/TCN-TF

TensorFlow Implementation of TCN (Temporal Convolutional Networks)

Primary LanguagePython

TCN-TF

This repository implements TCN described in An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling, along with its application in char-level language modeling.

If you find this repository helpful, please cite the paper:

@article{BaiTCN2018,
	author    = {Shaojie Bai and J. Zico Kolter and Vladlen Koltun},
	title     = {An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling},
	journal   = {arXiv:1803.01271},
	year      = {2018},
}

Requirements

  • Tensorflow 1.4.1
  • Observations
  • Numpy

Contact

songweiping@pku.edu.cn