chqiwang / PtrNets

Pointer Networks

PtrNets

An implementation of Pointer Networks arXiv:1506.03134

Usage

To generate training data

For Convex Hull task:

>> python misc/convex_hull.py ch.pkl.gz

or for TSP task:

>> python misc/tsp.py tsp.pkl.gz

This will generate the training data, add the data path to ptrnets.py (or change the default path in data_util), then start training:

>> python ptrnets.py

References

• Oriol Vinyals, Meire Fortunato, Navdeep Jaitly, "Pointer Networks", arXiv:1506.03134 [stat.ML].