/deeper-lite

deep entity resolution lite version

Primary LanguagePython

DeepER-Lite

Light-weight Entity Resolution in databases No end to end learning and no RNNs

There are two versions of the code. This main folder contains the LuaTorch version used in the experiments. There is a folder python, that contains a pytorch version of the code along with the LSH based blocking.

If you require any assistance, please contact Saravanan Thirumuruganathan and/or Mourad Ouzzani.

Requirements

Ubuntu 16.04 or 17.04 with build-essentials and python3

then run the install.sh to install

  1. mono-devel

  2. torch and the required rocks

  3. download and extract glove

The first time things run will of course take a while - unless you have the t7 glove file saved