Sequence modeling benchmarks and temporal convolutional networks
This repository contains the experiments done in the work An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling by Shaojie Bai, J. Zico Kolter and Vladlen Koltun.
We specifically target a comprehensive set of tasks that have been repeatedly used to compare the effectiveness of different recurrent networks, and evaluate a simple, generic but powerful (purely) convolutional network on the recurrent nets’ home turf.
Experiments are done in PyTorch. If you find this repository helpful, please cite our work:
@article{BaiTCN2018,
author = {Shaojie Bai and J.