prismheart / PACE

Experiment code for Bridging Collaborative Filtering and Semi-Supervised Learning: A Neural Approach for POI recommendation

PACE

This is an implementation of network proposed by Bridging Collaborative Filtering and Semi-Supervised Learning: A Neural Approach for POI recommendation with Keras.

To run this code, you must have Python 3 and iPython Notebook installed.

Usage:

• Use bash download_data.sh to download data
• Start iPython Notebook Server ipython3 notebook
• Sequentially run cells in try_context.ipynb

If you are using remote machine, you can:

• Start iPython Notebook Server on remote machine: ipython notebook --no-browser --port=8889
• Redirect ssh connection to localhost ssh -N -f -L localhost:8880:localhost:8889 <user>@<host>
• Open browser and go to <user>@<host>:8880