Re:PyTorch: Where we are headed and why it looks a lot like ...
by adgjlsfhk1 on Friday November 26, 2021 @06:38PM
(#29355452)
no data types, no operator overloading, no extendability of new functions to existing objects, no C/Fortran interop, mediocre performance. Need I go on?
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Re:PyTorch: Where we are headed and why it looks a lot like ...
by fantod on Friday November 26, 2021 @06:48PM
(#29355540)
Also no (official) REPL.
Re:PyTorch: Where we are headed and why it looks a lot like ...
by WoodenChair on Friday November 26, 2021 @06:52PM
(#29355569)
Actually Java has had a repl called Jshell since JDK 9.
Re:PyTorch: Where we are headed and why it looks a lot like ...
by AstroDogCatcher on Friday November 26, 2021 @08:29PM
(#29356255)
The Julia crowd really need to hang less value on the REPL - people writing serious production code don't use one, and scientists using Python have moved on to notebooks. At this point, having Julia be so focused on the REPL is a weird affectation.
Re:PyTorch: Where we are headed and why it looks a lot like ...
by patagurbon on Friday November 26, 2021 @09:20PM
(#29356648)
Julia has great notebook support, the Ju in Jupyter stands for Julia after all. There's also the fantastic Pluto.jl for reactive notebooks.
And the VSCode extension isn't quite IDE level, but that's just a matter of resources.
Re:PyTorch: Where we are headed and why it looks a lot like ...
by dash2 on Saturday November 27, 2021 @03:55AM
(#29358733)
I'm a scientist, I use REPL a ton. Notebooks are fine too, but there's a thing called exploration and nothing beats REPL speed for that.
In future it would be great to mashup something like repl.it with Jupyter notebooks, maybe with Medium-style wysiwyg. That might really win.
Re:PyTorch: Where we are headed and why it looks a lot like ...
by jakobnissen on Saturday November 27, 2021 @02:32AM
(#29358328)
I used notebooks when I did my PhD using Python, but have moved to the REPL using Julia on my PostDoc. The Julia REPL experience is so much nicer than Python's, it removes the need for notebooks completely for me.
Re:PyTorch: Where we are headed and why it looks a lot like ...
by adgjlsfhk1 on Friday November 26, 2021 @10:45PM
(#29357186)
IMO, the REPL is really nice for exploration. I would never write code in it, but it serves as a really good doc search tool and quick way to check things. It helps that the Julia REPL is more inspired by the Lispy ones than python/R.