How to use this tool?

This free online converter lets you convert code from Scala to Julia in a click of a button. To use this converter, take the following steps -

  1. Type or paste your Scala code in the input box.
  2. Click the convert button.
  3. The resulting Julia code from the conversion will be displayed in the output box.

Key differences between Scala and Julia

CharacteristicScalaJulia
SyntaxScala has a syntax that is similar to Java, but with more advanced features such as functional programming constructs.Julia has a syntax that is similar to MATLAB and Python, but with more advanced features such as multiple dispatch and metaprogramming.
ParadigmScala supports both object-oriented and functional programming paradigms.Julia supports multiple programming paradigms, including functional, procedural, and object-oriented programming.
TypingScala is a statically typed language.Julia is a dynamically typed language.
PerformanceScala is known for its high performance and scalability, especially when used with the Akka framework.Julia is designed for high performance, with a just-in-time (JIT) compiler that can generate highly optimized machine code.
Libraries and frameworksScala has a large number of libraries and frameworks available, including Akka, Play, and Spark.Julia has a growing number of libraries and frameworks available, including JuMP for optimization and Flux for machine learning.
Community and supportScala has a large and active community, with many resources available for learning and support.Julia has a growing community, with many resources available for learning and support.
Learning curveScala has a steep learning curve, especially for developers who are not familiar with functional programming concepts.Julia has a relatively gentle learning curve, especially for developers who are already familiar with MATLAB or Python.