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