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SRP

This is the official implementation of paper "Synthesize, Retrieve, and Propagate: A Unified Predictive Modeling Framework for Relational Databases".

Environment Dependency

Create the conda environment by:

bash conda/install-ubuntu-deps.sh
bash conda/create_conda_env.sh -g 11.7

Elasticsearch is used for retrieval, start elasticsearch:

sudo systemctl start elasticsearch

Training

Use the following command to start training:

sh run.sh [options]

The datasets will be automatically downloaded. The configs can be found in configs.

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Official implementation of paper "Synthesize, Retrieve, and Propagate: A Unified Predictive Modeling Framework for Relational Databases".

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