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Smith J. - Machine Learning Systems - 2018

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File Name
Size
Code/chapter-10/project/plugins.sbt
22 B
Code/chapter-10/src/main/scala/com/reactivemachinelearning/IntelligentAgent.scala
160 B
Code/chapter-10/src/main/scala/com/reactivemachinelearning/LearningAgent.scala
1.1 kB
Code/chapter-10/src/main/scala/com/reactivemachinelearning/ReflexAgent.scala
131 B
Code/chapter-10/src/main/scala/com/reactivemachinelearning/Uncertainty.scala
383 B
Code/chapter-10/build.sbt
43 B
Code/chapter-2/project/plugins.sbt
22 B
Code/chapter-2/src/main/scala/com/reactivemachinelearning/AkkaIntroduction.scala
1.5 kB
Code/chapter-2/src/main/scala/com/reactivemachinelearning/ScalaIntroduction.scala
1.6 kB
Code/chapter-2/src/main/scala/com/reactivemachinelearning/SparkIntroduction.scala
1.9 kB
Code/chapter-2/build.sbt
262 B
Code/chapter-3/project/plugins.sbt
22 B
Code/chapter-3/src/main/resources/application.conf
305 B
Code/chapter-3/src/main/scala/com/reactivemachinelearning/DataCollector.scala
4.3 kB
Code/chapter-3/build.sbt
405 B
Code/chapter-4/project/plugins.sbt
22 B
Code/chapter-4/src/main/scala/com/reactivemachinelearning/DatabaseInteraction.scala
1017 B
Code/chapter-4/src/main/scala/com/reactivemachinelearning/FeatureCollections.scala
2.8 kB
Code/chapter-4/src/main/scala/com/reactivemachinelearning/FeatureGeneration.scala
7.3 kB
Code/chapter-4/build.sbt
306 B
Code/chapter-5/project/plugins.sbt
22 B
Code/chapter-5/src/main/resources/match_data.libsvm
41 B
Code/chapter-5/src/main/scala/com/reactivemachinelearning/stubs/Model.scala
204 B
Code/chapter-5/src/main/scala/com/reactivemachinelearning/NaiveBayes.scala
1.3 kB
Code/chapter-5/src/main/scala/com/reactivemachinelearning/NeuralFacade.scala
2.1 kB
Code/chapter-5/src/main/scala/com/reactivemachinelearning/SparkPipeline.scala
2.1 kB
Code/chapter-5/src/test/scala/com/reactivemachinelearning/NaiveBayesModelTest.scala
1.0 kB
Code/chapter-5/build.sbt
325 B
Code/chapter-6/project/plugins.sbt
22 B
Code/chapter-6/src/main/resources/sample_libsvm_data.txt
102 kB
Code/chapter-6/src/main/scala/com/reactivemachinelearning/DataUtils.scala
821 B
Code/chapter-6/src/main/scala/com/reactivemachinelearning/Evaluation.scala
2.4 kB
Code/chapter-6/build.sbt
269 B
Code/chapter-7/project/plugins.sbt
82 B
Code/chapter-7/src/main/scala/com/reactivemachinelearning/ModelPersistence.scala
1.9 kB
Code/chapter-7/src/main/scala/com/reactivemachinelearning/ModelService.scala
1.7 kB
Code/chapter-7/build.sbt
1.2 kB
Code/chapter-8/project/plugins.sbt
142 B
Code/chapter-8/src/main/scala/com/reactivemachinelearning/Client.scala
659 B
Code/chapter-8/src/main/scala/com/reactivemachinelearning/Models.scala
713 B
Code/chapter-8/src/main/scala/com/reactivemachinelearning/ModelServer.scala
919 B
Code/chapter-8/src/main/scala/com/reactivemachinelearning/ModelSupervisor.scala
1.0 kB
Code/chapter-8/src/main/scala/com/reactivemachinelearning/Tasking.scala
489 B
Code/chapter-8/build.sbt
461 B
Code/chapter-9/project/plugins.sbt
22 B
Code/chapter-9/src/main/scripts/build.sh
214 B
Code/chapter-9/build.sbt
42 B
Code/.gitignore
245 B
Code/LICENSE
1.1 kB
Code/README.md
121 B
Smith J. - Machine Learning Systems - 2018.epub
3.2 MB
Smith J. - Machine Learning Systems - 2018.mobi
4.3 MB
Smith J. - Machine Learning Systems - 2018.pdf
5.0 MB