Show HN: Construct SQL from table records with decision tree

Category: devtools

Tags: sql-generation, decision-tree, explainable-ai, python, streamlit

Score: 6.3/10 (Innovation: 6, Technical: 7, Documentation: 7, Utility: 5)

InverSQL generates SQL queries from user-selected table records by overfitting a decision tree and converting the logic to boolean expressions, then simplifying with sympy. It offers a novel approach to SQL generation for non-technical users, combining explainable AI with practical database query construction.

Target audience: backend devs, data engineers, data analysts

Repository: https://github.com/rentruewang/inversql · Python · MIT · 12 stars

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