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[FEATURE] Add evaluation on every next-item in test sequence #578

@lthoang

Description

@lthoang

Description

The current next-item evaluation only supports evaluation of the last item in a sequence. For example, given sequence a b c d, the inputs are a b c and the output is d.

We expect to support evaluating every next-item in test sequence. For example, given sequence a b c d, the outputs are b, c, d with the respecting inputs are a, a b, and a b c.

Expected behavior with the suggested feature

Models that use this evaluation: GRU4Rec

Other Comments

Related issue #543

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