├── .flake8 ├── .github ├── ISSUE_TEMPLATE │ ├── bug-report.md │ ├── documentation-request.md │ ├── feature-request.md │ ├── release.md │ ├── roadmap.md │ ├── submit-question.md │ └── task.md ├── copy-pr-bot.yaml ├── release-drafter.yml └── workflows │ ├── check-base-branch.yaml │ ├── docs-build.yaml │ ├── docs-preview-pr.yaml │ ├── docs-remove-stale-reviews.yaml │ ├── docs-sched-rebuild.yaml │ ├── gpu-ci.yml │ ├── release-drafter.yaml │ ├── require-label.yaml │ ├── set-stable-branch.yaml │ └── triage.yml ├── .gitignore ├── .pre-commit-config.yaml ├── .pylintrc ├── CHANGELOG.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── ci ├── container_hugectr.sh ├── container_integration.sh ├── container_size.sh ├── container_software.sh ├── container_unit.sh ├── dockerfile.ci ├── pr.gpu.Jenkinsfile ├── test_container.sh └── test_integration.sh ├── docker ├── README.md ├── dockerfile-nightly.merlin ├── dockerfile.ctr ├── dockerfile.merlin ├── dockerfile.merlin.ctr ├── dockerfile.tf ├── dockerfile.torch ├── hugectr-test.yaml ├── merlin-test.yaml ├── ngc_overview_hugectr.md ├── ngc_overview_pytorch.md ├── ngc_overview_tensorflow.md ├── tf-test.yaml └── torch-test.yaml ├── docs ├── Makefile ├── README.md ├── data.json ├── extractor.py ├── fixtures │ ├── data.json │ ├── sample.json │ └── sample_after.json ├── images │ └── recommender-systems-dev-web-850.svg ├── requirements-doc.txt ├── smx2rst.py ├── snippets.yaml ├── source │ ├── _static │ │ ├── NVIDIA-LogoBlack.svg │ │ ├── NVIDIA-LogoWhite.svg │ │ ├── css │ │ │ ├── custom.css │ │ │ └── versions.css │ │ ├── favicon.png │ │ └── js │ │ │ └── rtd-version-switcher.js │ ├── _templates │ │ ├── footer.html │ │ ├── layout.html │ │ ├── merlin-ecosystem.html │ │ └── versions.html │ ├── conf.py │ ├── containers.rst │ ├── guide │ │ ├── imgs │ │ │ ├── models_ranking.png │ │ │ ├── models_retrieval.png │ │ │ ├── models_sequentialinteactions.png │ │ │ └── models_sessionbased.png │ │ ├── recommender_models.rst │ │ └── recommender_system_guide.rst │ ├── index.rst │ ├── support_matrix │ │ ├── index.rst │ │ ├── support_matrix_merlin_hugectr.rst │ │ ├── support_matrix_merlin_pytorch.rst │ │ └── support_matrix_merlin_tensorflow.rst │ └── toc.yaml ├── table_config.yaml └── test_extractor.py ├── examples ├── Building-and-deploying-multi-stage-RecSys │ ├── 01-Building-Recommender-Systems-with-Merlin.ipynb │ ├── 02-Deploying-multi-stage-RecSys-with-Merlin-Systems.ipynb │ └── README.md ├── Next-Item-Prediction-with-Transformers │ └── tf │ │ ├── transformers-next-item-prediction-with-pretrained-embeddings.ipynb │ │ └── transformers-next-item-prediction.ipynb ├── README.md ├── getting-started-movielens │ ├── 01-Download-Convert.ipynb │ ├── 02-ETL-with-NVTabular.ipynb │ ├── 03-Training-with-HugeCTR.ipynb │ ├── 03-Training-with-PyTorch.ipynb │ ├── 03-Training-with-TF.ipynb │ ├── 04-Triton-Inference-with-TF.ipynb │ ├── README.md │ └── imgs │ │ ├── gs-keras-model-plot.png │ │ └── triton-tf.png ├── images │ ├── fourstages.png │ └── triton_ensemble.png ├── quick_start │ ├── README.md │ ├── __init__.py │ ├── images │ │ ├── hpo_evolution_deepfm.png │ │ ├── hpo_parallel_bars_deepfm.png │ │ ├── most_important_hparams │ │ │ ├── mtl_mlp.png │ │ │ ├── mtl_mmoe.png │ │ │ ├── mtl_ple.png │ │ │ ├── stl_dcn_click.png │ │ │ ├── stl_deepfm_click.png │ │ │ ├── stl_dlrm_click.png │ │ │ ├── stl_mlp_click.png │ │ │ └── stl_wideanddeep_click.png │ │ ├── mtl_benchmark.png │ │ ├── quick_start_process.png │ │ ├── stl_benchmark.png │ │ ├── tenrec_dataset.png │ │ └── wandb_sweeps.png │ ├── ranking.md │ ├── requirements.txt │ └── scripts │ │ ├── __init__.py │ │ ├── inference │ │ ├── README.md │ │ ├── __init__.py │ │ ├── args_parsing.py │ │ ├── inference.ipynb │ │ └── inference.py │ │ ├── preproc │ │ ├── README.md │ │ ├── __init__.py │ │ ├── args_parsing.py │ │ └── preprocessing.py │ │ └── ranking │ │ ├── README.md │ │ ├── __init__.py │ │ ├── args_parsing.py │ │ ├── cufile.log │ │ ├── hypertuning │ │ ├── README.md │ │ ├── tutorial_with_wb_sweeps.md │ │ └── wandb_sweeps │ │ │ ├── mtl_mlp │ │ │ ├── mtl_mlp-stage01.yaml │ │ │ └── mtl_mlp-stage02.yaml │ │ │ ├── mtl_mmoe │ │ │ ├── mtl_mmoe-stage01.yaml │ │ │ └── mtl_mmoe-stage02.yaml │ │ │ ├── mtl_ple │ │ │ ├── mtl_ple-stage01.yaml │ │ │ └── mtl_ple-stage02.yaml │ │ │ ├── stl_dcn │ │ │ ├── stl_click_dcn.yaml │ │ │ ├── stl_follow_dcn.yaml │ │ │ ├── stl_like_dcn.yaml │ │ │ └── stl_share_dcn.yaml │ │ │ ├── stl_deepfm │ │ │ └── stl_click_deepfm.yaml │ │ │ ├── stl_dlrm │ │ │ ├── stl_click_dlrm.yaml │ │ │ ├── stl_follow_dlrm.yaml │ │ │ ├── stl_like_dlrm.yaml │ │ │ └── stl_share_dlrm.yaml │ │ │ ├── stl_mlp │ │ │ ├── stl_click_mlp.yaml │ │ │ ├── stl_follow_mlp.yaml │ │ │ ├── stl_like_mlp.yaml │ │ │ └── stl_share_mlp.yaml │ │ │ └── stl_wide_n_deep │ │ │ └── stl_click_wide_n_deep.yaml │ │ ├── mtl.py │ │ ├── ranking.py │ │ └── ranking_models.py ├── ranking │ ├── README.md │ └── tf │ │ └── Training-and-Deploying-DLRM-model-with-Models-and-Systems.ipynb ├── sagemaker-tensorflow │ ├── README.md │ ├── build_and_push_image.sh │ ├── container │ │ └── Dockerfile │ ├── sagemaker-merlin-tensorflow.ipynb │ └── train.py ├── scaling-criteo │ ├── 01-Download-Convert.ipynb │ ├── 02-ETL-with-NVTabular.ipynb │ ├── 03-Training-with-HugeCTR.ipynb │ ├── 03-Training-with-Merlin-Models-TensorFlow.ipynb │ ├── 04-Triton-Inference-with-Merlin-Models-TensorFlow.ipynb │ ├── README.md │ └── imgs │ │ ├── dask-dataframe.svg │ │ ├── keras-model-plot.png │ │ ├── triton-hugectr.png │ │ └── triton-tf.png └── traditional-ml │ ├── Serving-An-Implicit-Model-With-Merlin-Systems.ipynb │ └── Serving-An-XGboost-Model-With-Merlin-Systems.ipynb ├── images └── merlin_framework.png ├── pytest.ini ├── requirements.txt ├── setup.cfg ├── setup.py ├── tests ├── __init__.py ├── benchmark │ └── test_asvdb_transformers_next_item_prediction.py ├── conftest.py ├── integration │ └── examples │ │ ├── quick_start │ │ ├── test_preproc.py │ │ └── test_ranking.py │ │ ├── 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