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Top 9 entity-resolution Open-Source Projects
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dedupe
:id: A python library for accurate and scalable fuzzy matching, record deduplication and entity-resolution.
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splink
Fast, accurate and scalable probabilistic data linkage with support for multiple SQL backends
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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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.
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entity-embed
PyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolution using Approximate Nearest Neighbors.
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SaaSHub
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record-linkage-resources
Resources for tackling record linkage / deduplication / data matching problems
Project mention: Splink: Fast, accurate, scalable probabilistic data linkage | news.ycombinator.com | 2024-03-13
entity-resolution related posts
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Using deep learning for Fuzzy Matching
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String distance based network for fuzzy matching?
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What's the toughest DE problem you faced in your work career?
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Model detects duplicate records
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[D] Suggestions for large-scale company name standardization?
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Entity Resolution with Magniv
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How to do fuzzy matching in Redshift? A Python UDF, for example?
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A note from our sponsor - SaaSHub
www.saashub.com | 13 May 2024
Index
What are some of the best open-source entity-resolution projects? This list will help you:
Project | Stars | |
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1 | dedupe | 3,984 |
2 | splink | 1,099 |
3 | zingg | 886 |
4 | nlu | 818 |
5 | rhino | 594 |
6 | JedAIToolkit | 201 |
7 | entity-embed | 138 |
8 | record-linkage-resources | 105 |
9 | dblink | 54 |
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