122 references to Predict
Microsoft.Extensions.ML (1)
PredictionEnginePoolExtensions.cs (1)
48
return predictionEngine.
Predict
(example);
Microsoft.Extensions.ML.Tests (5)
FileLoaderTests.cs (1)
54
var prediction = engine.
Predict
(new SentimentData() { SentimentText = "This is great" });
PredictionEnginePoolTests.cs (4)
52
Assert.NotNull(inFlight.
Predict
(new SentimentData { SentimentText = "great" }));
57
Assert.NotNull(afterSwap.
Predict
(new SentimentData { SentimentText = "terrible" }));
64
Assert.NotNull(reused.
Predict
(new SentimentData { SentimentText = "fine" }));
106
Assert.NotNull(afterOverflow.
Predict
(new SentimentData { SentimentText = "still works" }));
Microsoft.ML.AutoML.Samples (7)
AutoFit\BinaryClassificationExperiment.cs (1)
55
var prediction = predictionEngine.
Predict
(testSentimentIssue);
AutoFit\MulticlassClassificationExperiment.cs (1)
56
var prediction = predictionEngine.
Predict
(testPixelData);
AutoFit\RankingExperiment.cs (2)
65
var prediction = predictionEngine.
Predict
(testPage);
75
prediction = predictionEngine.
Predict
(testPage);
AutoFit\RecommendationExperiment.cs (2)
68
var prediction = predictionEngine.
Predict
(testMovie);
77
prediction = predictionEngine.
Predict
(testMovie);
AutoFit\RegressionExperiment.cs (1)
61
var prediction = predictionEngine.
Predict
(testTaxiTrip);
Microsoft.ML.Core.Tests (2)
UnitTests\TestCustomTypeRegister.cs (2)
207
var superAlien = engine.
Predict
(alien);
230
var superAlien = engine.
Predict
(alien);
Microsoft.ML.IntegrationTests (16)
ModelFiles.cs (4)
122
var originalPrediction = originalPredictionEngine.
Predict
(row);
123
var serializedPrediction = serializedPredictionEngine.
Predict
(row);
252
var prediction = model.
Predict
(modelInput);
256
var prediction2 = model2.
Predict
(modelInput);
ONNX.cs (6)
71
var originalPrediction = originalPredictionEngine.
Predict
(row);
72
var onnxPrediction = onnxPredictionEngine.
Predict
(row);
123
var originalPrediction = originalPredictionEngine.
Predict
(row);
124
var onnxPrediction = onnxPredictionEngine.
Predict
(row);
170
var originalPrediction = originalPredictionEngine.
Predict
(row);
171
var onnxPrediction = onnxPredictionEngine.
Predict
(row);
Prediction.cs (4)
58
var pr = engine.
Predict
(new TweetSentiment() { SentimentText = "Good Bad job" });
71
pr = newEngine.
Predict
(new TweetSentiment() { SentimentText = "Good Bad job" });
90
var pr = engine.
Predict
(randomDataPoint);
95
pr = newEngine.
Predict
(randomDataPoint);
SchemaDefinitionTests.cs (2)
52
var prediction = engine1.
Predict
(new InputData() { Workclass = "Self-emp-not-inc", NumericFeatures = new float[6] });
55
prediction = engine2.
Predict
(new InputData() { Workclass = "Self-emp-not-inc", NumericFeatures = new float[6] });
Microsoft.ML.OnnxTransformerTest (1)
DnnImageFeaturizerTest.cs (1)
242
ModelOutput result = predEngine.
Predict
(sample);
Microsoft.ML.PerformanceTests (5)
PredictionEngineBench.cs (3)
141
_irisModel.
Predict
(_irisExample);
150
_sentimentModel.
Predict
(_sentimentExample);
159
_breastCancerModel.
Predict
(_breastCancerExample);
StochasticDualCoordinateAscentClassifierBench.cs (2)
128
_consumer.Consume(_predictionEngine.
Predict
(_example));
163
public float[] PredictIris() => _predictionEngine.
Predict
(_example).PredictedLabels;
Microsoft.ML.Samples (27)
Dynamic\ModelOperations\SaveLoadModel.cs (1)
42
var transformation = engine.
Predict
(new Data() { Value = "abc" });
Dynamic\ModelOperations\SaveLoadModelFile.cs (1)
41
var transformation = engine.
Predict
(new Data() { Value = "abc" });
Dynamic\TensorFlow\TextClassification.cs (1)
123
var prediction = engine.
Predict
(data[0]);
Dynamic\Trainers\BinaryClassification\FieldAwareFactorizationMachine.cs (1)
86
var result = engine.
Predict
(dataPoint);
Dynamic\Trainers\BinaryClassification\FieldAwareFactorizationMachineWithOptions.cs (1)
97
var result = engine.
