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[Task] Add booking.com solution to Merlin Models example

examples

Status: Closed (completed).

#422 In NVIDIA-Merlin/models;

· by bschifferer was closed on Nov 28, 2022

[Task] Create a protocol for common methods across model frameworks

enhancementNew feature or requestNew feature or request

Status: Closed (completed).

#676 In NVIDIA-Merlin/models;

· by oliverholworthy was closed on Nov 1, 2022

[Task] Add RNN-based model apis for session-based recommendation

area/session-based

enhancementNew feature or requestNew feature or request

Status: Closed (completed).

#819 In NVIDIA-Merlin/models;

· by rnyak was closed on Nov 1, 2022

[BUG] Evaluation scores of topk_encoder.evaluate(...) are inconsistents

bugSomething isn't workingSomething isn't working

P0

Status: Closed (completed).

#822 In NVIDIA-Merlin/models;

· by sararb was closed on Oct 28, 2022

[BUG] <code>post</code> arg gives error when we set it in GPT2Block or XLNetBlock

area/session-based

bugSomething isn't workingSomething isn't working

Status: Closed (completed).

#831 In NVIDIA-Merlin/models;

· by rnyak was closed on Nov 2, 2022

[BUG] Training of the Retrieval API V2 is slower than the V1

area/performance

area/retrieval

bugSomething isn't workingSomething isn't working

Status: Closed (completed).

#836 In NVIDIA-Merlin/models;

· by sararb was closed on Nov 2, 2022

[BUG] logits_temperature arg gives error when set in CategoricalOutput class

bugSomething isn't workingSomething isn't working

Status: Closed (completed).

#867 In NVIDIA-Merlin/models;

· by rnyak was closed on Nov 8, 2022

Adding better doc-strings for retrieval &amp; ranking models

documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Closed (abandoned).

NVIDIA-Merlin/modelsnumber 297

#297 In NVIDIA-Merlin/models;

· by marcromeyn was closed on Nov 1, 2022

remove coverage parameters from pytest call

choreMaintenance for the repositoryMaintenance for the repository

ci

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 877

#877 In NVIDIA-Merlin/models;

· by jperez999 was closed on Nov 11, 2022

Retrieval models definition using new RetrievalModelV2, InputBlockV2 and ModelOutput classes

area/retrieval

area/tensorflow

enhancementNew feature or requestNew feature or request

size/L

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 790

#790 In NVIDIA-Merlin/models;

· by sararb was closed on Oct 31, 2022

[WIP] add an example notebook explaining hyperparameter optimization using Optuna and showing retrieval on h&amp;m data

documentationImprovements or additions to documentationImprovements or additions to documentation

examples

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 786

#786 In NVIDIA-Merlin/models;

· by radekosmulski was closed on Nov 1, 2022

[WIP] Add horovod for distributed training

Status: Closed (abandoned).

NVIDIA-Merlin/modelsnumber 783

#783 In NVIDIA-Merlin/models;

· by edknv was closed on Oct 26, 2022

[WIP] multi-gpu example/bug

examples

Status: Closed (abandoned).

NVIDIA-Merlin/modelsnumber 778

#778 In NVIDIA-Merlin/models;

· by bschifferer was closed on Oct 18, 2022

Add support for LogitsTemperatureScaler in the new ModelOutput API

area/retrieval

bugSomething isn't workingSomething isn't working

P0

status/needs-review

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 815

#815 In NVIDIA-Merlin/models;

· by sararb was closed on Oct 24, 2022

Fix <code>EmbeddingFeatures</code> serialization/deserialization when a feature is named 'name'

bugSomething isn't workingSomething isn't working

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 817

#817 In NVIDIA-Merlin/models;

· by oliverholworthy was closed on Oct 24, 2022

Ensure metrics passed to <code>model.compile()</code> are always reset

bugSomething isn't workingSomething isn't working

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 830

#830 In NVIDIA-Merlin/models;

· by sararb was closed on Oct 27, 2022

Add horovod for distributed training

area/tensorflow

enhancementNew feature or requestNew feature or request

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 825

#825 In NVIDIA-Merlin/models;

· by edknv was closed on Nov 7, 2022

Add test for retrieval model with transformer block

area/tests

choreMaintenance for the repositoryMaintenance for the repository

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 833

#833 In NVIDIA-Merlin/models;

· by oliverholworthy was closed on Nov 14, 2022

add tox file

choreMaintenance for the repositoryMaintenance for the repository

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 837

#837 In NVIDIA-Merlin/models;

· by nv-alaiacano was closed on Nov 1, 2022

Add test for Two Tower Model with Shared Embeddings

area/tests

choreMaintenance for the repositoryMaintenance for the repository

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 841

#841 In NVIDIA-Merlin/models;

· by oliverholworthy was closed on Nov 3, 2022

Return Ragged Tensor instead of tuple from dataloader

area/data-loading

enhancementNew feature or requestNew feature or request

Status: Closed (abandoned).

NVIDIA-Merlin/modelsnumber 840

#840 In NVIDIA-Merlin/models;

· by oliverholworthy was closed on Nov 7, 2022

Adding per-batch loss metric (loss_batch)

enhancementNew feature or requestNew feature or request

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 862

#862 In NVIDIA-Merlin/models;

· by gabrielspmoreira was closed on Nov 8, 2022

Replaces GPT2Block by BertBlock in the masked language modeling tests

area/session-based

enhancementNew feature or requestNew feature or request

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 859

#859 In NVIDIA-Merlin/models;

· by gabrielspmoreira was closed on Nov 7, 2022

Fixing, adding tests and docstrings to Residual Networks (DenseResidualBlock and DenseMaybeLowRank)

enhancementNew feature or requestNew feature or request

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 860

#860 In NVIDIA-Merlin/models;

· by gabrielspmoreira was closed on Nov 7, 2022

Add <code>python_requires</code> specifying 3.8 as minimum Python version

choreMaintenance for the repositoryMaintenance for the repository

Status: Merged (completed).

NVIDIA-Merlin/modelsnumber 797

#797 In NVIDIA-Merlin/models;

· by oliverholworthy was closed on Oct 18, 2022