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## How to reproduce the winning results?
There is an helper script `prepare.sh` which might helps you (by performing step 1-6 and some other checks), but if you encounter an error, the script will re-execute all the steps from the beginning (before the actual training, step 2, 4 and 5 are quite long).
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+Note that some script expect the repository to be in your PYTHONPATH (go to the root of the repository and type `export PYTHONPATH="$PWD:$PYTHONPATH"`).
1. Set the `TAXI_PATH` environment variable to the path of the folder containing the CSV files.
2. Run `data/csv_to_hdf5.py "$TAXI_PATH" "$TAXI_PATH/data.hdf5"` to generate the HDF5 file (which is generated in `TAXI_PATH`, along the CSV files). This takes around 20 minutes on our machines.