If anyone wants to get a PhD in this topic, let me know :)
Aroma: Using machine learning for code recommendation
21–30 of 62 posts
Re: Aroma: Using machine learning for code recommendation
#22If anyone wants to get a PhD in this topic, let me know :)
Your website is the first I've heard of "Information Foraging" as a field of study. Absolutely fascinating. Any recommendations on where I might dive into the topic?
Re: Aroma: Using machine learning for code recommendation
#23If anyone wants to get a PhD in this topic, let me know :)
I was seriously considering this until I remembered something.
Didn’t Tennessee pass a law saying they’d stop abortion in the event of rape, incest, even to save the mother’s life?
Hard pass.
Re: Aroma: Using machine learning for code recommendation
#24If anyone wants to get a PhD in this topic, let me know :)
Not for PhD, but for research purposes ;)
Can u point out any work on refactoring existing code for reduced code complexity?
Obtaining same (non)functional behavior using less code.
EDIT: i will read the CodeDeviant paper
Re: Aroma: Using machine learning for code recommendation
#25[deleted]
Re: Aroma: Using machine learning for code recommendation
#26The most interesting (and I think difficult) approach here is properly representing the ASTs as vectors. There is a lot more possible when you get this right.
This.
ML is so vector-y. And code is so graph-y.
Can you point out some SOTA on bridging this ?
Re: Aroma: Using machine learning for code recommendation
#27I want something like this for math. Write an equation, or a definition and see a bunch of different 'versions' of that snippet and where they are being used. This would help so much with understanding concepts and merging fields. It is way too common for different fields to independently "discover" some concept and be completely ignorant of all the work that has been done on that concept by some other field.
That's actually a fascinating idea. Do you think it would have to operate on PDFs? How would that work without the LaTex source?
Re: Aroma: Using machine learning for code recommendation
#28If people are interested in this area and not already aware, there has been an Eclipse project that operates in this general area for a while. https://www.eclipse.org/recommenders/
What would be nice is if could write recommendations automatically, then you pick and choose which one you want.
You could scaffold a project, and it runs, and then you check back to see what it recommends.
Re: Aroma: Using machine learning for code recommendation
#29Maybe ontopic: I would like a voice controlled system that works with me. For example: saying, "I need a loop over a list" and promptly I get served in my text editor the loop. Or "I need to open a file and read contents". Or "Create an object ThisAndThat, with three properties" ... etc. Of course ideally would even ask for more details like, what kind of list is that, or how shall the file be read.
How hard would be?
Re: Aroma: Using machine learning for code recommendation
#30Maybe ontopic: I would like a voice controlled system that works with me. For example: saying, "I need a loop over a list" and promptly I get served in my text editor the loop. Or "I need to open a file and read contents". Or "Create an object ThisAndThat, with three properties" ... etc. Of course ideally would even ask for more details like, what kind of list is that, or how shall the file be read. How hard would be…
Chain a text-to-speech component to tranx and you're done
Paper: https://arxiv.org/pdf/1810.02720v1.pdf
Code: https://github.com/pcyin/tranX
Live demo (try Django out): http://moto.clab.cs.cmu.edu:8081/