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Expand Benchmarks Doc to Include Dataset Utils

See original GitHub issue

At the moment the focus in the benchmark chapter is on the benchmarks. However, I think we should better expand the doc about the support we give to the datasets and dataset creation.

In particular we should expand the discussion about the AvalancheDataset and related utils which offer a lot of goodies on top of basic pytorch datasets we should include.

Many users may be particularly interested in how to create a pytorch or avalanche dataset from their different data format and how to add transformations. IMHO this should be the main focus of the doc improvement.

Issue Analytics

  • State:closed
  • Created 2 years ago
  • Comments:5 (2 by maintainers)

github_iconTop GitHub Comments

AntonioCartacommented, Apr 21, 2021

I think they should be “How-To Guides” more than tutorials. Tutorials are learning oriented (FZTH), while how-to guides are problem-oriented.

vlomonacocommented, Apr 21, 2021

What about creating a new section “Additional Tutorials” addressing some specific topics (maybe something we realize is a strong need and recurrent question)? Would that work for you?

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