Python Record Linkage Toolkit
latest

First steps

  • About
  • Installation
  • Link two datasets
  • Data deduplication

Record linkage

  • 0. Preprocessing
  • 1. Indexing
  • 2. Comparing
  • 3. Classification
  • 4. Evaluation
  • Datasets
  • Miscellaneous

Miscellaneous

  • Annotation
  • Classification algorithms
  • Performance

Developers

  • Contributing
  • Release notes
Python Record Linkage Toolkit
  • Docs »
  • Python Record Linkage Toolkit Documentation
  • Edit on GitHub

Python Record Linkage Toolkit DocumentationΒΆ

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All you need to start linking records.

First steps

  • About
    • Introduction
    • What is record linkage?
    • How to link records?
  • Installation
    • Python version support
    • Installation
    • Dependencies
  • Link two datasets
    • Introduction
    • Make record pairs
    • Compare records
    • Full code
  • Data deduplication
    • Introduction
    • Make record pairs
    • Compare records
    • Full code

Record linkage

  • 0. Preprocessing
    • Cleaning
    • Phonetic encoding
  • 1. Indexing
    • recordlinkage.Index object
    • Algorithms
    • User-defined algorithms
    • Examples
  • 2. Comparing
    • recordlinkage.Compare object
    • Algorithms
    • User-defined algorithms
    • Examples
  • 3. Classification
    • Classifiers
    • Adapters
    • User-defined algorithms
    • Examples
    • Network
  • 4. Evaluation
  • Datasets
  • Miscellaneous

Miscellaneous

  • Annotation
    • Generate annotation file
    • Manual labeling
    • Export/read annotation file
  • Classification algorithms
    • Supervised learning
    • Unsupervised learning
  • Performance
    • Indexing
    • Comparing

Developers

  • Contributing
  • Release notes
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