📈 Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759

Official code for "The Capacity and Robustness Trade-off: Revisiting the Channel Independent Strategy for Multivariate Time Series Forecasting"

A Library for Advanced Deep Time Series Models.

this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.

机器学习算法的公式推导以及numpy实现

The intelligent fault diagnosis of HNU IDG

数据由振动信号FFT变换得到的时频域24维特征PCA降维，输入GAN生成样本

《利用Python进行数据分析·第2版》

Sequence modeling benchmarks and temporal convolutional networks

RUL prediction for Turbofan Engine (CMAPSS dataset) using CNN