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The Julia Programming Language: an overview

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The Julia Programming Language: an overview
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22
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CC Attribution 3.0 Germany:
You are free to use, adapt and copy, distribute and transmit the work or content in adapted or unchanged form for any legal purpose as long as the work is attributed to the author in the manner specified by the author or licensor.
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Release Date2022
LanguageEnglish

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Abstract
The Julia programming language is gaining increasing attraction in scientific computing, data analysis, machine learning and other fields. Some of its outstanding features are: - open source license - easy-to-learn syntax - powerful abstractions and generic programming features - high performance potential due to just-in-time compiling - extensibility and reproducibility via sophisticated package management - portability among operating systems - re-use of existing codebase via interfaces to other languages The talk provides an example-based introduction into Julia and some of its basic concepts and discusses examples where recent research at WIAS was able to take advantage of Julia.