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Top 4 data-matching open source projects

Resources for tackling record linkage / deduplication / data matching problems

✭ 67

record-linkage entity-resolution deduplication data-matching

PyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolution using Approximate Nearest Neighbors.

✭ 96

Jupyter Notebook python deep-learning record-linkage entity-resolution pytorch embeddings representation-learning deduplication entity-matching data-matching approximate-nearest-neighbors

splink

Implementation of Fellegi-Sunter's canonical model of record linkage in Apache Spark, including EM algorithm to estimate parameters

✭ 181

Roff python spark record-linkage entity-resolution fuzzy-matching deduplication em-algorithm data-matching deduplicate-data

snowman

Welcome to Snowman App – a Data Matching Benchmark Platform.

✭ 25

typescript CSS benchmark matching entity-resolution duplicate-detection kpis snowman data-matching data-stewards

1-4 of 4 data-matching projects