Merge pull request #27 from roberino/kohonen-feature-reduction

Kohonen feature reduction

Author: roberino

.nuget/NuGet.exe

@@ -3,7 +3,7 @@
     // for the documentation about the tasks.json format
     "tasks": [
         {
-            "command": "${workspaceRoot}/build-dotnet.sh",
+            "command": "${workspaceRoot}/build/build-dotnet.sh",
             "isShellCommand": true,
             "echoCommand": true,
             "taskName": "build",
@@ -13,7 +13,7 @@
             "showOutput": "always" 
         },
         {            
-            "command": "${workspaceRoot}/test-dotnet.sh",
+            "command": "${workspaceRoot}/build/test-dotnet.sh",
             "isShellCommand": true,
             "echoCommand": true,
             "taskName": "test",

.vscode/tasks.json

@@ -0,0 +1,28 @@
+
+Microsoft Visual Studio Solution File, Format Version 12.00
+# Visual Studio 15
+VisualStudioVersion = 15.0.26430.13
+MinimumVisualStudioVersion = 10.0.40219.1
+Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "LinqInfer-dotnetcore", "src\LinqInfer\LinqInfer-dotnetcore.csproj", "{2BB72484-9321-4507-9BDB-C6D2CDCBD8FA}"
+EndProject
+Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "LinqInfer.Tests-dotnetcore", "tests\LinqInfer.Tests\LinqInfer.Tests-dotnetcore.csproj", "{C715C7BE-2141-4FD2-9E24-5701431F2594}"
+EndProject
+Global
+	GlobalSection(SolutionConfigurationPlatforms) = preSolution
+		Debug|Any CPU = Debug|Any CPU
+		Release|Any CPU = Release|Any CPU
+	EndGlobalSection
+	GlobalSection(ProjectConfigurationPlatforms) = postSolution
+		{2BB72484-9321-4507-9BDB-C6D2CDCBD8FA}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+		{2BB72484-9321-4507-9BDB-C6D2CDCBD8FA}.Debug|Any CPU.Build.0 = Debug|Any CPU
+		{2BB72484-9321-4507-9BDB-C6D2CDCBD8FA}.Release|Any CPU.ActiveCfg = Release|Any CPU
+		{2BB72484-9321-4507-9BDB-C6D2CDCBD8FA}.Release|Any CPU.Build.0 = Release|Any CPU
+		{C715C7BE-2141-4FD2-9E24-5701431F2594}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+		{C715C7BE-2141-4FD2-9E24-5701431F2594}.Debug|Any CPU.Build.0 = Debug|Any CPU
+		{C715C7BE-2141-4FD2-9E24-5701431F2594}.Release|Any CPU.ActiveCfg = Release|Any CPU
+		{C715C7BE-2141-4FD2-9E24-5701431F2594}.Release|Any CPU.Build.0 = Release|Any CPU
+	EndGlobalSection
+	GlobalSection(SolutionProperties) = preSolution
+		HideSolutionNode = FALSE
+	EndGlobalSection
+EndGlobal

LinqInfer-dotnetcore.sln

@@ -1,7 +1,7 @@
 
 Microsoft Visual Studio Solution File, Format Version 12.00
-# Visual Studio 14
-VisualStudioVersion = 14.0.25420.1
+# Visual Studio 15
+VisualStudioVersion = 15.0.26430.13
 MinimumVisualStudioVersion = 10.0.40219.1
 Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "LinqInfer", "src\LinqInfer\LinqInfer.csproj", "{57818C8E-99BA-405E-A5C5-6DE2E54883EA}"
 EndProject

LinqInfer.sln

@@ -22,8 +22,6 @@ for reducing the dimensionality of the input data, such as principle component a
 When data is extracted, it is represented as an enumeration of column vectors which 
 can be transformed and filtered before being consumed for classifier training.
 
-![SOFM graph](docs/sofm_graph2.png)
-
 #### Learning
 
 This is a collection of machine learning algorithms which are available through extention 
@@ -73,6 +71,10 @@ Graphs can be exported into [GEXF](https://gephi.org/gexf/format/schema.html).
 
 Check out [Sigmajs](http://sigmajs.org/) and [Gephi](https://gephi.org/) for visualising graphs.
 
+![SOFM graph](docs/sofm_graph2.png)
+
+![Neural network graph](docs/neural-network-sm.png)
+
 #### Maths.Probability 
 
 This is a collection of functions and probability "objects" to help solve simple probability problems.