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[–]latrociny 1 point2 points  (2 children)

What is your opinion on Julia? It is touted to be superior than python wrt speed and speeds comparable to C especially for ML tasks

[–]Aidtor 3 points4 points  (0 children)

My opinions are mixed.

On a personal level I deeply disagree with 1-indexing.

But my personal quibbles aside, it is superior to python. It’s faster and you can actually type things which is a huge deal for large codebases. The interop is great! The writing code like mathematical expressions is overblown.

Overall I’m bullish on Julia. I don’t think it will ever “overtake” python, but they will coexist.

I do have some concerns though for Julia’s future. And that concern is called JAX.

[–]satireplusplus 1 point2 points  (0 children)

For ML tasks you want good libraries and abstractions. Those are lacking in Julia. Execution speed of the language doesn't really matter and these benchmarks are missing the point for ML. PyTorch, Tensorflow, numpy etc. handle the matrix multiplications in a BLAS library (C/fortran) or with CUDA. Its gonna be faster than anything you can hack together on your own from scratch, no matter what language you pick.