NVIDIA Merlin vs. NVIDIA RAPIDS Comparison


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NVIDIA Merlin	NVIDIA RAPIDS
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NVIDIA Merlin: About NVIDIA Merlin empowers data scientists, machine learning engineers, and researchers to build high-performing recommenders at scale. Merlin includes libraries, methods, and tools that streamline the building of recommenders by addressing common preprocessing, feature engineering, training, inference, and deploying to production challenges. Merlin components and capabilities are optimized to support the retrieval, filtering, scoring, and ordering of hundreds of terabytes of data, all accessible through easy-to-use APIs. With Merlin, better predictions, increased click-through rates, and faster deployment to production are within reach. NVIDIA Merlin, as part of NVIDIA AI, advances our commitment to supporting innovative practitioners doing their best work. As an end-to-end solution, NVIDIA Merlin components are designed to be interoperable within existing recommender workflows that utilize data science, and machine learning (ML).	NVIDIA RAPIDS: About The RAPIDS suite of software libraries, built on CUDA-X AI, gives you the freedom to execute end-to-end data science and analytics pipelines entirely on GPUs. It relies on NVIDIA® CUDA® primitives for low-level compute optimization, but exposes that GPU parallelism and high-bandwidth memory speed through user-friendly Python interfaces. RAPIDS also focuses on common data preparation tasks for analytics and data science. This includes a familiar DataFrame API that integrates with a variety of machine learning algorithms for end-to-end pipeline accelerations without paying typical serialization costs. RAPIDS also includes support for multi-node, multi-GPU deployments, enabling vastly accelerated processing and training on much larger dataset sizes. Accelerate your Python data science toolchain with minimal code changes and no new tools to learn. Increase machine learning model accuracy by iterating on models faster and deploying them more frequently.
NVIDIA Merlin: Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	NVIDIA RAPIDS: Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
NVIDIA Merlin: Audience Data scientists wanting an open-source framework for building high-performing recommender systems	NVIDIA RAPIDS: Audience Enterprises in search of a solution to execute end-to-end data science and analytics pipelines entirely on GPUs
NVIDIA Merlin: Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	NVIDIA RAPIDS: Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
NVIDIA Merlin: API Offers API Supported	NVIDIA RAPIDS: API Offers API Not Supported
NVIDIA Merlin: Screenshots and Videos View more images or videos	NVIDIA RAPIDS: Screenshots and Videos View more images or videos
NVIDIA Merlin: Pricing No information available. Free Version Not Supported Free Trial Supported	NVIDIA RAPIDS: Pricing No information available. Free Version Not Supported Free Trial Not Supported
NVIDIA Merlin: Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	NVIDIA RAPIDS: Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

NVIDIA Merlin: Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	NVIDIA RAPIDS: Training Documentation Supported Webinars Not Supported Live Online Supported In Person Supported
NVIDIA Merlin: Company Information NVIDIA United States developer.nvidia.com/merlin	NVIDIA RAPIDS: Company Information NVIDIA Founded: 1993 United States developer.nvidia.com/rapids
NVIDIA Merlin: Alternatives Merlin	NVIDIA RAPIDS: Alternatives NVIDIA Magnum IO NVIDIA
NVIDIA Merlin: Merlin Chain	NVIDIA RAPIDS: Cloudera Data Science Workbench Cloudera
NVIDIA Merlin: Merlin Software	NVIDIA RAPIDS: Azure Data Science Virtual Machines Microsoft
NVIDIA Merlin: Merlin Business Intelligence Merlin Business Software	NVIDIA RAPIDS: Domino Enterprise AI Platform Domino Data Lab 5.0 out of 5 stars
NVIDIA Merlin: MERLIN Tempus EE Memex View All	NVIDIA RAPIDS: dotData View All
NVIDIA Merlin: Categories Data Science Supported	NVIDIA RAPIDS: Categories AI Infrastructure Supported Data Science Supported

NVIDIA Merlin: Integrations Anaconda Not Supported Apache Spark Not Supported Capital One Spark Business Banking Not Supported Databricks Not Supported Domino Enterprise AI Platform Not Supported Gradient Not Supported HEAVY.AI Not Supported HPE Ezmeral Data Fabric Not Supported IBM Cloud Not Supported Iguazio Not Supported Kinetica Not Supported NVIDIA FLARE Not Supported NVIDIA TensorRT Supported Nuclio Not Supported Plotly Dash Not Supported Show More Integrations View All 1 Integration	NVIDIA RAPIDS: Integrations Anaconda Supported Apache Spark Supported Capital One Spark Business Banking Supported Databricks Supported Domino Enterprise AI Platform Supported Gradient Supported HEAVY.AI Supported HPE Ezmeral Data Fabric Supported IBM Cloud Supported Iguazio Supported Kinetica Supported NVIDIA FLARE Supported NVIDIA TensorRT Not Supported Nuclio Supported Plotly Dash Supported Show More Integrations View All 17 Integrations
NVIDIA Merlin: Claim NVIDIA Merlin and update features and information Claim NVIDIA Merlin and update features and information	NVIDIA RAPIDS: Claim NVIDIA RAPIDS and update features and information Claim NVIDIA RAPIDS and update features and information