[D] Machine Learning and "Record Linkage"

• reclin

  1 56 0.0 R

  Probabilistic Record Linkage in R

When researching this topic, I found algorithms like this (in R): https://github.com/djvanderlaan/reclin

• dblink

  1 54 0.0 Scala

  Distributed Bayesian Entity Resolution in Apache Spark

  

Felligi-Sunter is the baseline model in record linkage research. It is implemented in R in fastLink and RecordLinkage, but you will need training data. There are some other options, e.g. dblink, that use Bayesian methods and a latent variable set up so you don’t need training data.

• InfluxDB

  www.influxdata.com sponsored

  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.

  

Suggest a related project