entity-resolution 开源项目推荐（809 个）

dedupeio /dedupe

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

moj-analytical-services /splink

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

zinggAI /zingg

Scalable master data management, identity resolution, entity resolution, and deduplication using ML

J535D165 /recordlinkage

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

JohnSnowLabs /nlu

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.

Picovoice /rhino

由深度学习驱动的设备内语音到意图引擎

dedupeio /csvdedupe

🆔 Command line tool for deduplicating CSV files

dedupeio /dedupe-examples

🆔 Examples for using the dedupe library

J535D165 /data-matching-software

A list of free data matching and record linkage software.

izuna385 /Entity-Linking-Recent-Trends

Recent trends of Entity Linking, Disambiguation, and Representation.

microsoft /vert-papers

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).

amazon-science /ReFinED

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

DerwenAI /strwythura

Strwythura: construct an entity-resolved knowledge graph from structured data sources and unstructured content sources, implementing an ontology pipeline, plus context engineering for optimizing AI application outcomes within a specific domain. This produces a Streamlit app, with MLOps instrumentation.

scify /JedAIToolkit

一个开源、高可扩展性的 Java 实体解析工具包。

maxharlow /csvmatch

🔎 Finds fuzzy matches between CSV files

zentity-io /zentity

Entity resolution for Elasticsearch.

vintasoftware /entity-embed

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

dell-research-harvard /linktransformer

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

OlivierBinette /Awesome-Entity-Resolution

List of entity resolution software and resources.

benseverndev-oss /goldenmatch

Zero-config entity resolution feeding a durable identity layer: messy records from any source become stable golden entities, a Customer 360 with provenance, merge/split and audit. Fellegi-Sunter beats hand-tuned Splink. Arrow-native/Rust, 250M rows in 11.2 min. Python + edge TypeScript (WASM), SQL-native in Postgres & DuckDB, 97 MCP tools + REST.