Visual Studio Magazine

Decision Tree Regression from Scratch Without Pointers or Recursion Using C#

Dr. James McCaffrey presents a complete end-to-end demonstration of decision tree regression from scratch using the C# language. The goal of decision tree regression is to predict a single numeric ...
GitHub

kriss-u/py-ast

A comprehensive TypeScript-based Python source code parser that generates Abstract Syntax Trees (AST) following the Python ASDL grammar specification. This library provides complete parsing, unparsing ...
IEEE

A Table-level Data Lineage Acquisition Method Based on Syntax Tree Parsing and SQL Similarity

Abstract: In data governance, accurate tracking of table data lineage is the key to ensuring data quality and compliance, and traditional methods mainly rely on static metadata and manual maintenance, ...
IEEE

Defending Against GCG Jailbreak Attacks with Syntax Trees and Perplexity in LLMs

Abstract: In this paper, we propose a novel classification method that utilizes syntax trees and perplexity to identify jailbreak attacks that use hostile suffixes to make large language models (LLMs) ...