Added images

davidwillingham · davidwillingham · commit 72605c28315c · 2020-03-20T09:47:19.000-04:00
diff --git a/HelperFiles/DownloadData.m b/HelperFiles/DownloadData.m
@@ -0,0 +1,28 @@
+%   Copyright 2020 The MathWorks, Inc.
+
+dataZip = "AirCompressorDataset.zip";
+url = "https://www.mathworks.com/supportfiles/audio/AirCompressorDataset/AirCompressorDataset.zip";
+dataFolder = "AirCompressorData";
+
+disp("Checking for dataset...");
+
+if ~isfolder(dataFolder)
+    answer = questdlg("Do you want to download the dataset now?","Dataset not found","Yes","No","Yes");
+    
+    switch answer
+        case "Yes"
+            if ~isfile(dataZip)
+                outFile = websave(dataZip,url);
+                disp("Data zip file saved as " + outFile);        
+            end
+
+            disp("Unzipping data file...");
+            unzip(dataZip, dataFolder);
+            disp("Data unzipped successfully.");
+        case "No"
+            disp("Dataset not downloaded. You will need to download the dataset to run the example. Please run DownloadData.")
+    end
+else
+    disp("Dataset found.");
+end
+    
diff --git a/HelperFiles/OpenPart1.m b/HelperFiles/OpenPart1.m
@@ -0,0 +1,3 @@
+%   Copyright 2020 The MathWorks, Inc.
+
+edit Part01_DataPreparation.mlx
diff --git a/HelperFiles/OpenPart2.m b/HelperFiles/OpenPart2.m
@@ -0,0 +1,3 @@
+%   Copyright 2020 The MathWorks, Inc.
+
+edit Part02_Modeling.mlx
diff --git a/HelperFiles/OpenPart3.m b/HelperFiles/OpenPart3.m
@@ -0,0 +1,3 @@
+%   Copyright 2020 The MathWorks, Inc.
+
+edit Part03_Deployment.mlx
diff --git a/Images/bearingsignal.png b/Images/bearingsignal.png
diff --git a/Images/confusionmat.png b/Images/confusionmat.png
diff --git a/Images/deeplearningworkflow.png b/Images/deeplearningworkflow.png
diff --git a/Part01_DataPreparation.mlx b/Part01_DataPreparation.mlx
diff --git a/Part02_Modeling.mlx b/Part02_Modeling.mlx
diff --git a/Part03_Deployment.mlx b/Part03_Deployment.mlx
diff --git a/SavedData/LSTMActivations.mat b/SavedData/LSTMActivations.mat
diff --git a/SavedData/TrainedModel.mat b/SavedData/TrainedModel.mat
diff --git a/SavedData/TrainingFeatures.mat b/SavedData/TrainingFeatures.mat
diff --git a/SavedData/ValidationFeatures.mat b/SavedData/ValidationFeatures.mat
diff --git a/SavedData/ValidationResults.mat b/SavedData/ValidationResults.mat
diff --git a/resources/project/Project.xml b/resources/project/Project.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info MetadataType="distributed" />
diff --git a/resources/project/ProjectData.type.Info.xml b/resources/project/ProjectData.type.Info.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info Name="aircompressorclassification" />
diff --git a/resources/project/Root.type.Categories/FileClassCategory.type.Category.xml b/resources/project/Root.type.Categories/FileClassCategory.type.Category.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info ReadOnly="1" SingleValued="1" DataType="None" Name="Classification" />
diff --git a/resources/project/Root.type.Categories/FileClassCategory.type.Category/artifact.type.Label.xml b/resources/project/Root.type.Categories/FileClassCategory.type.Category/artifact.type.Label.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info ReadOnly="READ_ONLY" Name="Artifact" />
diff --git a/resources/project/Root.type.Categories/FileClassCategory.type.Category/convenience.type.Label.xml b/resources/project/Root.type.Categories/FileClassCategory.type.Category/convenience.type.Label.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info ReadOnly="READ_ONLY" Name="Convenience" />
diff --git a/resources/project/Root.type.Categories/FileClassCategory.type.Category/derived.type.Label.xml b/resources/project/Root.type.Categories/FileClassCategory.type.Category/derived.type.Label.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info ReadOnly="READ_ONLY" Name="Derived" />
diff --git a/resources/project/Root.type.Categories/FileClassCategory.type.Category/design.type.Label.xml b/resources/project/Root.type.Categories/FileClassCategory.type.Category/design.type.Label.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info ReadOnly="READ_ONLY" Name="Design" />
diff --git a/resources/project/Root.type.Categories/FileClassCategory.type.Category/none.type.Label.xml b/resources/project/Root.type.Categories/FileClassCategory.type.Category/none.type.Label.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info ReadOnly="READ_ONLY" Name="None" />
diff --git a/resources/project/Root.type.Categories/FileClassCategory.type.Category/other.type.Label.xml b/resources/project/Root.type.Categories/FileClassCategory.type.Category/other.type.Label.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info ReadOnly="READ_ONLY" Name="Other" />
