cleanzr

All

21 repositories

representr
Public
Create representative records post-record linkage
record-linkage post-linkage-analysis downstream-tasks
record-linkage post-linkage-analysis downstream-tasks
R
•0•10•0•0•Updated Jan 29, 2026Jan 29, 2026
blink
Public
This is main code for Steorts (2015), which is also on CRAN. Please cite the paper/code if you find this useful.
HTML
•3•5•0•0•Updated Jan 10, 2024Jan 10, 2024
exchanger
Public
Bayesian Entity Resolution with Exchangeable Random Partition Priors
clustering record-linkage entity-resolution
clustering record-linkage entity-resolution bayesian-inference r-package mcmc
C++
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GNU General Public License v3.0
•0•8•0•0•Updated Jan 7, 2024Jan 7, 2024
clevr
Public
Clustering and Link Prediction Evaluation in R
record-linkage entity-resolution r-package
record-linkage entity-resolution r-package evaluation-metrics clustering-evaluation link-prediction
R
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GNU General Public License v2.0
•3•14•1•0•Updated Sep 23, 2023Sep 23, 2023
exchanger-experiments
Public
Scripts for reproducing the experiments in our JSSAM article on Bayesian Graphical Entity Resolution
R
•
GNU General Public License v3.0
•1•0•0•0•Updated Jan 24, 2023Jan 24, 2023
microclustr
Public
Package for Betancourt, Zanella, and Steorts
C++
•1•2•0•1•Updated Aug 22, 2022Aug 22, 2022
dblink-experiments
Public
Details for reproducing the experiments in our d-blink paper
entity-resolution reproducible-experiments
entity-resolution reproducible-experiments
R
•
MIT License
•0•0•0•0•Updated Jun 10, 2021Jun 10, 2021
dblinkR
Public
An R interface for the dblink Spark application
record-linkage entity-resolution r-package
record-linkage entity-resolution r-package
R
•1•5•2•0•Updated Jun 10, 2021Jun 10, 2021
dblink
Public
Distributed Bayesian Entity Resolution in Apache Spark
apache-spark record-linkage entity-resolution
apache-spark record-linkage entity-resolution bayesian-inference mcmc distributed-machine-learning
Scala
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Other
•10•59•4•0•Updated Jun 10, 2021Jun 10, 2021
italy
Public
A sample survey conducted by the Bank of Italy every two years containing duplicated data.
data linkage
data linkage
R
•0•0•0•0•Updated Apr 19, 2021Apr 19, 2021
restaurant
Public
Restaurant data set for entity resolution
data linkage
data linkage
R
•1•1•0•0•Updated Apr 19, 2021Apr 19, 2021
cora
Public
Cora data set for Entity Resolution
data linkage
data linkage
R
•3•3•0•0•Updated Apr 19, 2021Apr 19, 2021
klsh
Public
Blocking for record linkage
R
•0•0•0•0•Updated Apr 19, 2021Apr 19, 2021
tlsh
Public
R
•0•0•0•0•Updated Apr 19, 2021Apr 19, 2021
BDD
Public
Duplicate detection in R using a Bayesian partitioning approach
record-linkage entity-resolution bayesian-methods
record-linkage entity-resolution bayesian-methods r-package deduplication duplicate-detection
R
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GNU General Public License v3.0
•0•1•1•0•Updated Jan 24, 2021Jan 24, 2021
record-linkage-tutorial
Public
A tutorial on entity resolution (record linkage or de-duplication)
TeX
•
GNU General Public License v2.0
•16•65•0•0•Updated Jun 30, 2020Jun 30, 2020
posters
Public
Posters on Data Cleanzing
TeX
•0•0•0•0•Updated Dec 4, 2019Dec 4, 2019
fasthash
Public
Performs unique entity estimation corresponding to Chen, Shrivastava, Steorts (2018).
hashing record-linkage entity-resolution
hashing record-linkage entity-resolution blocking entity-estimation
Python
•3•15•0•1•Updated Feb 21, 2019Feb 21, 2019
RLdata
Public
entity-resolution data-set
entity-resolution data-set
R
•1•1•0•1•Updated May 31, 2018May 31, 2018
cd
Public
CD dataset for Entity Resolution
data linkage
data linkage
R
•0•0•1•0•Updated May 26, 2018May 26, 2018
smered
Public
Java
•
GNU Lesser General Public License v2.1
•0•0•0•0•Updated Apr 4, 2018Apr 4, 2018