
}
public static CommonOutputs.TransformOutput PercentileThresholdTransform(IHostEnvironment env, PercentileThresholdTransform.Arguments input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "PercentileThresholdTransform", input);
var view = new PercentileThresholdTransform(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModel(h, view, input.Data),
OutputData = view
});
}
public static CommonOutputs.TransformOutput IidSpikeDetector(IHostEnvironment env, IidSpikeDetector.Arguments input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "IidSpikeDetector", input);
var view = new IidSpikeDetector(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModel(h, view, input.Data),
OutputData = view
});
}
internal static CommonOutputs.TransformOutput PValueTransform(IHostEnvironment env, PValueTransform.Arguments input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "PValueTransform", input);
var view = new PValueTransform(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModelImpl(h, view, input.Data),
OutputData = view
});
}
public static CommonOutputs.TransformOutput SsaChangePointDetector(IHostEnvironment env, SsaChangePointDetector.Arguments input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "SsaChangePointDetector", input);
var view = new SsaChangePointEstimator(h, input).Fit(input.Data).Transform(input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModelImpl(h, view, input.Data),
OutputData = view
});
}
public static CommonOutputs.TransformOutput TermTransform(IHostEnvironment env, TermTransform.Arguments input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "TermTransform", input);
var xf = Categorical.TermTransform.Create(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModel(h, xf, input.Data),
OutputData = xf
});
}
public static CommonOutputs.TransformOutput GcNormalize(IHostEnvironment env, LpNormNormalizerTransform.GcnArguments input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "GcNormalize", input);
var xf = new LpNormNormalizerTransform(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModel(h, xf, input.Data),
OutputData = xf
});
}
public static CommonOutputs.TransformOutput Replace(IHostEnvironment env, NAReplaceTransform.Arguments input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "NAReplace", input);
var xf = new NAReplaceTransform(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModel(h, xf, input.Data),
OutputData = xf
});
}
public static CommonOutputs.TransformOutput VectorToImage(IHostEnvironment env, VectorToImageTransform.Arguments input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "VectorToImageTransform", input);
var xf = new VectorToImageTransform(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModelImpl(h, xf, input.Data),
OutputData = xf
});
}
public static CommonOutputs.TransformOutput Generate(IHostEnvironment env, GenerateNumberTransform.Options input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "GenerateNumber", input);
var xf = new GenerateNumberTransform(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModelImpl(h, xf, input.Data),
OutputData = xf
});
}
public static CommonOutputs.TransformOutput DelimitedTokenizeTransform(IHostEnvironment env, WordTokenizingTransformer.Options input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "DelimitedTokenizeTransform", input);
var xf = ML.Transforms.Text.WordTokenizingTransformer.Create(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModelImpl(h, xf, input.Data),
OutputData = xf
});
}
public static CommonOutputs.TransformOutput Calculate(IHostEnvironment env, Arguments input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "Pca", input);
var view = new PcaTransform(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModel(h, view, input.Data),
OutputData = view
});
}
public static CommonOutputs.TransformOutput AnalyzeSentiment(IHostEnvironment env, SentimentAnalyzingTransformer.Arguments input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "SentimentAnalyzer", input);
var view = SentimentAnalyzingTransformer.Create(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModelImpl(h, view, input.Data),
OutputData = view
});
}
public static CommonOutputs.TransformOutput NGramTransform(IHostEnvironment env, NgramCountingTransformer.Arguments input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "NGramTransform", input);
var xf = NgramCountingTransformer.Create(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModel(h, xf, input.Data),
OutputData = xf
});
}
public static CommonOutputs.TransformOutput Handle(IHostEnvironment env, MissingValueHandlingTransformer.Options input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "NAHandle", input);
var xf = MissingValueHandlingTransformer.Create(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModelImpl(h, xf, input.Data),
OutputData = xf
});
}
public static CommonOutputs.TransformOutput SlidingWindowTransform(IHostEnvironment env, SlidingWindowTransform.Arguments input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "SlidingWindowTransform", input);
var view = new SlidingWindowTransform(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModelImpl(h, view, input.Data),
OutputData = view
});
}
public static CommonOutputs.TransformOutput Ungroup(IHostEnvironment env, UngroupTransform.Arguments input)
{
Contracts.CheckValue(env, nameof(env));
env.CheckValue(input, nameof(input));
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "UngroupTransform", input);
var view = new UngroupTransform(h, input, input.Data);
return new CommonOutputs.TransformOutput()
{
Model = new TransformModel(h, view, input.Data),
OutputData = view
};
}
public static CommonOutputs.TransformOutput Convert(IHostEnvironment env, TypeConvertingTransformer.Arguments input)
{
Contracts.CheckValue(env, nameof(env));
env.CheckValue(input, nameof(input));
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "Convert", input);
var view = TypeConvertingTransformer.Create(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModelImpl(h, view, input.Data),
OutputData = view
});
}
public static CommonOutputs.TransformOutput Apply(IHostEnvironment env, HashJoiningTransform.Arguments input)
{
Contracts.CheckValue(env, nameof(env));
env.CheckValue(input, nameof(input));
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "HashJoin", input);
var view = new HashJoiningTransform(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModelImpl(h, view, input.Data),
OutputData = view
});
}