tadejmagajna / doddle-model

:cake: doddle-model: immutable machine learning in Scala

doddle-model

Latest Release
Build Status
Coverage
Code Quality
Chat
License

doddle-model is an in-memory machine learning library that can be summed up with three main characteristics:

• it is built on top of Breeze
• it provides immutable objects that are a doddle to use in parallel code
• it exposes its functionality through a scikit-learn-like API [2]

Installation

Publish the project to a local Ivy repository:

git clone https://github.com/picnicml/doddle-model.git
cd doddle-model
sbt publish-local

Add dependency to your SBT project definition:

libraryDependencies += "com.picnicml" %% "doddle-model" % "0.0.0"

Getting Started

For a complete list of examples see doddle-model-examples.

Resources

• [1] Pattern Recognition and Machine Learning, Christopher Bishop
• [2] API design for machine learning software: experiences from the scikit-learn project, L. Buitinck et al.
• [3] UCI Machine Learning Repository. Irvine, CA: University of California, School of Information and Computer Science, Dua, D. and Karra Taniskidou, E.