56 instantiations of DatasetColumnInfo
Microsoft.ML.AutoML (1)
Utils\DatasetColumnInfo.cs (1)
35
var col = new
DatasetColumnInfo
(schemaCol.Name, schemaCol.Type, purposes[i].Purpose, colDimensions[i]);
Microsoft.ML.AutoML.Tests (55)
TransformInferenceTests.cs (49)
26
new
DatasetColumnInfo
("Numeric1", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
27
new
DatasetColumnInfo
("Categorical1", TextDataViewType.Instance, ColumnPurpose.CategoricalFeature, new ColumnDimensions(7, null)),
28
new
DatasetColumnInfo
("Categorical2", TextDataViewType.Instance, ColumnPurpose.CategoricalFeature, new ColumnDimensions(7, null)),
29
new
DatasetColumnInfo
("LargeCat1", TextDataViewType.Instance, ColumnPurpose.CategoricalFeature, new ColumnDimensions(500, null)),
30
new
DatasetColumnInfo
("LargeCat2", TextDataViewType.Instance, ColumnPurpose.CategoricalFeature, new ColumnDimensions(500, null)),
81
new
DatasetColumnInfo
(DefaultColumnNames.Features, NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
82
new
DatasetColumnInfo
("Numeric1", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
83
new
DatasetColumnInfo
("Categorical1", TextDataViewType.Instance, ColumnPurpose.CategoricalFeature, new ColumnDimensions(7, null)),
84
new
DatasetColumnInfo
("Categorical2", TextDataViewType.Instance, ColumnPurpose.CategoricalFeature, new ColumnDimensions(7, null)),
85
new
DatasetColumnInfo
("LargeCat1", TextDataViewType.Instance, ColumnPurpose.CategoricalFeature, new ColumnDimensions(500, null)),
86
new
DatasetColumnInfo
("LargeCat2", TextDataViewType.Instance, ColumnPurpose.CategoricalFeature, new ColumnDimensions(500, null)),
138
new
DatasetColumnInfo
(DefaultColumnNames.Features, NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
139
new
DatasetColumnInfo
("Categorical1", TextDataViewType.Instance, ColumnPurpose.CategoricalFeature, new ColumnDimensions(7, null)),
140
new
DatasetColumnInfo
("LargeCat1", TextDataViewType.Instance, ColumnPurpose.CategoricalFeature, new ColumnDimensions(500, null)),
185
new
DatasetColumnInfo
("Numeric", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
207
new
DatasetColumnInfo
("Numeric1", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
208
new
DatasetColumnInfo
("Numeric2", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
230
new
DatasetColumnInfo
(DefaultColumnNames.Features, NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
251
new
DatasetColumnInfo
(DefaultColumnNames.Features, new VectorDataViewType(NumberDataViewType.Single), ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
260
new
DatasetColumnInfo
(DefaultColumnNames.Features, NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
261
new
DatasetColumnInfo
("Numeric", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
283
new
DatasetColumnInfo
("Numeric", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
304
new
DatasetColumnInfo
("Numeric", new VectorDataViewType(NumberDataViewType.Single), ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
325
new
DatasetColumnInfo
("Text", TextDataViewType.Instance, ColumnPurpose.TextFeature, new ColumnDimensions(null, null)),
357
new
DatasetColumnInfo
(DefaultColumnNames.Features, NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
358
new
DatasetColumnInfo
("Text", TextDataViewType.Instance, ColumnPurpose.TextFeature, new ColumnDimensions(null, null)),
392
new
DatasetColumnInfo
("Bool", BooleanDataViewType.Instance, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
424
new
DatasetColumnInfo
("Numeric", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
425
new
DatasetColumnInfo
("Bool", BooleanDataViewType.Instance, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
458
new
DatasetColumnInfo
(DefaultColumnNames.Features, NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
459
new
DatasetColumnInfo
("Bool", BooleanDataViewType.Instance, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
492
new
DatasetColumnInfo
("Missing", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, true)),
493
new
DatasetColumnInfo
("Numeric", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, false)),
549
new
DatasetColumnInfo
("Missing1", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, true)),
550
new
DatasetColumnInfo
("Missing2", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, true)),
551
new
DatasetColumnInfo
("Numeric", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, false)),
