Logo Deedle

FrameMLExtensions Type

Extension methods on Frame<'R, string> for ML.NET integration. ML.NET IDataView integration

Static members

Static member Description

FrameMLExtensions.FitTransform(frame, estimator)

Full Usage: FrameMLExtensions.FitTransform(frame, estimator)

Parameters:
Returns: Frame<int, string>
Type parameters: 'R, 'T (requires equality and :> Microsoft.ML.ITransformer)

Fit an ML.NET estimator on this Frame and transform it, returning the result as a new Frame<int, string>. Equivalent to Pipeline.fitTransform estimator frame.

frame : Frame<'R, string>
estimator : IEstimator<'T>
Returns: Frame<int, string>

FrameMLExtensions.ToDataView(frame)

Full Usage: FrameMLExtensions.ToDataView(frame)

Parameters:
    frame : Frame<'R, string>

Returns: IDataView
Type parameters: 'R (requires equality)

Convert this Deedle Frame to an ML.NET IDataView. Equivalent to Frame.toDataView frame.

frame : Frame<'R, string>
Returns: IDataView

FrameMLExtensions.Transform(frame, transformer)

Full Usage: FrameMLExtensions.Transform(frame, transformer)

Parameters:
Returns: Frame<int, string>
Type parameters: 'R (requires equality)

Apply an already-fitted ML.NET transformer to this Frame, returning the transformed result as a new Frame<int, string>. Equivalent to Pipeline.applyTransformer transformer frame.

frame : Frame<'R, string>
transformer : ITransformer
Returns: Frame<int, string>

Type something to start searching.