Weights

36 references to Weights

Microsoft.ML.IntegrationTests (20)

Explainability.cs (1)

104var weights = linearModel.Weights;

IntrospectiveTraining.cs (1)

241var weights = linearModel.Weights;

Training.cs (18)

104var firstModelWeights = firstModel.Model.Weights; 108var firstModelWeightsPrime = firstModel.Model.Weights; 112var secondModelWeights = secondModel.Model.Weights; 192var firstModelWeights = firstModel.Model.Weights; 196var firstModelWeightsPrime = firstModel.Model.Weights; 200var secondModelWeights = secondModel.Model.Weights; 236var firstModelWeights = firstModel.Model.SubModel.Weights; 240var firstModelWeightsPrime = firstModel.Model.SubModel.Weights; 244var secondModelWeights = secondModel.Model.SubModel.Weights; 330var firstModelWeights = firstModel.Model.Weights; 334var firstModelWeightsPrime = firstModel.Model.Weights; 338var secondModelWeights = secondModel.Model.Weights; 374var firstModelWeights = firstModel.Model.Weights; 378var firstModelWeightsPrime = firstModel.Model.Weights; 382var secondModelWeights = secondModel.Model.Weights; 422var firstModelWeights = firstModel.Model.SubModel.Weights; 426var firstModelWeightsPrime = firstModel.Model.SubModel.Weights; 430var secondModelWeights = secondModel.Model.SubModel.Weights;

Microsoft.ML.Samples (10)

Dynamic\Trainers\BinaryClassification\PermutationFeatureImportance.cs (1)

63linearPredictor.Model.SubModel.Weights[i],

Dynamic\Trainers\BinaryClassification\PermutationFeatureImportanceLoadFromDisk.cs (1)

62linearPredictor.Model.SubModel.Weights[i], // this way we can access the weights inside the submodel

Dynamic\Trainers\Regression\OrdinaryLeastSquaresAdvanced.cs (1)

58var weightsValues = model.Model.Weights;

Dynamic\Trainers\Regression\OrdinaryLeastSquaresWithOptionsAdvanced.cs (1)

62var weightsValues = model.Model.Weights;

Dynamic\Trainers\Regression\PermutationFeatureImportance.cs (1)

73linearPredictor.Model.Weights[i],

Dynamic\Trainers\Regression\PermutationFeatureImportanceLoadFromDisk.cs (1)

80linearPredictor.Model.Weights[i],

Dynamic\Transforms\CalculateFeatureContribution.cs (2)

43linearModel.Model.Weights[0] + " Feature2: " + linearModel.Model 44.Weights[1]);

Dynamic\Transforms\CalculateFeatureContributionCalibrated.cs (2)

45linearModel.Model.SubModel.Weights[0], 46linearModel.Model.SubModel.Weights[1]);

Microsoft.ML.StandardTrainers (2)

Standard\LogisticRegression\LogisticRegression.cs (1)

443return InitializeWeights(pred.Weights, new[] { pred.Bias });

Standard\PoissonRegression\PoissonRegression.cs (1)

140return InitializeWeights(modelParameters.Weights, new[] { modelParameters.Bias });

Microsoft.ML.Tests (4)

Scenarios\Api\CookbookSamples\CookbookSamplesDynamicApi.cs (1)

399var weights = linearModel.Weights;

Transformers\CountTargetEncodingTests.cs (3)

87.Append(ML.BinaryClassification.Trainers.AveragedPerceptron().WithOnFitDelegate(x => weights = x.Model.Weights)); 95.Append(ML.BinaryClassification.Trainers.AveragedPerceptron().WithOnFitDelegate(x => weightsNoNoise = x.Model.Weights)); 104.Append(ML.BinaryClassification.Trainers.AveragedPerceptron().WithOnFitDelegate(x => weightsNoNoise2 = x.Model.Weights));