#Apress Source Code
This repository accompanies [*Machine Learning Projects for .NET Developers*](http://www.apress.com/9781430267676) by Mathias Brandewinder (Apress, 2015).
![Cover image](9781430267676.jpg)
Download the files as a zip using the green button, or clone the repository to your machine using Git.
##Releases
Release v1.0 corresponds to the code in the published book, without corrections or updates.
##Contributions
See the file Contributing.md for more information on how you can contribute to this repository.
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machine-learning-projects-for-dot-net-developers-master.zip (99个子文件)
machine-learning-projects-for-dot-net-developers-master
contributing.md 677B
LICENSE.txt 1KB
9781430267676.jpg 11KB
machine-learning-projects-for-dot-net-developers-master
chapter-3
DataExploration
DataExploration.sln 992B
DataExploration
WorldMap.fsx 2KB
packages.config 576B
app.config 416B
DataExploration.fsproj 5KB
StackOverflow.fsx 4KB
World.fsx 2KB
chapter-8
Digits-Revisited
Digits-Revisited.sln 995B
Data
validationsample.csv 897KB
trainingsample.csv 8.72MB
Digits-Revisited
Logistic.fsx 3KB
packages.config 720B
Digits-Revisited.fsproj 5KB
SVM.fsx 1KB
Tuning.fsx 3KB
NeuralNetwork.fsx 2KB
chapter-4
Regression
packages.config 622B
Script.fsx 4KB
app.config 652B
algebra.fsx 6KB
Regression.sln 966B
day.csv 56KB
MathNet.Numerics.MKL.dll 41MB
Regression.fsproj 4KB
libiomp5md.dll 1.08MB
chapter-7
Game
Game
Game.fsproj 4KB
Brains.fs 2KB
Game.fs 2KB
Rendering.fs 1KB
App.config 182B
Program.fs 2KB
Headless.fsx 2KB
Game.sln 1KB
ModifiedGame
Brains.fs 3KB
ModifiedGame.fsproj 3KB
Game.fs 2KB
Rendering.fs 1KB
App.config 684B
Program.fs 2KB
Headless.fsx 2KB
LICENSE 1KB
chapter-1
DigitsRecognizer
Visualization
Visualization.fsproj 3KB
Script.fsx 2KB
DigitsRecognizer.sln 2KB
CSharp
Program.cs 861B
IClassifier.cs 199B
FunctionalExample.cs 1KB
ManhattanDistance.cs 694B
BasicClassifier.cs 1KB
Properties
AssemblyInfo.cs 1KB
CSharp.csproj 3KB
App.config 182B
Observation.cs 423B
IDistance.cs 120B
DataAccess.cs 869B
Evaluator.cs 703B
Data
validationsample.csv 897KB
trainingsample.csv 8.72MB
FSharp
Script.fsx 2KB
FSharp.fsproj 3KB
chapter-5
Charts
projections-3-4.png 25KB
component-3-4.png 38KB
Thumbs.db 45KB
clusters-after-normalization.png 18KB
projections-1-2.png 24KB
final-clusters.png 17KB
component-1-2.png 36KB
Unsupervised
Unsupervised.sln 983B
Unsupervised
KMeans.fs 2KB
packages.config 372B
PCA.fs 2KB
Unsupervised.fsproj 4KB
Script.fsx 6KB
app.config 416B
userprofiles-toptags.txt 109KB
Miscellaneous.fsx 4KB
PCA-demo.fsx 3KB
Recommendations.fsx 4KB
PCA.fsx 4KB
.gitignore 3KB
chapter-2
SpamOrHam
SpamOrHam.sln 974B
SpamOrHam
SpamOrHam.fsproj 3KB
Set-Seq-Array.fsx 1KB
Script.fsx 1KB
NaiveBayes.fs 2KB
NaiveBayes.fsx 6KB
Data
SMSSpamCollection 467KB
chapter-6
Titanic
Titanic.fsproj 3KB
Feature-Learning.fsx 3KB
Tree.fs 7KB
packages.config 135B
Stumps.fsx 5KB
Titanic-Tree.fsx 4KB
titanic.csv 59KB
Titanic.sln 960B
README.md 534B
共 99 条
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- qiangchong20092017-09-27非常好,难得的.Net下关于机器学习的资料
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