rnyak

Results 323 comments of rnyak

[BUG] Target in schema causes incorrect down scoring of false negative.

@sararb to avoid such issue, do you think we can add a check script in `class ItemRetrievalScorer(Block)` that will check if the schema has a target column tagged as `target`,...

Implement Youtube-DNN ranking model

tracked via https://github.com/NVIDIA-Merlin/Merlin/issues/279

[FEA] Add post_block layer to MultiClassClassificationTask class

in the prediction mode we can make the softmax as default to get the probas.

[FEA] Create unit tests for saving and loading back the retrieval and ranking models

We have a unit test that can be utilized for this purpose as well: https://github.com/NVIDIA-Merlin/models/blob/main/merlin/models/tf/utils/testing_utils.py#L73

[FEA] Create unit tests for saving and loading back the retrieval and ranking models

waiting for https://github.com/NVIDIA-Merlin/models/issues/718 for retrieval. For ranking, if we have a BC case, we can do that with `model.predict()`. once there was a PR with an example for generating predictions...

"05-Retrieval-Model.ipynb" - how to feed multiple train files, and generate prediction in triton [QST]

@lightsailpro I am closing this issue since we did not hear from you, if you still have a question feel free to reopen this ticket or a new one.

XGBoost - Use DaskDMatrix for evals data to ensure metrics in logs match result of evaluate

@oliverholworthy regarding your statement `he downside of this might be if you have a sufficiently large dataset you want to pass to evals that requires the efficiency of the DeviceQuantileDMatrix...

[FEA] Export embeddings from youtube-dnn

This is being fixed by https://github.com/NVIDIA-Merlin/models/pull/473

Example of serving LightFM in Merlin Systems

addressed in https://github.com/NVIDIA-Merlin/systems/issues/35

[FEA] Add a warning, if embedding tables are not used in merlin models

@bschifferer can you create a PR for that? can I assign this to you?