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Rice University AI Bayou uses deep learning to write code



This article describes newly published information about a coding artificial intelligence from Rice University in Houston, Texas .

Machine learning and deep learning help artificial intelligence to learn and grow.

But an emerging concept within the AI ​​community is "AI as IT". Indeed, Co-CTO of describes IBM Security Koos Lodewijkx "Intro to Machine Learning" as one of the most popular new college courses.

So it's no surprise that we now have an AI that can code.

What is Rice University Bayou AI and how does it fit into AI as IT?

  Rice University Computer Scientist Vijay Murali, Chris Jermaine, Swarat Chaudhuri and Letaq Qi for Rice University AI Bayou Writing Code Through Deep Learning
Rice University computer scientists Vijay Murali, Chris Jermaine, Swarat Chaudhuri and Letaq Qi (from left)

How did Bayou learn how to program?

The application Bayou uses deep learning to write code specifically for programmers. The US Department of Defense supported the project, which was developed at Rice University.

As part of the Defense Advanced Research Projects Agency initiative, Bayou also helps people traverse the digital realm of sometimes undocumented APIs. You can even try it yourself at askbayou.com

Co-Creator Swarat Chaudhuri told Science Daily that earlier Bayou attempts failed ambiguity. Systems like Bayou need "a lot of detail about what the target program does, and writing down these details can be as much work as writing the code."

In fact, Bayou trained himself by studying information based on [19659008] GitHub . By training himself with millions of programmers designing a human programmer, Bayou can create his own.

The scope of Bayou is a significant step in the AI ​​for the IT movement. Chaudhuri added that Bayou could "read the mind of a developer" with just a few keywords or a short description.

So how did Rice University researchers enable this AI to learn?

  image from computer code for article Rice University AI Bayou Writes Code Through Deep Learning
Pexels | Pixabay.com

Why APIs and what can Bayou do?

Bayou architect and researcher Vijay Murali says that all this is related to APIs. "There are hundreds of APIs that developers find very difficult to navigate," Murali said. Bayou gives developers the ability to save valuable time navigating databases.

"This immediate feedback could solve the problem immediately, and if not, Bayou's example code should lead to a more in-depth question for their human counterparts." said Murali.

While Bayou currently works as a parsing tool for APIs, the Rice University team wants to continue it. Fellow co-creator Chris Jermaine said that Bayou will continue to learn, so ask questions.

  Image of How a Neural Network Forms Relationships About Udacity for Article Rice University AI Bayou Writes Code Through Deep Learning
How a Neural Network Forms Relationships About Udacity

Bayou uses neuronal sketching to construct the neural network of Artificial Intelligence train to recognize high-level patterns among many Java programs. The associative learning process links unique sketches for each program with the user intent behind the program.

With his knowledge and sketches, Bayou appreciates what a user needs because of the input question. Jermaine explained this process:

"Based on this assumption, a separate part of Bayou, a module that understands the low-level details of Java and can perform automatic logical closure, will generate four or five different code sections. It's presented to users as hits on a web search. "This is most likely the correct answer, but here are three more that may be what you're looking for."

<img class = "wp-image-13015 size -full "src =" https://3bonlp1aiidtbao4s10xacvn-wpengine.netdna-ssl.com/wp-content/uploads/2018/04/https_2F2Fblogs-images.forbes.com2Fjanakirammsv2Ffiles2F20182F022FAIStack-1200×551.jpg "alt =" Image of the AI ​​infrastructure as cloud computing service for Article Rice University AI Bayou writes code through deep learning [19659047] AI infrastructure as a cloud computing service | Forbes

Applications as AI for IT

Currently tools like Bayou work alongside programmers and developers. This is in stark contrast to the fear that all AI will replace people in various job roles.

But it shows a growing trend in the use of AI for IT-related tasks. This has applications especially in the cloud computing area, where AI already works as Services .

However, Rice University's work on Bayou is more than just an API parser.

Bayou is an important milestone for AI and developer developers in general. It could also be a first step towards economic hyper-growth colleague Edgy Labs writer Zayan recently wrote.

Only time will tell, but now computer science students can be pleased.

For more technical information on Bayou, see the Ricer University on Learning Neural Sketches.

What would you do with a deep learning AI who wrote code?

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