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The goal of this RMP is to revamp the "Getting Started" section of our Merlin documentation.
The introductory tutorials are meant to cover a limited number of things:
- Introduce Merlin-specific syntax
- Show how to perform common recsys tasks (train well-known model types) in Merlin
- Introduce the concept of Systems with a basic example.
- New "welcome" page to replace README.md #1033
- Installation guide: Docker, Conda, Pip, Launchpad, Google Colab @bschifferer
- New tutorials with some "basics"
- The
>>operator, NVTabular workflow, Graph, fit/transform. - Training a ranking model: NVT + DLRM (or similar)
- Training a retrieval model: NVT + TT (or similar)
- Creating a basic System: Fetch Features -> NVT -> Ranking -> SampleSoftmax. (Since there's no retrieval model, input can be something like
{user_id: u, item_ids: [a, b, c, d]}) @nv-alaiacano
- The
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