Code generation with Machine learning

Question

I am very interested in machine learning. I have an idea to develop a program that can generate a source code according to a given standard. for example, if I have trained the system to how to write something to console and the standard way of using variables then it should be able to generate source code for anything which I ask to print something to the console, likewise. Are there any resources source codes or existing open-source projects?

Answer 1

Code-generating models represent a probability distribution over code by stochastically modeling the generation of smaller and simpler parts of code, e.g. tokens or AST nodes.

Here is an implementation of Code Generator for Deep Learning: https://medium.com/@creaidAI/introducing-the-ai-blueprint-engine-a-code-generator-for-deep-learning-31093499b246

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