N-BEATS

 

        There are many common blocks. The reason may be that more blocks are needed to learn, and a lot of prior knowledge is added to the interpretability method.

        The finer-grained temporal data is more unstable.

https://github.com/amitesh863/nbeats_forecast

[Paper Intensive Reading] N-BEATS: An Extended Analysis of the Neural Basis of Interpretable Time Series Prediction_哔哩哔哩_bilibili

[Paper Sharing] N-BEATS: Neural Network Bottom Extension Analysis for Interpretable Time Series Forecasting. _哔哩哔哩_bilibili

https://arxiv.org/pdf/1905.10437v3.pdf

github:

GitHub - amitesh863/nbeats_forecast: N-Beats library implementation

GitHub - philipperemy/n-beats: Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.