UsefulLinks.md

Useful Links

A curated set of links to useful additional on-line resources

• Official Scala website

  • Documentation
    • Getting started
      • IntelliJ
      • Scaladoc
  • API Docs (2.12.10)

• Scala Exercises

  • Scala tutorial
  • Standard library

• sbt - build tool

  • giter8 templates

• Breeze - numerical computing library

  • Wiki
    • Quickstart
    • Linear algebra cheat sheet
  • API Docs

• Spire - numeric types library

• Smile - basic stats and ML

• Rainier - Bayesian modelling and probabilistic programming

• EvilPlot - plotting library

• Mdoc - typechecked Markdown for Scala

• ScalaTest - popular unit testing library

• ScalaCheck - property-based testing

• Apache Spark - big data framework

  • Downloads
  • Documentation
    • Quick start
    • RDD Programming guide
    • SQL, DataFrames and Datasets
    • MLlib
      • ML Pipelines
      • Classification and regression
  • API Docs

• Cats

  • Type classes
  • Data types
  • API Docs

• Simulacrum - type class support

• Darren's Scala links - a much less selective and less well curated set of Scala links

eof