benzsevern

goldenmatch

Entity resolution toolkit -- deduplicate, match, privacy-preserving linkage. import goldenmatch as gm -- 95 exports, zero-config to advanced. 97% F1, 92% PPRL, LLM clustering, Ray backend.

Python • 18 stars

goldencheck

Data validation that discovers rules from your data. MCP server, LLM rules, Jupyter, Colab, TUI. DQBench Score: 87.71 — beats GX, Pandera, and Soda.

Python

dqbench

The standard benchmark for data quality tools. Three tiers, ground truth, head-to-head scoring. pip install dqbench

Python

goldenflow

Data transformation toolkit — 76 transforms across 11 categories, 5 domain packs. 10 MCP tools on Smithery. DQBench Transform: 100/100.

Python • 1 star

goldenpipe

Golden Suite orchestrator — chains validation, transformation, and entity resolution. 4 MCP tools on Smithery.

Python

infermap

Inference-driven schema mapping engine. Map messy source columns to a known target schema — accurately, explainably, and with zero config.

Python