Skip to content

NeuralNetworkingTechnologies/pointer-network-tensorflow

Repository files navigation

Pointer Networks in Tensorflow

TensorFlow implementation of Pointer Networks.

model

(in progress)

Requirements

  • Python 2.7
  • tqdm
  • TensorFlow 0.12.1

Usage

To train a model:

$ python main.py --task=tsp --max_data_length=20 --hidden_dim=512 # download dataset from the paper $ python main.py --task=tsp --max_data_length=10 --hidden_dim=128 # generate dataset itself 

To train a model:

$ python main.py $ tensorboard --logdir=logs --host=0.0.0.0 

To test a model:

$ python main.py --is_train=False 

Results

Train/Test loss of max_data_length=10 after 40,000 steps:

$ python main.py --task=tsp --max_data_length=10 --hidden_dim=128 

(in progress)

Author

Taehoon Kim / @carpedm20

About

TensorFlow implementation of "Pointer Networks"

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Python 100.0%