InferMap

InferMap is an inference-driven schema mapping engine for developers and data engineers. It automates the process of mapping messy or inconsistent source data columns—such as CSV files, DataFrames, or database tables—to a standardized target schema, providing high accuracy, explainability, and zero configuration. Available as a Python or TypeScript/JavaScript package, it utilizes a suite of scoring algorithms and supports custom scorers, confidence calibration, and domain dictionaries for specialized fields.