Predict
(dataPoint);
Dynamic\Trainers\MulticlassClassification\ImageClassification\ImageClassificationDefault.cs (1)
145
var prediction = predictionEngine.
Predict
(imageToPredict);
Dynamic\Trainers\MulticlassClassification\ImageClassification\LearningRateSchedulingCifarResnetTransferLearning.cs (1)
171
var prediction = predictionEngine.
Predict
(imageToPredict);
Dynamic\Trainers\MulticlassClassification\ImageClassification\ResnetV2101TransferLearningEarlyStopping.cs (1)
166
var prediction = predictionEngine.
Predict
(imageToPredict);
Dynamic\Trainers\MulticlassClassification\ImageClassification\ResnetV2101TransferLearningTrainTestSplit.cs (1)
154
var prediction = predictionEngine.
Predict
(imageToPredict);
Dynamic\Transforms\CalculateFeatureContribution.cs (1)
66
var prediction = predictionEngine.
Predict
(samples.First());
Dynamic\Transforms\CalculateFeatureContributionCalibrated.cs (1)
68
var prediction = predictionEngine.
Predict
(samples.First());
Dynamic\Transforms\CustomMappingWithInMemoryCustomType.cs (1)
53
var superAlien = engine.
Predict
(alien);
Dynamic\Transforms\Text\ApplyCustomWordEmbedding.cs (1)
67
var prediction = predictionEngine.
Predict
(data);
Dynamic\Transforms\Text\ApplyWordEmbedding.cs (1)
57
var prediction = predictionEngine.
Predict
(data);
Dynamic\Transforms\Text\FeaturizeText.cs (1)
65
var prediction = predictionEngine.
Predict
(samples[0]);
Dynamic\Transforms\Text\FeaturizeTextWithOptions.cs (1)
83
var prediction = predictionEngine.
Predict
(samples[0]);
Dynamic\Transforms\Text\LatentDirichletAllocation.cs (2)
59
PrintLdaFeatures(predictionEngine.
Predict
(samples[0]));
60
PrintLdaFeatures(predictionEngine.
Predict
(samples[1]));
Dynamic\Transforms\Text\NormalizeText.cs (1)
48
var prediction = predictionEngine.
Predict
(data);
Dynamic\Transforms\Text\ProduceHashedNgrams.cs (1)
65
var prediction = predictionEngine.
Predict
(samples[0]);
Dynamic\Transforms\Text\ProduceHashedWordBags.cs (1)
64
var prediction = predictionEngine.
Predict
(samples[0]);
Dynamic\Transforms\Text\ProduceNgrams.cs (1)
73
var prediction = predictionEngine.
Predict
(samples[0]);
Dynamic\Transforms\Text\ProduceWordBags.cs (1)
70
var prediction = predictionEngine.
Predict
(samples[0]);
Dynamic\Transforms\Text\RemoveDefaultStopWords.cs (1)
52
var prediction = predictionEngine.
Predict
(data);
Dynamic\Transforms\Text\RemoveStopWords.cs (1)
51
var prediction = predictionEngine.
Predict
(data);
Dynamic\Transforms\Text\TokenizeIntoCharactersAsKeys.cs (1)
50
var prediction = predictionEngine.
Predict
(data);
Dynamic\Transforms\Text\TokenizeIntoWords.cs (1)
48
var prediction = predictionEngine.
Predict
(data);
Microsoft.ML.Samples.GPU (5)
parent\6a273e5f1a281752\LearningRateSchedulingCifarResnetTransferLearning.cs (1)
171
var prediction = predictionEngine.
Predict
(imageToPredict);
parent\Microsoft.ML.Samples\Dynamic\TensorFlow\TextClassification.cs (1)
123
var prediction = engine.
Predict
(data[0]);
parent\Microsoft.ML.Samples\Dynamic\Trainers\MulticlassClassification\ImageClassification\ImageClassificationDefault.cs (1)
145
var prediction = predictionEngine.
Predict
(imageToPredict);
parent\Microsoft.ML.Samples\Dynamic\Trainers\MulticlassClassification\ImageClassification\ResnetV2101TransferLearningEarlyStopping.cs (1)
166
var prediction = predictionEngine.
Predict
(imageToPredict);
parent\Microsoft.ML.Samples\Dynamic\Trainers\MulticlassClassification\ImageClassification\ResnetV2101TransferLearningTrainTestSplit.cs (1)
154
var prediction = predictionEngine.
Predict
(imageToPredict);
Microsoft.ML.TensorFlow.Tests (20)
TensorflowTests.cs (20)
151
var prediction = predictFunction.
Predict
(new CifarData()
159
prediction = predictFunction.
Predict
(new CifarData()
671
var onePrediction = predictFunction.
