Julia for Biologists - A Perspective on Speed, Abstraction, and Metaprogramming
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Overview
Syllabus
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: Further resources and contact details.
: Contents.
: Introduction: Tools of a biologist.
: Julia enables new biology.
: Speed Ex. 1 - Single cell data and network inference.
: Speed Ex. 2 - Pharmacology and dynamical systems.
: What is abstraction in context of programming language?.
: What is abstraction in Julia?.
: Why should biologists care about abstraction?.
: Abstraction Ex. 1 - Structural Bioinformatics and code reuse.
: Abstraction Ex. 2 - Image processing.
: Metaprogramming.
: Metaprogramming Ex.1 - Biochemical reaction networks.
: Metaprogramming Ex.2 - Whole cell modeling.
: Summary.
: The package ecosystem in Julia for biologists.
: More reasons why to use Julia.
: Acknowledgements.
: Tips from the community.
Taught by
The Julia Programming Language