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An implementation of stochastic gradient descent in java

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SGDLIB

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An implementation of stochastic gradient descent in java. Also includes implementation of a linear svm with L2-regularized loss. (and also scala test specs to see how this is used). This implementation tries to have as little runtime dependencies as possible.

Building

Building requires sbt (http://www.scala-sbt.org/) and java version >= 1.6. To create the jar simply type

sbt package

That should create a jar that can be included in your own projects.

License

This project is under GPL v3 (https://www.gnu.org/copyleft/gpl.html)

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An implementation of stochastic gradient descent in java

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