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[Task] HPO experiments of ranking models with REES46 dataset for KDD tutorial

area/ranking

area/research

P0

Status: Closed (completed).

#545 In NVIDIA-Merlin/models;

· by sararb was closed on Aug 8, 2022

The <code>Embeddings</code> function is very handy to infer the embeddings definition from the schema. Make it more flexible by adding a <code>trainable: Optional[List[str]] = None</code> argument, to set <code>EmbeddingTable.trainable=False</code> (default is True) for the features present in the list.

Status: Closed (completed).

#627 In NVIDIA-Merlin/models;

· by viswa-nvidia was closed on Aug 16, 2022

[Task] Update DLRM to use the new EmbeddingTable

Status: Closed (completed).

#613 In NVIDIA-Merlin/models;

· by gabrielspmoreira was closed on Aug 16, 2022

Example of serving tree models ( End to End example )

Status: Closed (completed).

#575 In NVIDIA-Merlin/models;

· by viswa-nvidia was closed on Aug 3, 2022

Decouple InputBlock - Create new <code>InputBlock</code>

Status: Closed (completed).

#579 In NVIDIA-Merlin/models;

· by viswa-nvidia was closed on Jul 20, 2022

[BUG] Cannot predict on unseen data (<code>XGBoost#predict</code> requires target column)

bugSomething isn't workingSomething isn't working

P1

Status: Closed (completed).

#599 In NVIDIA-Merlin/models;

· by radekosmulski was closed on Aug 1, 2022

Decouple InputBlock - Create <code>InferEmbeddings</code>

Status: Closed (completed).

#580 In NVIDIA-Merlin/models;

· by viswa-nvidia was closed on Jul 20, 2022

[BUG] <code>XGBoost</code> evaluation is calculated against its predictions and not ground truth resulting in a perfect score

bugSomething isn't workingSomething isn't working

P0

Status: Closed (completed).

#598 In NVIDIA-Merlin/models;

· by radekosmulski was closed on Jul 27, 2022

First example of youtube-dnn

epic?This ticket is not mapped to a roadmap epicThis ticket is not mapped to a roadmap epic

status/blocked

status/work-in-progress

Status: Closed (abandoned).

NVIDIA-Merlin/modelsnumber 288

#288 In NVIDIA-Merlin/models;

· by sararb was closed on Sep 13, 2022

Add Wide and Deep model into benchmark

enhancementNew feature or requestNew feature or request

status/work-in-progress

Status: Closed (abandoned).

NVIDIA-Merlin/modelsnumber 502

#502 In NVIDIA-Merlin/models;

· by mengyao00 was closed on Aug 9, 2022

Add hashed cross transformation block

enhancementNew feature or requestNew feature or request

Status: Closed (abandoned).

NVIDIA-Merlin/modelsnumber 523

#523 In NVIDIA-Merlin/models;

· by mengyao00 was closed on Jul 18, 2022

Migrate <code>FeatureCollection</code> to use the version from Merlin Core

choreMaintenance for the repositoryMaintenance for the repository

Status: Closed (abandoned).

NVIDIA-Merlin/modelsnumber 529

#529 In NVIDIA-Merlin/models;

· by karlhigley was closed on Jul 25, 2022

Make <code>YoutubeDNNRetrieval</code> inherit from <code>RetrievalModel</code>

Status: Closed (abandoned).

NVIDIA-Merlin/modelsnumber 473

#473 In NVIDIA-Merlin/models;

· by karlhigley was closed on Aug 1, 2022

Add multi optimizer

enhancementNew feature or requestNew feature or request

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 581

#581 In NVIDIA-Merlin/models;

· by mengyao00 was closed on Jul 27, 2022

Tf/ragged tensors

enhancementNew feature or requestNew feature or request

Status: Closed (abandoned).

NVIDIA-Merlin/modelsnumber 454

#454 In NVIDIA-Merlin/models;

· by marcromeyn was closed on Jul 8, 2022

Add Wide Deep model

enhancementNew feature or requestNew feature or request

status/needs-review

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 623

#623 In NVIDIA-Merlin/models;

· by mengyao00 was closed on Aug 10, 2022

Update <code>DLRMBLock</code> to use <code>InputBlockV2</code>

area/api

choreMaintenance for the repositoryMaintenance for the repository

Status: Closed (abandoned).

NVIDIA-Merlin/modelsnumber 620

#620 In NVIDIA-Merlin/models;

· by oliverholworthy was closed on Aug 9, 2022

Tf/categorical prediction v2

area/api

enhancementNew feature or requestNew feature or request

size/M

status/needs-review

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 633

#633 In NVIDIA-Merlin/models;

· by sararb was closed on Aug 16, 2022

Enable <code>TabularData</code> to be used with <code>EmbeddingTable</code>

area/tensorflow

enhancementNew feature or requestNew feature or request

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 631

#631 In NVIDIA-Merlin/models;

· by oliverholworthy was closed on Aug 9, 2022

Restructuring Embeddings

enhancementNew feature or requestNew feature or request

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 649

#649 In NVIDIA-Merlin/models;

· by marcromeyn was closed on Aug 16, 2022

Add <code>save</code> and <code>load</code> methods to XGBoost class

enhancementNew feature or requestNew feature or request

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 656

#656 In NVIDIA-Merlin/models;

· by oliverholworthy was closed on Aug 17, 2022

Removing use of synthetic data in traditional models notebook test.

choreMaintenance for the repositoryMaintenance for the repository

ci

skip-changelogExclude from change logExclude from change log

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 657

#657 In NVIDIA-Merlin/models;

· by oliverholworthy was closed on Aug 16, 2022

Add <code>trainable</code> and <code>embeddings_initializers</code> args to <code>Embeddings</code> function

area/api

enhancementNew feature or requestNew feature or request

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 634

#634 In NVIDIA-Merlin/models;

· by rnyak was closed on Aug 15, 2022

Use labels instead of predictions in XGBoost eval data

bugSomething isn't workingSomething isn't working

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 610

#610 In NVIDIA-Merlin/models;

· by karlhigley was closed on Jul 27, 2022

Enable customization of embeddings in DLRM Model

area/api

enhancementNew feature or requestNew feature or request

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 619

#619 In NVIDIA-Merlin/models;

· by oliverholworthy was closed on Aug 15, 2022