py_entitymatching
0.3

How To Guide

  • How to Guide To Do Entity Matching

User Manual

  • What is New?
  • Installation
  • Overview of Supported EM Processes
  • Guides
  • Data Structures
  • Steps of Supported EM Workflows
  • Miscellaneous

API Reference

  • Overview of Command Organization
  • Commands in py_entitymatching
    • Reading and Writing Data
    • Loading and Saving Objects
    • Handling Metadata
    • Downsampling
    • Data Exploration
    • Blocking
    • Debugging Blocker Output
    • Combining Blocker Outputs
    • Sampling
    • Labeling
    • Handling Features
    • Matching
    • Debugging Matcher
    • Triggers
    • Evaluating the Matching Output
  • Experimental Commands
    • Commands Implemented Using Dask
    • Tuners for the Dask-based Commands
    • Matcher Combiner

How to Contribute

  • Contributing to py_entitymatching
py_entitymatching
  • »
  • Commands in py_entitymatching
  • View page source

Commands in py_entitymatching¶

  • Reading and Writing Data
  • Loading and Saving Objects
  • Handling Metadata
  • Downsampling
  • Data Exploration
  • Blocking
  • Debugging Blocker Output
  • Combining Blocker Outputs
  • Sampling
  • Labeling
  • Handling Features
    • Creating the Features Automatically
    • Creating the Features Manually
    • Adding Features to Feature Table
    • Extracting Feature Vectors
    • Imputing Missing Values
    • Supported Similarity Functions
    • Supported Tokenizers
  • Matching
    • Splitting Data into Train and Test
    • Supported Matchers
      • ML Matchers
      • Rule-Based Matcher
    • Selecting Matcher
  • Debugging Matcher
  • Triggers
  • Evaluating the Matching Output

Experimental Commands¶

  • Commands Implemented Using Dask
    • Downsampling
    • Blocking
    • Extracting Feature Vectors
    • ML-Matchers
  • Tuners for the Dask-based Commands
    • Downsampling
    • Overlap Blocker
  • Matcher Combiner
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