diff --git a/resources/project/Root.type.Categories/FileClassCategory.type.Category/test.type.Label.xml b/resources/project/Root.type.Categories/FileClassCategory.type.Category/test.type.Label.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info ReadOnly="READ_ONLY" Name="Test" />
diff --git a/resources/project/Root.type.EntryPointGroups/0c8483e3-fbdd-4aa6-a43b-beb31484f544.type.EntryPointGroup.xml b/resources/project/Root.type.EntryPointGroups/0c8483e3-fbdd-4aa6-a43b-beb31484f544.type.EntryPointGroup.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info Name="Navigation" />
diff --git a/resources/project/Root.type.EntryPoints/1a3ef0af-f6d0-4ff3-82ee-c376f1360f5f.type.EntryPoint.xml b/resources/project/Root.type.EntryPoints/1a3ef0af-f6d0-4ff3-82ee-c376f1360f5f.type.EntryPoint.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info Type="Basic" GroupUUID="0c8483e3-fbdd-4aa6-a43b-beb31484f544" Visible="1" Icon="" File="HelperFiles/OpenPart1.m" Name="Part 1: Prepare Data" />
diff --git a/resources/project/Root.type.EntryPoints/55d707ca-e9a1-49be-a7e3-96c89602b5c6.type.EntryPoint.xml b/resources/project/Root.type.EntryPoints/55d707ca-e9a1-49be-a7e3-96c89602b5c6.type.EntryPoint.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info Type="StartUp" Visible="0" Icon="" File="HelperFiles/DownloadData.m" Name="DownloadData" />
diff --git a/resources/project/Root.type.EntryPoints/b9b1e578-0168-4d06-8d33-8fe1151c7ac6.type.EntryPoint.xml b/resources/project/Root.type.EntryPoints/b9b1e578-0168-4d06-8d33-8fe1151c7ac6.type.EntryPoint.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info Type="Basic" GroupUUID="0c8483e3-fbdd-4aa6-a43b-beb31484f544" Visible="1" Icon="" File="HelperFiles/OpenPart3.m" Name="Part 3: Deployment" />
diff --git a/resources/project/Root.type.EntryPoints/e036b08a-f65a-44c4-a51d-1ce6022d4147.type.EntryPoint.xml b/resources/project/Root.type.EntryPoints/e036b08a-f65a-44c4-a51d-1ce6022d4147.type.EntryPoint.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info Type="Basic" GroupUUID="0c8483e3-fbdd-4aa6-a43b-beb31484f544" Visible="1" Icon="" File="HelperFiles/OpenPart2.m" Name="Part 2: Modeling" />
diff --git a/resources/project/Root.type.Files/.gitignore.type.File.xml b/resources/project/Root.type.Files/.gitignore.type.File.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info />
diff --git a/resources/project/Root.type.Files/HelperFiles.type.File.xml b/resources/project/Root.type.Files/HelperFiles.type.File.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info />
diff --git a/resources/project/Root.type.Files/HelperFiles.type.File/1.type.DIR_SIGNIFIER.xml b/resources/project/Root.type.Files/HelperFiles.type.File/1.type.DIR_SIGNIFIER.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info />
diff --git a/resources/project/Root.type.Files/HelperFiles.type.File/DownloadData.m.type.File.xml b/resources/project/Root.type.Files/HelperFiles.type.File/DownloadData.m.type.File.xml
@@ -0,0 +1,6 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info>
+    <Category UUID="FileClassCategory">
+        <Label UUID="design" />
+    </Category>
+</Info>
diff --git a/resources/project/Root.type.Files/HelperFiles.type.File/OpenPart1.m.type.File.xml b/resources/project/Root.type.Files/HelperFiles.type.File/OpenPart1.m.type.File.xml
@@ -0,0 +1,6 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info>
+    <Category UUID="FileClassCategory">
+        <Label UUID="design" />
+    </Category>
+</Info>
diff --git a/resources/project/Root.type.Files/HelperFiles.type.File/OpenPart2.m.type.File.xml b/resources/project/Root.type.Files/HelperFiles.type.File/OpenPart2.m.type.File.xml
@@ -0,0 +1,6 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info>
+    <Category UUID="FileClassCategory">
+        <Label UUID="design" />
+    </Category>
+</Info>
diff --git a/resources/project/Root.type.Files/HelperFiles.type.File/OpenPart3.m.type.File.xml b/resources/project/Root.type.Files/HelperFiles.type.File/OpenPart3.m.type.File.xml
@@ -0,0 +1,6 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info>
+    <Category UUID="FileClassCategory">
+        <Label UUID="design" />
+    </Category>
+</Info>
diff --git a/resources/project/Root.type.Files/LICENSE.type.File.xml b/resources/project/Root.type.Files/LICENSE.type.File.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info />
diff --git a/resources/project/Root.type.Files/Part01_DataPreparation.mlx.type.File.xml b/resources/project/Root.type.Files/Part01_DataPreparation.mlx.type.File.xml
@@ -0,0 +1,6 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info>
+    <Category UUID="FileClassCategory">
