Blog

Learn About Our Meetup

5000+ Members

MEETUPS

LEARN, CONNECT, SHARE

Join our meetup, learn, connect, share, and get to know your Toronto AI community. 

JOB POSTINGS

INDEED POSTINGS

Browse through the latest deep learning, ai, machine learning postings from Indeed for the GTA.

CONTACT

CONNECT WITH US

Are you looking to sponsor space, be a speaker, or volunteer, feel free to give us a shout.

[D] How to implement programming code autocompletion, syntax correction and variable name suggestion

I’ve read about microsofts IntelliCode that aims to guide developers with better code completion and I want to start something similar for the Rust programming language as project both to learn ml and to use it at the end. I know that means a lot of work and the result will probably be in a whole different league than what microsoft has build.

From what I’ve read syntax checks can be implemented with autoencoders and LSTM networks, but I don’t know how to suggestion for code corrections.

LSTM networks are used for autocompletion and text generation, but I would need to implement a context aware network that gets code from before and behind the cursor. I guess I would need to tokenize the different syntax elements like natural language in NLTK is processed?

Right now this is mostly guess work for me. I would highly appreciate tipps on the network type and design and information about related work.

submitted by /u/grayfallstown
[link] [comments]

Next Meetup

 

Days
:
Hours
:
Minutes
:
Seconds

 

Plug yourself into AI and don't miss a beat

 


Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.