Join GitHub today
GitHub is home to over 40 million developers working together to host and review code, manage projects, and build software together.Sign up
Update time_series.ipynb - scaling methods #1252
Page concerned : Time series forecasting guide
I noticed that the name of the method used for scaling data did not match its description.
Here are two methods for scaling data :
This can be confusing when you observe data and notice that the values are not between [0,1].
Wrong name used to describe the method used to scale data. The term normalization was used but it is a standardisation method. Normalization : rescales the values into a range of [0,1]. Standardization : rescales data to have a mean of 0 and a standard deviation of 1.
Preview and run these notebook edits with Google Colab:Notebook diffs available on ReviewNB.com.