first commmit

Accord_KNN_NetFramwork/Accord_KNN_NetFramwork.csproj

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+<?xml version="1.0" encoding="utf-8"?>
+<Project ToolsVersion="15.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
+  <Import Project="$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props" Condition="Exists('$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props')" />
+  <PropertyGroup>
+    <Configuration Condition=" '$(Configuration)' == '' ">Debug</Configuration>
+    <Platform Condition=" '$(Platform)' == '' ">AnyCPU</Platform>
+    <ProjectGuid>{FA458421-18DF-4746-861E-D4AF893A71A4}</ProjectGuid>
+    <OutputType>Library</OutputType>
+    <RootNamespace>ML_Accord_KNN</RootNamespace>
+    <AssemblyName>ML_Accord_KNN</AssemblyName>
+    <TargetFrameworkVersion>v4.6</TargetFrameworkVersion>
+    <FileAlignment>512</FileAlignment>
+    <AutoGenerateBindingRedirects>true</AutoGenerateBindingRedirects>
+    <Deterministic>true</Deterministic>
+    <NuGetPackageImportStamp>
+    </NuGetPackageImportStamp>
+  </PropertyGroup>
+  <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Debug|AnyCPU' ">
+    <PlatformTarget>AnyCPU</PlatformTarget>
+    <DebugSymbols>true</DebugSymbols>
+    <DebugType>full</DebugType>
+    <Optimize>false</Optimize>
+    <OutputPath>bin\Debug\</OutputPath>
+    <DefineConstants>DEBUG;TRACE</DefineConstants>
+    <ErrorReport>prompt</ErrorReport>
+    <WarningLevel>4</WarningLevel>
+  </PropertyGroup>
+  <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Release|AnyCPU' ">
+    <PlatformTarget>AnyCPU</PlatformTarget>
+    <DebugType>pdbonly</DebugType>
+    <Optimize>true</Optimize>
+    <OutputPath>bin\Release\</OutputPath>
+    <DefineConstants>TRACE</DefineConstants>
+    <ErrorReport>prompt</ErrorReport>
+    <WarningLevel>4</WarningLevel>
+  </PropertyGroup>
+  <PropertyGroup>
+    <StartupObject />
+  </PropertyGroup>
+  <ItemGroup>
+    <Reference Include="Accord, Version=3.8.0.0, Culture=neutral, PublicKeyToken=fa1a88e29555ccf7, processorArchitecture=MSIL">
+      <HintPath>..\packages\Accord.3.8.0\lib\net46\Accord.dll</HintPath>
+    </Reference>
+    <Reference Include="Accord.MachineLearning, Version=3.8.0.0, Culture=neutral, PublicKeyToken=fa1a88e29555ccf7, processorArchitecture=MSIL">
+      <HintPath>..\packages\Accord.MachineLearning.3.8.0\lib\net46\Accord.MachineLearning.dll</HintPath>
+    </Reference>
+    <Reference Include="Accord.Math, Version=3.8.0.0, Culture=neutral, PublicKeyToken=fa1a88e29555ccf7, processorArchitecture=MSIL">
+      <HintPath>..\packages\Accord.Math.3.8.0\lib\net46\Accord.Math.dll</HintPath>
+    </Reference>
+    <Reference Include="Accord.Math.Core, Version=3.8.0.0, Culture=neutral, PublicKeyToken=fa1a88e29555ccf7, processorArchitecture=MSIL">
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+    </Reference>
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+      <HintPath>..\packages\Accord.Statistics.3.8.0\lib\net46\Accord.Statistics.dll</HintPath>
+    </Reference>
+    <Reference Include="System" />
+    <Reference Include="System.Core" />
+    <Reference Include="System.Xml.Linq" />
+    <Reference Include="System.Data.DataSetExtensions" />
+    <Reference Include="Microsoft.CSharp" />
+    <Reference Include="System.Data" />
+    <Reference Include="System.Net.Http" />
+    <Reference Include="System.Xml" />
+  </ItemGroup>
+  <ItemGroup>
+    <Compile Include="Models.cs" />
+    <Compile Include="PancakeKNN_V3.cs" />
+    <Compile Include="Properties\AssemblyInfo.cs" />
+    <Compile Include="SQLExtend.cs" />
+    <Compile Include="SqlLib.cs" />
+  </ItemGroup>
+  <ItemGroup>
+    <None Include="App.config" />
+    <None Include="packages.config" />
+  </ItemGroup>
+  <ItemGroup>
+    <ProjectReference Include="..\SharedModels\SharedModels.csproj">
+      <Project>{AA2589E4-AACA-495F-9026-FEF62440B13C}</Project>
+      <Name>SharedModels</Name>
+    </ProjectReference>
+  </ItemGroup>
+  <Import Project="$(MSBuildToolsPath)\Microsoft.CSharp.targets" />
+  <Import Project="..\packages\Accord.3.8.0\build\Accord.targets" Condition="Exists('..\packages\Accord.3.8.0\build\Accord.targets')" />
+  <Target Name="EnsureNuGetPackageBuildImports" BeforeTargets="PrepareForBuild">
+    <PropertyGroup>
+      <ErrorText>这台计算机上缺少此项目引用的 NuGet 程序包。使用“NuGet 程序包还原”可下载这些程序包。有关更多信息，请参见 http://go.microsoft.com/fwlink/?LinkID=322105。缺少的文件是 {0}。</ErrorText>
+    </PropertyGroup>
+    <Error Condition="!Exists('..\packages\Accord.3.8.0\build\Accord.targets')" Text="$([System.String]::Format('$(ErrorText)', '..\packages\Accord.3.8.0\build\Accord.targets'))" />
+  </Target>
+</Project>

Accord_KNN_NetFramwork/App.config

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+<?xml version="1.0" encoding="utf-8" ?>
+<configuration>
+    <startup> 
+        <supportedRuntime version="v4.0" sku=".NETFramework,Version=v4.6" />
+    </startup>
+</configuration>

Accord_KNN_NetFramwork/Models.cs

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+using Accord.MachineLearning;
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace ML_Accord_KNN
+{
+    public class KNNResult
+    {
+        public int RoundID;
+        public bool PredictionIsBull;
+        public bool PredictionIsBull2;
+        public bool PredictionIsBullV2;
+        public bool PredictionIsBullV3_0123;
+        public bool PredictionIsBullV1_0123;
+        public double Score;
+        public double TestSetAccuracy;
+        public int kValue;
+        public double AgainstPercent;
+        internal KNearestNeighbors knn;
+    }
+
+    public class BestParam
+    {
+        public int kValue;
+        public int testSetCount;
+        public double winRatio;
+        public int serialLost;
+        public int totalTestCount;
+    }
+}