A new deep learning prediction method, called Long Short-Term Memory Network based on Neighborhood Gates The paper of this method is available at this link (https://doi.org/10.1016/j.enconman.2019.04.006). If the paper or code is helpful to you, please refer to our paper or code.
[1] Z. Zhang, H. Qin, Y. Liu, Y. Wang, L. Yao, Q. Li, J Li, S. Pei. Long Short-Term Memory Network based on Neighborhood Gates for processing complex causality in wind speed prediction. Energy Conversion and Management, 2019, 192:37-51. doi: 10.1016/j.enconman.2019.04.006
The introduction in Chinese can refer to my blog. https://blog.csdn.net/m0_37728157/article/details/98884114
note: (1) Due to the confidentiality of the data, the data used in the code is slightly different from the original data in the paper. (2) The code is written in Java.