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43 search results found

Dedupe ⭐ 3,879

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

Fast, accurate and scalable probabilistic data linkage with support for multiple SQL backends

Recordlinkage ⭐ 808

A powerful and modular toolkit for record linkage and duplicate detection in Python

1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

On-device Speech-to-Intent engine powered by deep learning

Dedupe Examples ⭐ 306

🆔 Examples for using the dedupe library

Vert Papers ⭐ 245

This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguation Toolkit) project, by the Knowledge Computing group at Microsoft Research Asia (MSRA).

Entity Embed ⭐ 98

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

Link Wikidata items to large catalogs

Record Linkage Resources ⭐ 82

Resources for tackling record linkage / deduplication / data matching problems

Record Linkage ToolKit (Find and link entities)

ReFinED is an efficient and accurate entity linking (EL) system.

Foundation Models For Dbt Entity Matching ⭐ 67

Playground for using large language models into the Modern Data Stack for entity matching

Deduplipy ⭐ 66

Python package for deduplication/entity resolution using active learning

Linktransformer ⭐ 54

A convenient way to link, deduplicate, aggregate and cluster data(frames) in Python using deep learning

SparkER: an Entity Resolution framework for Apache Spark

An open-source library that leverages Python’s data science ecosystem to build powerful end-to-end Entity Resolution workflows.

Curated list of awesome software and resources for Senzing, The First Real-Time AI for Entity Resolution.

Entity Resolution ⭐ 34

Tutorial code and data for the entity resolution workshops.

Learned String Alignments ⭐ 33

Learning String Alignments for Entity Aliases

Merge Machine ⭐ 32

Merge Dirty Data with Clean Reference Tables

Spark Matcher ⭐ 27

Record matching and entity resolution at scale in Spark

Auto Data Linkage ⭐ 24

Low effort linking and easy de-duplication. Databricks ARC provides a simple, automated, lakehouse integrated entity resolution solution for intra and inter data linking.

🏘️ Hubness reduced nearest neighbor search for entity alignment with knowledge graph embeddings

Graphlet ⭐ 21

PyPi module for Graphlet AI Knowledge Graph Factory

Er Evaluation ⭐ 18

An End-to-End Evaluation Framework for Entity Resolution Systems

Learned string similarity for entity names using optimal transport.

Customer Er ⭐ 15

Translating text attributes (like name, address, phone number) into quantifiable numerical representations Training ML models to determine if these numerical labels form a match Scoring the confidence of each match

Nominally ⭐ 14

A maximum-strength name parser for record linkage.

Cymbology ⭐ 13

Identifies and validates financial security ids such as Sedol, Cusip, Isin numbers.

Backend (Docker & API) for matchID project

A Python package for efficient evaluation based on OASIS (Optimal Asymptotic Sequential Importance Sampling).

Patentsview Evaluation ⭐ 10

Evaluation and benchmarking of PatentsView disambiguation algorithms

Entity Resolution ⭐ 9

Entity resolution on online social networks

Onefl Deduper ⭐ 8

Tools for EHR patient de-duplication (aka entity resolution)

Performs unique entity estimation corresponding to Chen, Shrivastava, Steorts (2018).

Moviegraphbenchmark ⭐ 7

📽 Benchmark datasets for Entity Resolution on Knowledge Graphs

The SQL/Ibis powered sklearn of record linkage

FairER: Entity Resolution with Fairness Constraints

Scholarsnet ⭐ 6

A minimalist Computer Science paper portal

Implementation of the paper "Deep Indexed Active Learning for Matching Heterogeneous Entity Representations"

Fuzzymatching made easy

Entity Resolution and Record Linkage library

data and code for the paper: Bridging the Gap between Reality and Ideality of Entity Matching: A Revisiting and Benchmark Re-Construction

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