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Pull request type
Please check the type of change your PR introduces:
What is the current behavior?
In some of the examples, the same PRNGKey is used to generate both x and the noise in y, and x is sorted to avoid the correlation resulting by using the same key. This could be somewhat confusing for new users (myself included).
What is the new behavior?
We simply split the key and use two separate keys to generate x and the noise in y.