Initial version of nuget package and project configuration

Author: ooples

AiDotNet.sln

@@ -3,11 +3,11 @@ Microsoft Visual Studio Solution File, Format Version 12.00
 # Visual Studio Version 17
 VisualStudioVersion = 17.8.34004.107
 MinimumVisualStudioVersion = 10.0.40219.1
-Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "AiDotNet", "AiDotNet.csproj", "{588E787B-4FCA-4590-9EE7-16750B9E6D3E}"
+Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "AiDotNet", "src\AiDotNet.csproj", "{588E787B-4FCA-4590-9EE7-16750B9E6D3E}"
 EndProject
-Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "AiDotNetTestConsole", "..\AiDotNetTestConsole\AiDotNetTestConsole.csproj", "{10A6CCBA-C92B-41CD-87D1-3030FA4CF483}"
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "AiDotNetTestConsole", "testconsole\AiDotNetTestConsole.csproj", "{10A6CCBA-C92B-41CD-87D1-3030FA4CF483}"
 EndProject
-Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "AiDotNetUnitTests", "..\AiDotNetUnitTests\AiDotNetUnitTests.csproj", "{9D9859B0-528F-416A-A908-B96CA11074EC}"
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "AiDotNetUnitTests", "tests\AiDotNetUnitTests.csproj", "{9D9859B0-528F-416A-A908-B96CA11074EC}"
 EndProject
 Global
 	GlobalSection(SolutionConfigurationPlatforms) = preSolution

README.md

@@ -1 +1,37 @@
-# AiDotNet
+## Ai.Net
+
+This is a library (currently in preview) for getting the latest and greatest ai algorithms and bringing them directly to the .net community. 
+Our approach for this library was to both provide an easy way for beginners to be able to use AI/ML since it usually has a very steep learning curve, 
+and an easy way for expert level users to be able to fully customize everything about our algorithms. For now we are showcasing our simplified approach
+by providing simple linear regression to get feedback on how we can improve our library. 
+We will be adding more algorithms in the future and we are open to any contributions to this library. Please let us know what you think about our approach. 
+We will be handling all ai algorithms using the same methods.
+
+
+### How to use this library
+
+Here is an example to show how easy it is to use this library to get a trained model, get metrics for the trained model, and generate new predictions:
+
+```cs
+using AiDotNet;
+
+var inputs = new double[] { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 };
+var outputs = new double[] { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 };
+
+var simpleRegression = new SimpleRegression(inputs, outputs);
+var metrics = simpleRegression.Metrics;
+var predictions = simpleRegression.Predictions;
+```
+
+Here is an example for more advanced users to customize everything used in the algorithm:
+
+```cs
+using AiDotNet;
+
+var inputs = new double[] { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 };
+var outputs = new double[] { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 };
+
+var advancedSimpleRegression = new SimpleRegression(inputs, outputs, trainingPctSize: 20);
+var metrics = advancedSimpleRegression.Metrics;
+var predictions = advancedSimpleRegression.Predictions;
+```

src/AiDotNet.csproj

@@ -0,0 +1,43 @@
+<Project Sdk="Microsoft.NET.Sdk">
+
+  <PropertyGroup>
+    <TargetFramework>net8.0</TargetFramework>
+    <ImplicitUsings>enable</ImplicitUsings>
+    <Nullable>enable</Nullable>
+    <GeneratePackageOnBuild>True</GeneratePackageOnBuild>
+    <Version>0.0.1-preview</Version>
+    <Title>Ai for .Net</Title>
+    <Description>This is a preview library that will eventually showcase the latest and greatest in ai breakthroughs and bring them to the .net community</Description>
+    <Company>Ooples Finance</Company>
+    <Authors>ooples</Authors>
+    <Copyright>Ooples Finance LLC 2023</Copyright>
+    <PackageProjectUrl>https://github.com/ooples/AiDotNet</PackageProjectUrl>
+    <RepositoryType>git</RepositoryType>
+    <RepositoryUrl>https://github.com/ooples/AiDotNet</RepositoryUrl>
+    <PackageTags>ai; regression; machine learning; artificial; intelligence; machine; chatgpt; learning; algorithm; algo; chatgpt-4</PackageTags>
+    <PackageLicenseExpression>Apache-2.0</PackageLicenseExpression>
+    <PackageRequireLicenseAcceptance>True</PackageRequireLicenseAcceptance>
+    <PackageIcon>Favicon.jpg</PackageIcon>
+    <PackageReadmeFile>README.md</PackageReadmeFile>
+  </PropertyGroup>
+
+  <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Debug|AnyCPU'">
+    <TreatWarningsAsErrors>True</TreatWarningsAsErrors>
+  </PropertyGroup>
+
+  <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Release|AnyCPU'">
+    <TreatWarningsAsErrors>True</TreatWarningsAsErrors>
+  </PropertyGroup>
+
+	<ItemGroup>
+		<None Include="Images\Favicon.jpg">
+			<Pack>True</Pack>
+			<PackagePath>\</PackagePath>
+		</None>
+		<None Include="..\README.md">
+			<Pack>True</Pack>
+			<PackagePath>\</PackagePath>
+		</None>
+	</ItemGroup>
+
+</Project>

src/Images/Favicon.jpg

@@ -1,9 +1,14 @@
 <Project Sdk="Microsoft.NET.Sdk">
 
   <PropertyGroup>
+    <OutputType>Exe</OutputType>
     <TargetFramework>net8.0</TargetFramework>
     <ImplicitUsings>enable</ImplicitUsings>
     <Nullable>enable</Nullable>
   </PropertyGroup>
 
+  <ItemGroup>
+    <ProjectReference Include="..\src\AiDotNet.csproj" />
+  </ItemGroup>
+
 </Project>