DeepER - Deep Entity Resolution

A web data integration tool, A novel framework to overcome limitations, Easy for configuration, Fully functional, Smooth interface.

which aims to find pairs of records that describe the same entity between a local database and a hidden database and has many applications in data enrichment and data cleaning.

API Support

DeepER is ready for the following API:

• DBLP（DataBase systems and Logic Programming）
• YELP（Yelp Fusion API）
• AMiner（arnetminer）

Custom

implement a subclass of deeper.api.simapi and pass it to deeper.core.smartcrawl and you would integrate a new api to collect more data.

Documentation

Fantastic documentation is available at https://sfu-db.github.io/deeperlib/

Requirements

• pqdict>=1.0.0
• requests>=2.18.4
• simplejson>=3.11.1
• rauth>=0.7.3

Requests officially supports Python 2.7.13, and runs great on PyPy.

Installation and Update

pip install deeperlib

pip install --upgrade deeperlib

Changelog

v0.2a

• 2017/09/19 support Windows-32bit/64bit, Linux-32bit/64bit, MacOs-64bit, csv and pickle input

v0.1a

• 2017/09/14 deeper's birthday

Team

• Jiannan Wang, Assistant Professor at Simon Fraser University
• Eugene Wu, Assistant Professor at Columbia University
• Ryan Shea, Research Associate at Simon Fraser University
• Pei Wang, Ph.D. Student at Simon Fraser University
• Yongjun He, Undergraduate Student at Nanjing University

Discussing

Maintainer	email
Yongjun He	141250047@smail.nju.edu.cn