3 instantiations of ApproximatedKernelTransformer
Microsoft.ML.Transforms (3)
RandomFourierFeaturizing.cs (3)
434return new ApproximatedKernelTransformer(env, input, cols).MakeDataTransform(input); 450return new ApproximatedKernelTransformer(host, ctx); 716public ApproximatedKernelTransformer Fit(IDataView input) => new ApproximatedKernelTransformer(_host, input, _columns);
22 references to ApproximatedKernelTransformer
Microsoft.ML.Samples (1)
Dynamic\Transforms\ApproximatedKernelMap.cs (1)
38var tansformer = approximation.Fit(data);
Microsoft.ML.Transforms (21)
FourierDistributionSampler.cs (1)
37/// This class indicates which kernel should be approximated by the <see cref="ApproximatedKernelTransformer"/>.
RandomFourierFeaturizing.cs (20)
17[assembly: LoadableClass(ApproximatedKernelTransformer.Summary, typeof(IDataTransform), typeof(ApproximatedKernelTransformer), typeof(ApproximatedKernelTransformer.Options), typeof(SignatureDataTransform), 20[assembly: LoadableClass(ApproximatedKernelTransformer.Summary, typeof(IDataTransform), typeof(ApproximatedKernelTransformer), null, typeof(SignatureLoadDataTransform), 21"Random Fourier Features Transform", ApproximatedKernelTransformer.LoaderSignature)] 23[assembly: LoadableClass(ApproximatedKernelTransformer.Summary, typeof(ApproximatedKernelTransformer), null, typeof(SignatureLoadModel), 24"Random Fourier Features Transform", ApproximatedKernelTransformer.LoaderSignature)] 26[assembly: LoadableClass(typeof(IRowMapper), typeof(ApproximatedKernelTransformer), null, typeof(SignatureLoadRowMapper), 27"Random Fourier Features Transform", ApproximatedKernelTransformer.LoaderSignature)] 222loaderAssemblyName: typeof(ApproximatedKernelTransformer).Assembly.FullName); 254: base(Contracts.CheckRef(env, nameof(env)).Register(nameof(ApproximatedKernelTransformer)), GetColumnPairs(columns)) 438private static ApproximatedKernelTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 441var host = env.Register(nameof(ApproximatedKernelTransformer)); 474private readonly ApproximatedKernelTransformer _parent; 476public Mapper(ApproximatedKernelTransformer parent, DataViewSchema inputSchema) 627public sealed class ApproximatedKernelMappingEstimator : IEstimator<ApproximatedKernelTransformer> 714/// Trains and returns a <see cref="ApproximatedKernelTransformer"/>. 716public ApproximatedKernelTransformer Fit(IDataView input) => new ApproximatedKernelTransformer(_host, input, _columns);