notebook 10, model 3: Preparing the data.

[skdarkey]

I need some more clarification on the WINDOW_SIZE and HORIZON's operation in the data preparation. From my understanding, a window_size of 7 and Horizon of 1, produces a vector of length 7 for the window and scalar (vector of length of 1) for the Horizon. So when we used a window size of 30 and Horizon of 7 model model 3, I was expecting to see vectors of length 30 and 7 respectively for train and training and labels. However, I see it results in the same kind of length as used in model 2. That is, After using window_size of 30, the vector for training and test windows has a length of 30, but the labels still have a length of 1 instead of 7.

Why is this so?

[ashusingh2000]

Ok Sent from my BlackBerry 10 smartphone. From: Selorm KomlaSent: Monday, 21 August 2023 21:01To: mrdbourke/tensorflow-deep-learningReply To: mrdbourke/tensorflow-deep-learningCc: SubscribedSubject: [mrdbourke/tensorflow-deep-learning] notebook 10, model 3: Preparing the data. (Discussion #576) I need some more clarification on the WINDOW_SIZE and HORIZON's operation in the data preparation. From my understanding, a window_size of 7 and Horizon of 1, produces a vector of length 7 for the window and scalar (vector of length of 1) for the Horizon. So when we used a window size of 30 and Horizon of 7 model model 3, I was expecting to see vectors of length 30 and 7 respectively for train and training and labels. However, I see it results in the same kind of length as used in model 2. That is, After using window_size of 30, the vector for training and test windows has a length of 30, but the labels still have a length of 1 instead of 7. Why is this so? —Reply to this email directly, view it on GitHub, or unsubscribe.You are receiving this because you are subscribed to this thread.Message ID: ***@***.***> [ { ***@***.***": "http://schema.org", ***@***.***": "EmailMessage", "potentialAction": { ***@***.***": "ViewAction", "target": "#576", "url": "#576", "name": "View Discussion" }, "description": "View this Discussion on GitHub", "publisher": { ***@***.***": "Organization", "name": "GitHub", "url": "https://github.com" } } ]