This repository contains project code for experimenting with LDA for Faculty Information Retrieval System.
This tool is now deployed @ https://hdsi-faulty-tool.herokuapp.com/
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All of the below lines should be run within a terminal:
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Before running any of the below commands, launch the docker image by running
launch.sh -i duxiang/dsc180a:latest -
To get the preprocessed data file, run
python run.py process_data -
To get the fitted sklearn.lda model, run
python run.py model -
To prepare/update the dashboard, run
python run.py prepare_sankey -
To run the live dashboard, run
python run.py run_dashboard
- When executing
run_dashboard, it will launch dash with a locally hosted port. - It would require port-forwarding on a remote server.