111 references to CreateNode
Microsoft.ML.Data (45)
Prediction\Calibrator.cs (1)
1317
node = ctx.
CreateNode
(opType, divNodeOutput, castOutput, ctx.GetNodeName(opType), "");
Scorers\BinaryClassifierScorer.cs (2)
204
node = ctx.
CreateNode
(opType, ctx.GetVariableName(scoreColumn), binarizerOutput, ctx.GetNodeName(opType));
218
node = ctx.
CreateNode
(opType, comparisonOutput, ctx.GetVariableName(outColumnNames[0]), ctx.GetNodeName(opType), "");
Transforms\ColumnConcatenatingTransformer.cs (1)
947
var castNode = ctx.
CreateNode
(opType, vectorizerOutputName, dstVariableName, ctx.GetNodeName(opType), "");
Transforms\ColumnCopying.cs (1)
253
var node = ctx.
CreateNode
(opType, srcVariableName, dstVariableName, ctx.GetNodeName(opType), "");
Transforms\ColumnSelecting.cs (1)
749
ctx.
CreateNode
(opType, srcVariable, dstVariable, ctx.GetNodeName(opType), "");
Transforms\Hashing.cs (7)
1379
isZeroNode = ctx.
CreateNode
(optType2, srcVariable, castOutput, ctx.GetNodeName(optType2), "");
1389
isZeroNode = ctx.
CreateNode
(optType2, isGreaterThanZeroOutputBool, isGreaterThanZeroOutput, ctx.GetNodeName(optType2), "");
1399
castNode = ctx.
CreateNode
("Cast", srcVariable, castOutput, ctx.GetNodeName(opType), "");
1401
murmurNode = ctx.
CreateNode
(opType, castOutput, murmurOutput, ctx.GetNodeName(opType), "com.microsoft");
1405
murmurNode = ctx.
CreateNode
(opType, srcVariable, murmurOutput, ctx.GetNodeName(opType), "com.microsoft");
1433
castNode = ctx.
CreateNode
(opType, bitShiftOutput2, castOutput, ctx.GetNodeName(opType), "");
1451
var castNodeFinal = ctx.
CreateNode
(opType, input, dstVariable, ctx.GetNodeName(opType), "");
Transforms\KeyToValue.cs (5)
513
var castNode = ctx.
CreateNode
(opType, srcVariableName, castNodeOutput, ctx.GetNodeName(opType), "");
527
var node = ctx.
CreateNode
(opType, castNodeOutput, labelEncoderOutput, ctx.GetNodeName(opType));
539
castNode = ctx.
CreateNode
(opType, labelEncoderOutput, dstVariableName, ctx.GetNodeName(opType), "");
553
castNode = ctx.
CreateNode
(opType, labelEncoderOutput, dstVariableName, ctx.GetNodeName(opType), "");
567
castNode = ctx.
CreateNode
(opType, labelEncoderOutput, dstVariableName, ctx.GetNodeName(opType), "");
Transforms\KeyToVector.cs (3)
713
var castNode = ctx.
CreateNode
(opType, srcVariableName, castOutput, ctx.GetNodeName(opType), "");
723
var node = ctx.
CreateNode
(opType, castOutput, encodedVariableName, ctx.GetNodeName(opType));
730
var reduceNode = ctx.
CreateNode
(opType, encodedVariableName, dstVariableName, ctx.GetNodeName(opType), "");
Transforms\Normalizer.cs (1)
840
var node = ctx.
CreateNode
(opType, srcVariableName, dstVariableName, ctx.GetNodeName(opType));
Transforms\SlotsDroppingTransformer.cs (1)
924
ctx.
CreateNode
(opType, constVal, dstVariableName, ctx.GetNodeName(opType), "");
Transforms\TypeConverting.cs (1)
504
var node = ctx.
CreateNode
(opType, srcVariableName, dstVariableName, ctx.GetNodeName(opType), "");
Transforms\ValueMapping.cs (14)
1089
var castNode = ctx.
CreateNode
("Cast", srcVariableName, castOutput, ctx.GetNodeName("Cast"), "");
1091
node = ctx.
CreateNode
(opType, castOutput, labelEncoderOutput, ctx.GetNodeName(opType));
1130
node = ctx.