Predict
(oneSample);
722
var onePrediction = predictionFunction.
Predict
(oneSample);
847
var prediction = predictFunction.
Predict
(oneSample);
898
var onePrediction = predictFunction.
Predict
(oneSample);
1167
predictFunction.
Predict
(new CifarData() { ImagePath = GetDataPath("images/banana.jpg") }),
1168
predictFunction.
Predict
(new CifarData() { ImagePath = GetDataPath("images/hotdog.jpg") }),
1169
predictFunction.
Predict
(new CifarData() { ImagePath = GetDataPath("images/tomato.jpg") })
1190
testPredictFunction.
Predict
(new CifarData() { ImagePath = GetDataPath("images/banana.jpg") }),
1191
testPredictFunction.
Predict
(new CifarData() { ImagePath = GetDataPath("images/hotdog.jpg") }),
1192
testPredictFunction.
Predict
(new CifarData() { ImagePath = GetDataPath("images/tomato.jpg") })
1286
var processedData = dataPipe.
Predict
(data[0]);
1288
var prediction = tfEnginePipe.
Predict
(processedData);
1351
var textOutput = transformer.
Predict
(input);
1382
var primitiveOutput = transformer.
Predict
(input);
1563
var predictionFirst = predictionEngine.
Predict
(firstImageToPredict);
1564
var predictionSecond = predictionEngine.
Predict
(secondImageToPredict);
1722
var predictionFirst = predictionEngine.
Predict
(firstImageToPredict);
1723
var predictionSecond = predictionEngine.
Predict
(secondImageToPredict);
Microsoft.ML.Tests (33)
DatabaseLoaderTests.cs (10)
137
Assert.Equal(0, engine.
Predict
(new IrisData()
145
Assert.Equal(1, engine.
Predict
(new IrisData()
173
Assert.Equal(0, engine.
Predict
(new IrisData()
181
Assert.Equal(1, engine.
Predict
(new IrisData()
209
Assert.Equal(0, engine.
Predict
(new IrisVectorData()
215
Assert.Equal(1, engine.
Predict
(new IrisVectorData()
241
Assert.Equal(0, engine.
Predict
(new IrisVectorData()
247
Assert.Equal(1, engine.
Predict
(new IrisVectorData()
273
Assert.Equal(0, engine.
Predict
(new IrisData()
281
Assert.Equal(1, engine.
Predict
(new IrisData()
ImagesTests.cs (2)
278
var transformedSingleImage = engine.
Predict
(singleImage);
1198
var prediction = predEngine.
Predict
(dataObjects[i]);
OnnxSequenceTypeWithAttributesTest.cs (1)
63
var output = predictor.
Predict
(input);
Scenarios\Api\CookbookSamples\CookbookSamples.cs (1)
283
var prediction = predictionFunc.
Predict
(new IrisInput
Scenarios\Api\Estimators\DecomposableTrainAndPredict.cs (1)
46
var prediction = engine.
Predict
(input);
Scenarios\Api\Estimators\Extensibility.cs (1)
55
var prediction = engine.
Predict
(input);
Scenarios\Api\Estimators\MultithreadedPrediction.cs (1)
50
var prediction = engine.
Predict
(input);
Scenarios\Api\Estimators\PredictAndMetadata.cs (1)
64
var prediction = engine.
Predict
(input);
Scenarios\Api\Estimators\SimpleTrainAndPredict.cs (2)
45
var prediction = engine.
Predict
(input);
84
var prediction = engine.
Predict
(input);
Scenarios\ClusteringTests.cs (1)
77
var scores = predictFunction.
Predict
(clusters[i]);
Scenarios\IrisPlantClassificationTests.cs (3)
50
IrisPrediction prediction = predictFunction.
Predict
(new IrisData()
62
prediction = predictFunction.
Predict
(new IrisData()
74
prediction = predictFunction.
Predict
(new IrisData()
Scenarios\IrisPlantClassificationWithStringLabelTests.cs (3)
49
IrisPredictionWithStringLabel prediction = predictFunction.
Predict
(new IrisDataWithStringLabel()
62
prediction = predictFunction.
Predict
(new IrisDataWithStringLabel()
75
prediction = predictFunction.
Predict
(new IrisDataWithStringLabel()
Scenarios\WordBagTest.cs (2)
40
var prediction = predictionEngine.
Predict
(samples[0]);
75
var prediction = predictionEngine.
Predict
(samples[0]);
ScenariosWithDirectInstantiation\IrisPlantClassificationTests.cs (3)
56
IrisPrediction prediction = model.
Predict
(new IrisData()
68
prediction = model.
Predict
(new IrisData()
80
prediction = model.
Predict
(new IrisData()
Transformers\TextFeaturizerTests.cs (1)
766
var prediction = engine.
Predict
(input);