{"payload":{"pageCount":1,"repositories":[{"type":"Public","name":"systems","owner":"NVIDIA-Merlin","isFork":false,"description":"Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature stores, nearest neighbor search, and exploration strategies) into end-to-end recommendation pipelines that can be served with Triton Inference Server.","allTopics":["gpu","recommendation-system","ensemble","recommender-system","python","machine-learning","deep-learning","tensorflow"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":7,"issueCount":29,"starsCount":83,"forksCount":29,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-31T23:15:24.891Z"}},{"type":"Public","name":"HierarchicalKV","owner":"NVIDIA-Merlin","isFork":false,"description":"HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of HierarchicalKV is to store key-value feature-embeddings on high-bandwidth memory (HBM) of GPUs and in host memory. It also can be used as a generic key-value storage.","allTopics":["gpu","cuda","recommender-system","hashtable","key-value-store","dynamic-embedding","embedding-storage"],"primaryLanguage":{"name":"Cuda","color":"#3A4E3A"},"pullRequestCount":6,"issueCount":3,"starsCount":104,"forksCount":23,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-26T01:05:16.357Z"}},{"type":"Public","name":"HugeCTR","owner":"NVIDIA-Merlin","isFork":false,"description":"HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training","allTopics":["cpp","recommendation-system","gpu-acceleration","recommender-system","deep-learning"],"primaryLanguage":{"name":"C++","color":"#f34b7d"},"pullRequestCount":4,"issueCount":15,"starsCount":897,"forksCount":195,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-21T10:16:53.446Z"}},{"type":"Public","name":"Transformers4Rec","owner":"NVIDIA-Merlin","isFork":false,"description":"Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.","allTopics":["nlp","tabular-data","transformer","seq2seq","recsys","recommender-system","gtp","language-model","bert","huggingface","xlnet","session-based-recommendation","pytorch"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":6,"issueCount":80,"starsCount":1051,"forksCount":144,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-14T09:46:53.618Z"}},{"type":"Public","name":"NVTabular","owner":"NVIDIA-Merlin","isFork":false,"description":"NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.","allTopics":["feature-selection","nvidia","recommendation-system","recommender-system","preprocessing","feature-engineering","machine-learning","deep-learning","gpu"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":8,"issueCount":190,"starsCount":1016,"forksCount":143,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-05T01:03:50.910Z"}},{"type":"Public","name":"models","owner":"NVIDIA-Merlin","isFork":false,"description":"Merlin Models is a collection of deep learning recommender system model reference implementations","allTopics":["recommendation-system","recsys","recommender-system","dask","rapidsai","machine-learning","deep-learning","tensorflow","gpu","pytorch"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":12,"issueCount":138,"starsCount":244,"forksCount":49,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-04T12:44:50.877Z"}},{"type":"Public","name":"Merlin","owner":"NVIDIA-Merlin","isFork":false,"description":"NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocessing to training deep learning models and running inference in production.","allTopics":["end-to-end","recommendation-system","gpu-acceleration","recommender-system","machine-learning","deep-learning"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":15,"issueCount":192,"starsCount":700,"forksCount":111,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-04-28T01:04:18.194Z"}},{"type":"Public","name":"core","owner":"NVIDIA-Merlin","isFork":false,"description":"Core Utilities for NVIDIA Merlin","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":8,"issueCount":18,"starsCount":18,"forksCount":14,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-04-26T22:56:45.167Z"}},{"type":"Public","name":"dataloader","owner":"NVIDIA-Merlin","isFork":false,"description":"The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX","allTopics":["recommender-systems","jax","deep-learning","tensorflow","pytorch"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":8,"issueCount":14,"starsCount":399,"forksCount":24,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-04-16T17:25:23.099Z"}},{"type":"Public","name":"distributed-embeddings","owner":"NVIDIA-Merlin","isFork":false,"description":"distributed-embeddings is a library for building large embedding based models in Tensorflow 2.","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":2,"issueCount":6,"starsCount":41,"forksCount":11,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-10-17T12:53:02.720Z"}},{"type":"Public","name":".github","owner":"NVIDIA-Merlin","isFork":false,"description":"","allTopics":[],"primaryLanguage":{"name":"Shell","color":"#89e051"},"pullRequestCount":1,"issueCount":0,"starsCount":0,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-07-04T16:13:25.400Z"}},{"type":"Public","name":"publications","owner":"NVIDIA-Merlin","isFork":false,"description":"","allTopics":[],"primaryLanguage":{"name":"Jupyter Notebook","color":"#DA5B0B"},"pullRequestCount":0,"issueCount":1,"starsCount":61,"forksCount":9,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-03-22T14:49:18.422Z"}},{"type":"Public","name":"competitions","owner":"NVIDIA-Merlin","isFork":false,"description":"Solutions to Recommender Systems competitions","allTopics":[],"primaryLanguage":{"name":"Jupyter Notebook","color":"#DA5B0B"},"pullRequestCount":0,"issueCount":3,"starsCount":195,"forksCount":45,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-09-13T01:14:39.098Z"}},{"type":"Public","name":"nvtabular_triton_backend","owner":"NVIDIA-Merlin","isFork":false,"description":"Triton Backend for NVTabular","allTopics":[],"primaryLanguage":{"name":"C++","color":"#f34b7d"},"pullRequestCount":0,"issueCount":10,"starsCount":2,"forksCount":2,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-03-02T21:07:56.047Z"}},{"type":"Public","name":"gcp-ml-ops","owner":"NVIDIA-Merlin","isFork":false,"description":"MLOps pipeline for NVIDIA Merlin on GKE","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":1,"starsCount":41,"forksCount":6,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2021-06-10T21:40:22.240Z"}}],"repositoryCount":15,"userInfo":null,"searchable":true,"definitions":[],"typeFilters":[{"id":"all","text":"All"},{"id":"public","text":"Public"},{"id":"source","text":"Sources"},{"id":"fork","text":"Forks"},{"id":"archived","text":"Archived"},{"id":"template","text":"Templates"}],"compactMode":false},"title":"Repositories"}