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Top 10 entity-resolution open source projects

Dedupe

🆔 A python library for accurate and scalable fuzzy matching, record deduplication and entity-resolution.

✭ 3,241

python clustering dedupe record-linkage entity-resolution datamade dedupe-library de-duplicating

record-linkage-resources

Resources for tackling record linkage / deduplication / data matching problems

✭ 67

record-linkage entity-resolution deduplication data-matching

entity-embed

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

stance

Learned string similarity for entity names using optimal transport.

✭ 27

python shell record-linkage entity-resolution aliases string-distance string-matching optimal-transport string-similarity stance

conciliator

OpenRefine reconciliation services for VIAF, ORCID, and Open Library + framework for creating more.

✭ 95

java shell openrefine solr entity-resolution viaf reconciliation-service orcid openlibrary

whatis

WhatIs.this: simple entity resolution through Wikipedia

✭ 18

ruby wikipedia entity-resolution

Merge-Machine

Merge Dirty Data with Clean Reference Tables

✭ 35

python elasticsearch record-linkage entity-resolution entrepreneur-interet-general

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

zingg

Scalable identity resolution, entity resolution, data mastering and deduplication using ML

1-10 of 10 entity-resolution projects