GestaltCogTeam / STEP

Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.
Apache License 2.0
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借鉴您的预训练模型 #37

Closed leirongzhen closed 1 year ago

leirongzhen commented 1 year ago

大佬您好,我也想使用预训练的思想,用在生成对抗网络上,生成一段时间序列,请问您有甚麽好的建议吗?看您的代码,在预训练部分理解了,在后面的预测部分有点卡壳,之前没接触过GNN,代码没看懂,想听听您的意见。

zezhishao commented 1 year ago

抱歉,这个我不了解。

leirongzhen commented 1 year ago

谢谢您的回复,感谢您做的工作,对我还是有很大的启发,我下去继续研究一下,也希望能和您保持沟通。

hawkiyc commented 1 year ago

Hi, @leirongzhen.

For Generating Time Series Data with Generative Adversarial Network. You may try an architecture called WAVE-GAN. I have used this architecture to augment ECG signals. Please feel free to check my repository.

leirongzhen commented 1 year ago

Hi, @leirongzhen.

For Generating Time Series Data with Generative Adversarial Network. You may try an architecture called WAVE-GAN. I have used this architecture to augment ECG signals. Please feel free to check my repository.

Thank you for your message, I paid attention to your repository, there may be questions to ask you later.