Swin Transformer for sequence data.

1-dimension swin transformer implenmentation.

Introduction

As we all know, Swintransformer is mostly applicable to 2-dimensional data, this repo provides a 1-dimensional sequence data compatiable implementation of Swintransformer.

1-dimensional data is very common data type in scientific research.

Citation

@article{Wan2023,
  title = {A Machine-Learning-Based Tool for Last Closed-Flux Surface Reconstruction on Tokamaks},
  author = {Wan, Chenguang and Yu, Zhi and Pau, Alessandro and Sauter, Olivier and Liu, Xiaojuan and Yuan, Qiping and Li, Jiangang},
  year = {2023},
  month = may,
  journal = {Nuclear Fusion},
  volume = {63},
  number = {5},
  pages = {056019},
  issn = {0029-5515},
  doi = {10.1088/1741-4326/acbfcc}
}