Closed sozgny closed 5 months ago
Specifically, I couldn't find the 7 classes of sensors in WADI that you mentioned in the article. My t-SNE plot has only one color and can not identify the clusters. Could you provide me the class labels of sensors?
Hi, the embeddings can be retrieved from https://github.com/d-ailin/GDN/blob/9853899da860682669a134e4af315d036aab4eca/models/GDN.py#L95 after training the model. The sequence of the embeddings is the same as in the sequence of sensor names provided in the list.txt.
Hello again! Could you provide us some information about how can we plot t-SNE of sensor embeddings of trained model? I tried to write a function which takes the trained model & X_train as input, and then find the corresponding sensor embeddings on X_train set within indexes using node_num of X_train. But the function doesnt work, how I can obtain the sensor embeddings of trained model via a function for example obtain_node_embeddings(model, X_train) ?