SKIL Documentation

Skymind Intelligence Layer

The community edition of the Skymind Intelligence Layer (SKIL) is free. It takes data science projects from prototype to production quickly and easily. SKIL bridges the gap between the Python ecosystem and the JVM with a cross-team platform for Data Scientists, Data Engineers, and DevOps/IT. It is an automation tool for machine-learning workflows that enables easy training on Spark-GPU clusters, experiment tracking, one-click deployment of trained models, model performance monitoring and more.

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Java 1.8

SKIL requires Java 1.8 to run, and has been tested to work with OpenJDK v1.8.1u151 as well as Oracle JDK v1.8.0.151.

When installing using the repositories, SKIL will automatically attempt to install Java, if Java is not present on the system.

Python features use a bundled distribution of Anaconda (miniconda) to provide a stable base for deep learning libraries.

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