CreateNode
(opType, srcVariableName, labelEncoderOutput, ctx.GetNodeName(opType));
1178
node = ctx.
CreateNode
(opType, srcVariableName, labelEncoderOutput, ctx.GetNodeName(opType));
1193
node = ctx.
CreateNode
(opType, srcVariableName, labelEncoderOutput, ctx.GetNodeName(opType));
1201
var castNode = ctx.
CreateNode
("Cast", srcVariableName, castOutput, ctx.GetNodeName("Cast"), "");
1204
node = ctx.
CreateNode
(opType, castOutput, labelEncoderOutput, ctx.GetNodeName(opType));
1221
var castNode = ctx.
CreateNode
("Cast", labelEncoderOutput, dstVariableName, ctx.GetNodeName("Cast"), "");
1227
var castNode = ctx.
CreateNode
("Cast", labelEncoderOutput, dstVariableName, ctx.GetNodeName("Cast"), "");
1233
var castNode = ctx.
CreateNode
("Cast", labelEncoderOutput, dstVariableName, ctx.GetNodeName("Cast"), "");
1239
var castNode = ctx.
CreateNode
("Cast", labelEncoderOutput, dstVariableName, ctx.GetNodeName("Cast"), "");
1245
var castNode = ctx.
CreateNode
("Cast", labelEncoderOutput, dstVariableName, ctx.GetNodeName("Cast"), "");
1255
var castNode = ctx.
CreateNode
("Cast", labelEncoderOutput, dstVariableName, ctx.GetNodeName("Cast"), "");
1265
var castNode = ctx.
CreateNode
("Cast", labelEncoderOutput, dstVariableName, ctx.GetNodeName("Cast"), "");
Transforms\ValueToKeyMappingTransformer.cs (7)
792
var castNode = ctx.
CreateNode
("Cast", srcVariableName, castOutput, ctx.GetNodeName("Cast"), "");
795
node = ctx.
CreateNode
(opType, castOutput, labelEncoderOutput, ctx.GetNodeName(opType));
805
var castNode = ctx.
CreateNode
("Cast", srcVariableName, castOutput, ctx.GetNodeName("Cast"), "");
808
node = ctx.
CreateNode
(opType, castOutput, labelEncoderOutput, ctx.GetNodeName(opType));
827
node = ctx.
CreateNode
(opType, srcVariableName, labelEncoderOutput, ctx.GetNodeName(opType));
838
node = ctx.
CreateNode
(opType, srcVariableName, labelEncoderOutput, ctx.GetNodeName(opType));
896
castNode = ctx.
CreateNode
(opType, labelEncoderOutput, dstVariableName, ctx.GetNodeName(opType), "");
Microsoft.ML.KMeansClustering (3)
KMeansModelParameters.cs (3)
338
var reduceNodeX2 = ctx.
CreateNode
("ReduceSumSquare", nameX, nameX2, ctx.GetNodeName("ReduceSumSquare"), "");
360
var predictNodeL = ctx.
CreateNode
("ArgMin", nameY, nameL, ctx.GetNodeName("ArgMin"), "");
366
var predictedNode = ctx.
CreateNode
("Cast", nameL, outputNames[0], ctx.GetNodeName("Cast"), "");
Microsoft.ML.OnnxConverter (2)
SaveOnnxCommand.cs (2)
210
ctx.
CreateNode
("Identity", variableName, trueVariableName, ctx.GetNodeName("Identity"), "");
238
var node = ctx.
CreateNode
(opType, one, labelEncoderOutput, labelEncoderNodeName);
Microsoft.ML.PCA (1)
PcaTransformer.cs (1)
667
var transposeNode = ctx.
CreateNode
(opType, srcVariableName, transposeOutput, ctx.GetNodeName(opType), "");
Microsoft.ML.StandardTrainers (20)
Standard\LogisticRegression\MulticlassLogisticRegression.cs (2)
1000
var unsqueezeNode = ctx.
CreateNode
(opType, classifierLabelOutput, unsqueezeOutput, ctx.GetNodeName(opType), "");
1005
var castNode = ctx.
CreateNode
(opType, unsqueezeOutput, outputs[0], ctx.GetNodeName(opType), "");
Standard\MulticlassClassification\MulticlassNaiveBayesTrainer.cs (8)
461
var node = ctx.
