mandolin (homepage)

Large-scale Machine Learning using Apache Spark

Mandolin is ML library providing a flexible and general method of specifying and training deep neural network models with a variety of loss functions. Fast stochastic optimization is achieved using asynchronous learning on each worker node, with model averaging across worker nodes achieved with Apache Spark. A wide variety of stochastic solvers, regularizers and distributed optimization settings can be easily configured through a rich configuration system.


  • 1|machine learning

How to

This package doesn't have any releases published in the Spark Packages repo, or with maven coordinates supplied. You may have to build this package from source, or it may simply be a script. To use this Spark Package, please follow the instructions in the README.


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