Average by vector of product of people
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ptrdiff commented
Is your feature request related to a problem? Please describe.
Data is not suitable for the classical prediction problem. We can try to analyze the data as vectors in n-dimensional space.
Describe the solution you'd like
Modify the current work with vectors. Take the average vector for each person.
Additional context
Look for similar tasks and their solutions. It is possible to use libraries.
Vasar007 commented
Another idea: take the average number of his purchases for all the time and display the same amount of his popular products.
You can also add so that would count how much the average person buys their popular products at a time and increase their number.