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Merged
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Jan 15, 2019
Merged

updating for ML.NET .9 release #568

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7 changes: 3 additions & 4 deletions machine-learning/tutorials/SentimentAnalysis/Program.cs
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Original file line number Diff line number Diff line change
Expand Up @@ -5,8 +5,7 @@
using System.Linq;
using Microsoft.ML;
using Microsoft.ML.Core.Data;
using Microsoft.ML.Runtime.Api;
using Microsoft.ML.Runtime.Data;
using Microsoft.ML.Data;
using Microsoft.ML.Transforms.Text;
// </Snippet1>

Expand Down Expand Up @@ -35,7 +34,7 @@ static void Main(string[] args)
// all the column names and their types. This is used to create the model, and train it.
// Initialize our TextLoader
// <Snippet4>
_textLoader = mlContext.Data.TextReader(new TextLoader.Arguments()
_textLoader = mlContext.Data.CreateTextReader(new TextLoader.Arguments()
{
Separator = "tab",
HasHeader = true,
Expand Down Expand Up @@ -155,7 +154,7 @@ public static void Evaluate(MLContext mlContext, ITransformer model)
private static void Predict(MLContext mlContext, ITransformer model)
{
// <Snippet17>
var predictionFunction = model.MakePredictionFunction<SentimentData, SentimentPrediction>(mlContext);
var predictionFunction = model.CreatePredictionEngine<SentimentData, SentimentPrediction>(mlContext);
// </Snippet17>

// <Snippet18>
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4 changes: 2 additions & 2 deletions machine-learning/tutorials/SentimentAnalysis/SentimentAnalysis.csproj
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Expand Up @@ -2,7 +2,7 @@

<PropertyGroup>
<OutputType>Exe</OutputType>
<TargetFramework>netcoreapp2.2</TargetFramework>
<TargetFramework>netcoreapp2.1</TargetFramework>
</PropertyGroup>

<PropertyGroup>
Expand All @@ -14,7 +14,7 @@
</ItemGroup>

<ItemGroup>
<PackageReference Include="Microsoft.ML" Version="0.8.0" />
<PackageReference Include="Microsoft.ML" Version="0.9.0" />
</ItemGroup>

<ItemGroup>
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2 changes: 1 addition & 1 deletion machine-learning/tutorials/SentimentAnalysis/SentimentData.cs
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@@ -1,5 +1,5 @@
// <Snippet1>
using Microsoft.ML.Runtime.Api;
using Microsoft.ML.Data;
// </Snippet1>

namespace SentimentAnalysis
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7 changes: 3 additions & 4 deletions machine-learning/tutorials/TaxiFarePrediction/Program.cs
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Original file line number Diff line number Diff line change
Expand Up @@ -3,8 +3,7 @@
using System.IO;
using Microsoft.ML;
using Microsoft.ML.Core.Data;
using Microsoft.ML.Runtime.Api;
using Microsoft.ML.Runtime.Data;
using Microsoft.ML.Data;
using Microsoft.ML.Transforms;
using Microsoft.ML.Transforms.Categorical;
using Microsoft.ML.Transforms.Normalizers;
Expand All @@ -31,7 +30,7 @@ static void Main(string[] args)
// </Snippet3>

// <Snippet4>
_textLoader = mlContext.Data.TextReader(new TextLoader.Arguments()
_textLoader = mlContext.Data.CreateTextReader(new TextLoader.Arguments()
{
Separator = ",",
HasHeader = true,
Expand Down Expand Up @@ -139,7 +138,7 @@ private static void TestSinglePrediction(MLContext mlContext)
//Prediction test
// Create prediction function and make prediction.
// <Snippet22>
var predictionFunction = loadedModel.MakePredictionFunction<TaxiTrip, TaxiTripFarePrediction>(mlContext);
var predictionFunction = loadedModel.CreatePredictionEngine<TaxiTrip, TaxiTripFarePrediction>(mlContext);
// </Snippet22>
//Sample:
//vendor_id,rate_code,passenger_count,trip_time_in_secs,trip_distance,payment_type,fare_amount
Expand Down
4 changes: 2 additions & 2 deletions machine-learning/tutorials/TaxiFarePrediction/TaxiFarePrediction.csproj
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Expand Up @@ -2,15 +2,15 @@

<PropertyGroup>
<OutputType>Exe</OutputType>
<TargetFramework>netcoreapp2.2</TargetFramework>
<TargetFramework>netcoreapp2.1</TargetFramework>
</PropertyGroup>

<PropertyGroup>
<LangVersion>7.1</LangVersion>
</PropertyGroup>

<ItemGroup>
<PackageReference Include="Microsoft.ML" Version="0.8.0" />
<PackageReference Include="Microsoft.ML" Version="0.9.0" />
</ItemGroup>

<ItemGroup>
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2 changes: 1 addition & 1 deletion machine-learning/tutorials/TaxiFarePrediction/TaxiTrip.cs
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@@ -1,5 +1,5 @@
// <Snippet1>
using Microsoft.ML.Runtime.Api;
using Microsoft.ML.Data;
// </Snippet1>

namespace TaxiFarePrediction
Expand Down