├── .gitignore ├── LICENSE ├── README.md ├── chapter-1 └── DigitsRecognizer │ ├── CSharp │ ├── App.config │ ├── BasicClassifier.cs │ ├── CSharp.csproj │ ├── DataAccess.cs │ ├── Evaluator.cs │ ├── FunctionalExample.cs │ ├── IClassifier.cs │ ├── IDistance.cs │ ├── ManhattanDistance.cs │ ├── Observation.cs │ ├── Program.cs │ └── Properties │ │ └── AssemblyInfo.cs │ ├── Data │ ├── trainingsample.csv │ └── validationsample.csv │ ├── DigitsRecognizer.sln │ ├── FSharp │ ├── FSharp.fsproj │ ├── Script.fsx │ └── paket.references │ └── Visualization │ ├── Script.fsx │ ├── Visualization.fsproj │ └── paket.references ├── chapter-2 └── SpamOrHam │ ├── Data │ └── SMSSpamCollection │ ├── SpamOrHam.sln │ └── SpamOrHam │ ├── NaiveBayes.fs │ ├── NaiveBayes.fsx │ ├── Script.fsx │ ├── Set-Seq-Array.fsx │ ├── SpamOrHam.fsproj │ └── paket.references ├── chapter-3 └── DataExploration │ ├── DataExploration.sln │ └── DataExploration │ ├── DataExploration.fsproj │ ├── StackOverflow.fsx │ ├── World.fsx │ ├── WorldMap.fsx │ ├── app.config │ └── paket.references ├── chapter-4 └── Regression │ ├── MathNet.Numerics.MKL.dll │ ├── Regression.fsproj │ ├── Regression.sln │ ├── Script.fsx │ ├── algebra.fsx │ ├── app.config │ ├── day.csv │ ├── libiomp5md.dll │ └── paket.references ├── chapter-5 ├── Charts │ ├── Thumbs.db │ ├── clusters-after-normalization.png │ ├── component-1-2.png │ ├── component-3-4.png │ ├── final-clusters.png │ ├── projections-1-2.png │ └── projections-3-4.png └── Unsupervised │ ├── Unsupervised.sln │ └── Unsupervised │ ├── KMeans.fs │ ├── Miscellaneous.fsx │ ├── PCA-demo.fsx │ ├── PCA.fs │ ├── PCA.fsx │ ├── Recommendations.fsx │ ├── Script.fsx │ ├── Unsupervised.fsproj │ ├── app.config │ ├── paket.references │ └── userprofiles-toptags.txt ├── chapter-6 └── Titanic │ ├── Feature-Learning.fsx │ ├── Stumps.fsx │ ├── Titanic-Tree.fsx │ ├── Titanic.fsproj │ ├── Titanic.sln │ ├── Tree.fs │ ├── paket.references │ └── titanic.csv ├── chapter-7 └── Game │ ├── Game.sln │ ├── Game │ ├── 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