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awesome-gnn4ts

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

channel_independent_mtsf

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

feature-generation-model-in-time-frequency-domain-based-on-pca-gan

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

hnuidg-fault-diagnosis-

The intelligent fault diagnosis of HNU IDG

ml_notes

机器学习算法的公式推导以及numpy实现

phmgnnbenchmark

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

python_for_data_analysis_2nd_chinese_version

《利用Python进行数据分析·第2版》

remaining-useful-life-estimation-variational

remaining-useful-life-prediction-for-turbofan-engines

RUL prediction for Turbofan Engine (CMAPSS dataset) using CNN

tcn

Sequence modeling benchmarks and temporal convolutional networks

time-series-library

A Library for Advanced Deep Time Series Models.