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Published 20 hours ago • verified publisher icon NVIDIA-Merlin
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Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature stores, nearest neighbor search, and exploration strategies) into...

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Make it possible to use operators for serving or batch

- [ ] Add the capability to select output formats at the operator and/or ensemble level (np/cp/pandas/cudf etc) - [ ] Adjust the operators as needed to work with pandas/cudf...

karlhigley avatar karlhigley

epic

Create an example of serving session-based recommendations (with TF4Rec?)

karlhigley avatar karlhigley

epic

Add integrations for other feature stores

- [ ] Vertex AI (GCP) - [ ] Sagemaker (AWS) - [ ] Databricks - [ ] Tecton? - [ ] Hopworks?

karlhigley avatar karlhigley

epic

Adjust the operators so they handle batched requests

Operators: - [ ] Feast - [ ] Tensorflow - [ ] Faiss - [ ] ... Open Questions: - [ ] How to use async in TritonPythonModel and OperatorRunner...

karlhigley avatar karlhigley

epic

Support multi-stage ranking

karlhigley avatar karlhigley

Create an operator for logging features used in model predictions

Related to #6

karlhigley avatar karlhigley

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verified publisher icon NVIDIA-Merlin

Metadata

Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature stores, nearest neighbor search, and exploration strategies) into...

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