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WIP: Add Merlin concepts information

documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Draft (not ready).

NVIDIA-Merlin/Merlinnumber 731

#731 In NVIDIA-Merlin/Merlin;

· mikemckiernan opened on Nov 14, 2022

[Task] Transformer-session-based End2End Example with Merlin Models and Merlin Systems

examplesAdding new examplesAdding new examples

Status: Open.

#694 In NVIDIA-Merlin/Merlin;

· bschifferer opened on Oct 18, 2022

Create a generic retrieval train/eval script based in the original retrieval research script with the refactored retrieval models (V2)

Status: Open.

#688 In NVIDIA-Merlin/Merlin;

· gabrielspmoreira opened on Oct 13, 2022

Update the existing examples to use the refactored retrieval models (V2)

Status: Open.

#684 In NVIDIA-Merlin/Merlin;

· gabrielspmoreira opened on Oct 13, 2022

Example notebook of how to train Multi-Task Learning ranking models with Merlin Models

Status: Open.

#682 In NVIDIA-Merlin/Merlin;

· gabrielspmoreira opened on Oct 13, 2022

Run hypertuning experiments for the MTL ranking models: MMoE, PLE for AliCCP dataset

Status: Open.

#677 In NVIDIA-Merlin/Merlin;

· gabrielspmoreira opened on Oct 13, 2022

Run hypertuning experiments for the STL ranking models: MLP, Wide&Deep, DCN-v2, DeepFM, DLRM for AliCCP dataset

Status: Open.

#676 In NVIDIA-Merlin/Merlin;

· gabrielspmoreira opened on Oct 13, 2022

Create a STL/MTL ranking training/eval script for AliCCP preprocessed dataset based on the research scripts

Status: Open.

#675 In NVIDIA-Merlin/Merlin;

· gabrielspmoreira opened on Oct 13, 2022

Create a preprocessing notebook for AliCCP dataset based on the research preprocessing scripts

Status: Open.

#674 In NVIDIA-Merlin/Merlin;

· gabrielspmoreira opened on Oct 13, 2022

Update the research STL/MTL ranking training script to use the latest API (<code>PredictionBlock</code> instead of <code>PredictionTask</code>)

Status: Open.

#917 In NVIDIA-Merlin/Merlin;

· gabrielspmoreira opened on Oct 13, 2022

When training ranking models, should we use explicit negative samples or negative samples sampled from the batch, or provided by the retrieval model?

Status: Open.

#669 In NVIDIA-Merlin/Merlin;

· viswa-nvidia opened on Oct 12, 2022

[Task] Update Merlin Schema to include inputs, outputs, other metadata

Status: Open.

#640 In NVIDIA-Merlin/Merlin;

· EvenOldridge opened on Oct 5, 2022

Offline Batch Processing - Create common data type to support operators across frameworks

Status: Open.

#505 In NVIDIA-Merlin/Merlin;

· viswa-nvidia opened on Aug 5, 2022

Offline Batch Processing - Create an executor that will run the ops in the graph.

Status: Open.

#463 In NVIDIA-Merlin/Merlin;

· viswa-nvidia opened on Jul 15, 2022

Offline Batch Processing - Create required operator level functions (predict, my_input_type, transform_df, etc...)

Status: Open.

#462 In NVIDIA-Merlin/Merlin;

· viswa-nvidia opened on Jul 15, 2022

Offline Batch Processing - Create an abstraction that allows for creating a common data type

Status: Open.

#461 In NVIDIA-Merlin/Merlin;

· viswa-nvidia opened on Jul 15, 2022