+        <Label UUID="design" />
+    </Category>
+</Info>
diff --git a/resources/project/Root.type.Files/Part02_Modeling.mlx.type.File.xml b/resources/project/Root.type.Files/Part02_Modeling.mlx.type.File.xml
@@ -0,0 +1,6 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info>
+    <Category UUID="FileClassCategory">
+        <Label UUID="design" />
+    </Category>
+</Info>
diff --git a/resources/project/Root.type.Files/Part03_Deployment.mlx.type.File.xml b/resources/project/Root.type.Files/Part03_Deployment.mlx.type.File.xml
@@ -0,0 +1,6 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info>
+    <Category UUID="FileClassCategory">
+        <Label UUID="design" />
+    </Category>
+</Info>
diff --git a/resources/project/Root.type.Files/README.md.type.File.xml b/resources/project/Root.type.Files/README.md.type.File.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info />
diff --git a/resources/project/Root.type.Files/SavedData.type.File.xml b/resources/project/Root.type.Files/SavedData.type.File.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info />
diff --git a/resources/project/Root.type.Files/SavedData.type.File/1.type.DIR_SIGNIFIER.xml b/resources/project/Root.type.Files/SavedData.type.File/1.type.DIR_SIGNIFIER.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info />
diff --git a/resources/project/Root.type.Files/SavedData.type.File/LSTMActivations.mat.type.File.xml b/resources/project/Root.type.Files/SavedData.type.File/LSTMActivations.mat.type.File.xml
@@ -0,0 +1,6 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info>
+    <Category UUID="FileClassCategory">
+        <Label UUID="design" />
+    </Category>
+</Info>
diff --git a/resources/project/Root.type.Files/SavedData.type.File/TrainedModel.mat.type.File.xml b/resources/project/Root.type.Files/SavedData.type.File/TrainedModel.mat.type.File.xml
@@ -0,0 +1,6 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info>
+    <Category UUID="FileClassCategory">
+        <Label UUID="design" />
+    </Category>
+</Info>
diff --git a/resources/project/Root.type.Files/SavedData.type.File/TrainingFeatures.mat.type.File.xml b/resources/project/Root.type.Files/SavedData.type.File/TrainingFeatures.mat.type.File.xml
@@ -0,0 +1,6 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info>
+    <Category UUID="FileClassCategory">
+        <Label UUID="design" />
+    </Category>
+</Info>
diff --git a/resources/project/Root.type.Files/SavedData.type.File/ValidationFeatures.mat.type.File.xml b/resources/project/Root.type.Files/SavedData.type.File/ValidationFeatures.mat.type.File.xml
@@ -0,0 +1,6 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info>
+    <Category UUID="FileClassCategory">
+        <Label UUID="design" />
+    </Category>
+</Info>
diff --git a/resources/project/Root.type.Files/SavedData.type.File/ValidationResults.mat.type.File.xml b/resources/project/Root.type.Files/SavedData.type.File/ValidationResults.mat.type.File.xml
@@ -0,0 +1,6 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info>
+    <Category UUID="FileClassCategory">
+        <Label UUID="design" />
+    </Category>
+</Info>
diff --git a/resources/project/Root.type.ProjectPath/5b19b55d-ee2c-4663-82d8-713483d59818.type.Reference.xml b/resources/project/Root.type.ProjectPath/5b19b55d-ee2c-4663-82d8-713483d59818.type.Reference.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info Ref="HelperFiles" Type="Relative" />
diff --git a/resources/project/Root.type.ProjectPath/b6adb789-bea6-4603-b2f4-b9420482ce99.type.Reference.xml b/resources/project/Root.type.ProjectPath/b6adb789-bea6-4603-b2f4-b9420482ce99.type.Reference.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info Ref="" Type="Relative" />
diff --git a/resources/project/Root.type.ProjectPath/bc86a03a-1cb3-4a5c-9f56-89cb8be42c04.type.Reference.xml b/resources/project/Root.type.ProjectPath/bc86a03a-1cb3-4a5c-9f56-89cb8be42c04.type.Reference.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info Ref="SavedData" Type="Relative" />
diff --git a/resources/project/uuid-c9b21305-12ae-457c-a85a-b3aac687ff38.xml b/resources/project/uuid-c9b21305-12ae-457c-a85a-b3aac687ff38.xml
@@ -0,0 +1,2 @@
+<?xml version='1.0' encoding='UTF-8'?>
+<Info />

Original file line number	Diff line number	Diff line change
`@@ -0,0 +1,3 @@`
	`1`	`+% Copyright 2020 The MathWorks, Inc.`
	`2`	`+`
	`3`	`+edit Part01_DataPreparation.mlx`
Original file line number	Diff line number	Diff line change
`@@ -0,0 +1,3 @@`
	`1`	`+% Copyright 2020 The MathWorks, Inc.`
	`2`	`+`
	`3`	`+edit Part02_Modeling.mlx`
Original file line number	Diff line number	Diff line change
`@@ -0,0 +1,3 @@`
	`1`	`+% Copyright 2020 The MathWorks, Inc.`
	`2`	`+`
	`3`	`+edit Part03_Deployment.mlx`