Machine Learning with Scala Quick Start Guide
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ScalNet and DynaML

ScalNet is a wrapper around Deeplearning4J intended to emulate a Keras-like API for developing deep learning applications. If you're already familiar with neural network architectures and are coming from a JVM background, it would be worth exploring the Scala-based ScalNet library:

DynaML is a Scala and JVM ML toolbox for research, education, and industry. This library provides an interactive, end-to-end, and enterprise-friendly way of developing ML applications. If you're interested, see more at https://transcendent-ai-labs.github.io/DynaML/.