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efficiententityclusteringpackage's Introduction

Efficient Entity Clustering Package (subject to change)

๐Ÿ–‡๏ธ Purpose

This package is designed to provide a base for Efficient Entity Clustering (EEC) application. It provides set of function and classes to build a the EEC application.

๐Ÿ“ฆ What is included

It includes the following abstract classes:

  • IEntityRepository: interface for entity repository
  • IClusterRepository: interface for cluster repository
  • IMentionClusteringMethod: interface for mention clustering method
  • IUserRepository: interface for user repository

following Data classes:

  • EntityModel: data class for entity
  • ClusterModel: data class for cluster
  • UserMentionModel: data class for user

and the following concrete classes:

  • BaseEntityRepository: base class for entity repository

  • BaseClusterRepository: base class for cluster repository

  • BaseMentionClusteringMethod: base class for mention clustering method

  • BaseUserRepository: base class for user repository

  • Neo4jEntityRepository: concrete class for entity repository

  • Neo4jClusterRepository: concrete class for cluster repository

  • Neo4jUserRepository: concrete class for user repository

Those concrete classes are able to provide a base for EEC application.

๐Ÿ› ๏ธ How to install

On the root directory of the project, run the following command:

pip install ./package
  • Note: the package is not available on PyPI and not planned to be.

๐Ÿ›ซ How to use

A demo file is provided in the demo directory. It shows the basic functionalities of the package. But it is not exhaustive. Also, if you want to use Neo4J as a database, you need to serve a Neo4J database.

๐Ÿ“ License

This project is licensed under the MIT License - see the LICENSE file for details

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