If you’ve ever wondered about the inner workings of language models like ChatGPT, you’ll be pleased to know that this article is designed to quench your curiosity. Today, we delve into the fascinating ...

Analyze the (nested) scopes in a Python file. Analyze certain variable assignments in a Python file. Crawl the dependency graph of a Python file. Build call trees showing which functions call a target ...

find-abstract-syntax-tree is a Python 3 implemention of the fAST algorithm. This algorithm aims at inferring a regular expression from a finite set of positive examples.

Microsoft has open sourced "ONNX Script," a library for authoring machine learning models in Python. While Python has long been recognized as a go-to programming language for data science and is often ...

Abstract: Programming language pre-training models have made significant progress in code representation learning in recent years. Although various methods, such as data flow and Abstract Syntax Tree ...

Abstract: Abstract Syntax Tree (AST) and Control Flow Graph (CFG) are program code representations widely used for static analysis. One of the uses of static analysis is for automated grading ...