CreateNode
(opType, greaterOutput, castOutput, ctx.GetNodeName(opType), "");
476
ctx.
CreateNode
(opType, divOutput, logOutput, ctx.GetNodeName(opType), "");
489
ctx.
CreateNode
(opType, labelHistogramName, labelHistogramTrans, ctx.GetNodeName(opType), "");
532
node = ctx.
CreateNode
(opType, learnedAbsentFeatureLogProb, castOutput, ctx.GetNodeName(opType), "");
545
var squeezeNode = ctx.
CreateNode
(opType, sumOutput, outputNames[1], ctx.GetNodeName(opType), "");
556
node = ctx.
CreateNode
(opType, scoreIndex, castOutput, ctx.GetNodeName(opType), "");
566
node = ctx.
CreateNode
(opType, sumOutput, outputNames[0], ctx.GetNodeName(opType), "");
577
ctx.
CreateNode
(opType, input, logOutput, ctx.GetNodeName(opType), "");
Standard\MulticlassClassification\OneVersusAllTrainer.cs (8)
578
var argMaxNode = ctx.
CreateNode
(opType, inputName, argMaxOutput, ctx.GetNodeName(opType), "");
588
var castToUint32Node = ctx.
CreateNode
(opType, addOutput, outputNames[0], ctx.GetNodeName(opType), "");
593
ctx.
CreateNode
(opType, inputName, outputNames[1], ctx.GetNodeName(opType), "");
807
var castNode = ctx.
CreateNode
(opType, sumOutput, castOutput, ctx.GetNodeName(opType), "");
813
ctx.
CreateNode
(opType, castOutput, notOutput, ctx.GetNodeName(opType), "");
817
var castIsZeroSumToFloatNode = ctx.
CreateNode
(opType, notOutput, castIsZeroSumToFloat, ctx.GetNodeName(opType), "");
931
var expNode = ctx.
CreateNode
(opType, concatOutput, expOutput, ctx.GetNodeName(opType), "");
935
var sumNode = ctx.
CreateNode
(opType, expOutput, sumOutput, ctx.GetNodeName(opType), "");
Standard\Simple\SimpleTrainers.cs (2)
422
ctx.
CreateNode
(opType, xorOutput, notOutput, ctx.GetNodeName(opType), "");
426
var node = ctx.
CreateNode
(opType, notOutput, castOutput, ctx.GetNodeName(opType), "");
Microsoft.ML.Transforms (40)
GcnTransform.cs (9)
645
var node = ctx.
CreateNode
(opType, srcVariableName, dstVariableName, ctx.GetNodeName(opType));
652
var meanNode = ctx.
CreateNode
(opType, srcVariableName, meanOfInput, ctx.GetNodeName(opType), "");
663
var absNode = ctx.
CreateNode
(opType, inputMinusMean, absOfInput, ctx.GetNodeName(opType), "");
667
var sumOfAbsNode = ctx.
CreateNode
(opType, absOfInput, sumOfAbsOfInput, ctx.GetNodeName(opType), "");
682
var sumOfSquaresNode = ctx.
CreateNode
(opType, squareOfInput, sumOfSquares, ctx.GetNodeName(opType), "");
687
var squareRootNode = ctx.
CreateNode
(opType, sumOfSquares, squareRoot, ctx.GetNodeName(opType), "");
696
var maxNode = ctx.
CreateNode
(opType, inputMinusMean, maxOfInput, ctx.GetNodeName(opType), "");
712
var sumOfSquaresNode = ctx.
CreateNode
(opType, squareOfInputMinusMean, average, ctx.GetNodeName(opType), "");
717
var stdDevNode = ctx.
CreateNode
(opType, average, stdDev, ctx.GetNodeName(opType), "");
MissingValueIndicatorTransformer.cs (1)
477
var nanNode = ctx.
CreateNode
(opType, srcVariableName, dstVariableName, ctx.GetNodeName(opType), "");
MissingValueReplacing.cs (1)
886
var node = ctx.
CreateNode
(opType, srcVariableName, dstVariableName, ctx.GetNodeName(opType));
Text\NgramTransform.cs (2)
795
var castNode = ctx.
