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Julia Workshop in OSS
- Set up.
- Types and Variables and I/O.
- Strings and Char.
- Bool (1==2 && print("this").
- Subtypes supertype and Abstract Data Types and `nothing`.
- If-else.
- Tuples and Lists (1-Index | insert civil-war meme on 0-indexing vs 1-indexing).
- Looping and array slicing.
- Functions, Lambda function.
- Dicts.
- Struct.
- Multiple Dispatch.
- Modules.
- Performance Tips.
Additional Study material
- Calling python
- Metaprogramming
Links
- https://docs.julialang.org/en/v1/
- https://en.wikibooks.org/wiki/Introducing_Julia
- https://learnxinyminutes.com/docs/julia/
- Arrays vs Vectors
- MultidimsVectors vs Nested Arrays
- Args and Kwargs and Broadcasting and splashing args
- Gradient, Jacobian, Hessian
- Model, Chain, Layers
- Optimisers | Data | Training
- One Hot encoding
- GPU
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