615
new
DatasetColumnInfo
("Numeric1", NumberDataViewType.Single, ColumnPurpose.Ignore, new ColumnDimensions(null, null)),
616
new
DatasetColumnInfo
("Numeric2", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
637
new
DatasetColumnInfo
(DefaultColumnNames.Features, new VectorDataViewType(NumberDataViewType.Single), ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
638
new
DatasetColumnInfo
(DefaultColumnNames.Label, NumberDataViewType.Single, ColumnPurpose.Label, new ColumnDimensions(null, null)),
647
new
DatasetColumnInfo
(DefaultColumnNames.Features, new VectorDataViewType(NumberDataViewType.Single), ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
648
new
DatasetColumnInfo
("CustomLabel", NumberDataViewType.Single, ColumnPurpose.Label, new ColumnDimensions(null, null)),
673
new
DatasetColumnInfo
(DefaultColumnNames.Features, new VectorDataViewType(NumberDataViewType.Single), ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
674
new
DatasetColumnInfo
("CustomName", TextDataViewType.Instance, columnPurpose, new ColumnDimensions(null, null)),
684
new
DatasetColumnInfo
(DefaultColumnNames.Features, new VectorDataViewType(NumberDataViewType.Single), ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
685
new
DatasetColumnInfo
("CustomLabel", TextDataViewType.Instance, ColumnPurpose.Label, new ColumnDimensions(null, null)),
706
new
DatasetColumnInfo
("Missing", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, true)),
707
new
DatasetColumnInfo
("Missing_MissingIndicator", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, false)),
708
new
DatasetColumnInfo
("Missing_MissingIndicator0", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, false)),
TransformPostTrainerInferenceTests.cs (6)
27
new
DatasetColumnInfo
("Numeric1", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
28
new
DatasetColumnInfo
("Label", NumberDataViewType.Single, ColumnPurpose.Label, new ColumnDimensions(null, null)),
50
new
DatasetColumnInfo
("Numeric1", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
51
new
DatasetColumnInfo
("Label", NumberDataViewType.Single, ColumnPurpose.Label, new ColumnDimensions(null, null)),
61
new
DatasetColumnInfo
("Numeric1", NumberDataViewType.Single, ColumnPurpose.NumericFeature, new ColumnDimensions(null, null)),
62
new
DatasetColumnInfo
("Label", new KeyDataViewType(typeof(uint), 3), ColumnPurpose.Label, new ColumnDimensions(null, null)),
19 references to DatasetColumnInfo
Microsoft.ML.AutoML (15)
API\ExperimentBase.cs (1)
343
DatasetColumnInfo
[] columns,
ColumnInference\ColumnInformationUtil.cs (1)
119
public static ColumnInformation BuildColumnInfo(IEnumerable<
DatasetColumnInfo
> columns)
Experiment\Experiment.cs (2)
26
private readonly
DatasetColumnInfo
[] _datasetColumnInfo;
47
DatasetColumnInfo
[] datasetColumnInfo,
PipelineSuggesters\PipelineSuggester.cs (2)
19
DatasetColumnInfo
[] columns,
31
DatasetColumnInfo
[] columns,
TransformInference\TransformInference.cs (1)
395
public static SuggestedTransform[] InferTransforms(MLContext context, TaskKind task,
DatasetColumnInfo
[] columns)
TransformInference\TransformInferenceApi.cs (2)
11
public static IEnumerable<SuggestedTransform> InferTransforms(MLContext context, TaskKind task,
DatasetColumnInfo
[] columns)
16
public static IEnumerable<SuggestedTransform> InferTransformsPostTrainer(MLContext context, TaskKind task,
DatasetColumnInfo
[] columns)
TransformInference\TransformPostTrainerInference.cs (3)
13
public static IEnumerable<SuggestedTransform> InferTransforms(MLContext context, TaskKind task,
DatasetColumnInfo
[] columns)
21
DatasetColumnInfo
[] columns)
34
var
labelColumn = columns.First(c => c.Purpose == ColumnPurpose.Label);
Utils\DatasetColumnInfo.cs (3)
27
public static
DatasetColumnInfo
[] GetDatasetColumnInfo(MLContext context, IDataView data, ColumnInformation columnInfo)
31
var cols = new
DatasetColumnInfo
[data.Schema.Count];
35
var
col = new DatasetColumnInfo(schemaCol.Name, schemaCol.Type, purposes[i].Purpose, colDimensions[i]);
Microsoft.ML.AutoML.Tests (4)
TransformInferenceTests.cs (2)
761
DatasetColumnInfo
[] columns,
772
IEnumerable<
DatasetColumnInfo
> columns)
TransformPostTrainerInferenceTests.cs (1)
68
DatasetColumnInfo
[] columns,
Utils\MLNetUtils\DataViewTestFixture.cs (1)
13
public static IDataView BuildDummyDataView(IEnumerable<
DatasetColumnInfo
> columns, bool createDummyRow = true)