CreateNode
(opType, srcVariableName, castOutput, ctx.GetNodeName(opType), "");
803
var node = ctx.
CreateNode
(opType, srcVariableName, dstVariableName, ctx.GetNodeName(opType), "");
Text\StopWordsRemovingTransformer.cs (6)
463
var node = ctx.
CreateNode
(opType, srcVariableName, squeezeOutput, ctx.GetNodeName(opType), "");
468
node = ctx.
CreateNode
(opType, squeezeOutput, stringNormalizerOutput, ctx.GetNodeName(opType), "");
479
node = ctx.
CreateNode
(opType, stringNormalizerOutput, dstVariableName, ctx.GetNodeName(opType), "");
1154
var node = ctx.
CreateNode
(opType, srcVariableName, squeezeOutput, ctx.GetNodeName(opType), "");
1159
node = ctx.
CreateNode
(opType, squeezeOutput, stringNormalizerOutput, ctx.GetNodeName(opType), "");
1165
node = ctx.
CreateNode
(opType, stringNormalizerOutput, dstVariableName, ctx.GetNodeName(opType), "");
Text\TextNormalizing.cs (3)
243
var node = ctx.
CreateNode
(opType, srcVariableName, squeezeOutput, ctx.GetNodeName(opType), "");
248
node = ctx.
CreateNode
(opType, squeezeOutput, normalizerOutput, ctx.GetNodeName(opType), "");
254
node = ctx.
CreateNode
(opType, normalizerOutput, dstVariableName, ctx.GetNodeName(opType), "");
Text\TokenizingByCharacters.cs (4)
245
var node = ctx.
CreateNode
(opType, srcVariableName, tokenizerOutput, ctx.GetNodeName(opType), "com.microsoft");
253
node = ctx.
CreateNode
(opType, tokenizerOutput, squeezeOutput, ctx.GetNodeName(opType), "");
258
node = ctx.
CreateNode
(opType, squeezeOutput, labelEncoderOutput, ctx.GetNodeName(opType));
266
var castNode = ctx.
CreateNode
(opType, labelEncoderOutput, dstVariableName, ctx.GetNodeName(opType), "");
Text\WordEmbeddingsExtractor.cs (13)
444
var nodeY = ctx.
CreateNode
("LabelEncoder", nameX, nameY, ctx.GetNodeName("LabelEncoder"));
456
var nodeB = ctx.
CreateNode
("Cast", nameA, nameB, ctx.GetNodeName("Cast"), "");
461
var nodeSMax = ctx.
CreateNode
("Scale", nameB, nameSMax, ctx.GetNodeName("Scale"), "");
466
var nodeVMin = ctx.
CreateNode
("Cast", nameA, nameVMin, ctx.GetNodeName("Cast"), "");
470
var nodeVMax = ctx.
CreateNode
("Cast", nameSMax, nameVMax, ctx.GetNodeName("Cast"), "");
491
var nodeJ = ctx.
CreateNode
("ReduceMin", nameGMin, nameJ, ctx.GetNodeName("ReduceMin"), "");
495
var nodeL = ctx.
CreateNode
("ReduceMax", nameGMax, nameL, ctx.GetNodeName("ReduceMax"), "");
506
var nodeK = ctx.
CreateNode
("ReduceSum", nameW, nameK, ctx.GetNodeName("ReduceSum"), "");
511
var nodeQ = ctx.
CreateNode
("Not", nameA, nameQ, ctx.GetNodeName("Not"), "");
515
var nodeZ = ctx.
CreateNode
("Cast", nameQ, nameZ, ctx.GetNodeName("Cast"), "");
520
var nodeR = ctx.
CreateNode
("ReduceSum", nameZ, nameR, ctx.GetNodeName("ReduceSum"), "");
525
var nodeRF = ctx.
CreateNode
("Cast", nameR, nameRF, ctx.GetNodeName("Cast"), "");
530
var nodeT = ctx.
CreateNode
("Clip", nameRF, nameT, ctx.GetNodeName("Clip"), "");
Text\WordTokenizing.cs (1)
410
var tokenizerNode = ctx.
CreateNode
(opType, ctx.GetVariableName(column.InputColumnName),