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J535D165 / data-matching-software

A list of free data matching and record linkage software.
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blink #8

Open resteorts opened 6 years ago

resteorts commented 6 years ago

blink is open source on github/CRAN and does unsupervised learning. It does linkage and de-duplication. Let me know if you have trouble finding it or want more information. The paper reference is Steorts (2015). There is no GUI at this time and no active learning. (Comparisons were done in Steorts (2015) though to supervised methods and blink outperformed them as a remark). Another nice feature to have on this page would be error propagation. Supervised methods will only have a bound. Unsupervised methods will propagate the linkage error into the post-linkage analysis.

J535D165 commented 6 years ago

Thanks for your suggestion. The paper looks interesting! Can you do a PR?

I will open a new issue for your second remark. I think there are more interesting features to document, including error propagation. We should decide how to document them.

resteorts commented 6 years ago

Sure! What is pr? Happy to help!

Sent from my iPad

On May 27, 2018, at 2:28 AM, Jonathan de Bruin notifications@github.com<mailto:notifications@github.com> wrote:

Thanks for your suggestion. The paper looks interesting! Can you do a PR?

I will open a new issue for your second remark. I think there are more interesting features to document, including error propagation. We should decide how to document them.

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