Kedro vs. NVIDIA Merlin Comparison


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About Kedro is the foundation for clean data science code. It borrows concepts from software engineering and applies them to machine-learning projects. A Kedro project provides scaffolding for complex data and machine-learning pipelines. You spend less time on tedious "plumbing" and focus instead on solving new problems. Kedro standardizes how data science code is created and ensures teams collaborate to solve problems easily. Make a seamless transition from development to production with exploratory code that you can transition to reproducible, maintainable, and modular experiments. A series of lightweight data connectors is used to save and load data across many different file formats and file systems.	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).
Platforms Supported Windows Not Supported Mac Not Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	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
Audience Organizations interested in a toolbox for production-ready data science	Audience Data scientists wanting an open-source framework for building high-performing recommender systems
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Supported
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	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

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Kedro kedro.org	Company Information NVIDIA United States developer.nvidia.com/merlin
Alternatives Metaflow Netflix	Alternatives Merlin
Polars	Merlin Chain
Cegal Prizm Cegal	Merlin Software
MLJAR Studio MLJAR	Merlin Business Intelligence Merlin Business Software
SAS Visual Data Science Decisioning SAS View All	MERLIN Tempus EE Memex View All
Categories Data Science Supported	Categories Data Science Supported

Integrations Amazon SageMaker Supported Apache Airflow Supported Apache Spark Supported Azure Databricks Supported Azure Machine Learning Supported Dask Supported Docker Supported Gemini Enterprise Agent Platform Supported Jupyter Notebook Supported Kubeflow Supported MLflow Supported Matplotlib Supported NVIDIA TensorRT Not Supported Plotly Dash Supported Python Supported pandas Supported Show More Integrations View All 15 Integrations	Integrations Amazon SageMaker Not Supported Apache Airflow Not Supported Apache Spark Not Supported Azure Databricks Not Supported Azure Machine Learning Not Supported Dask Not Supported Docker Not Supported Gemini Enterprise Agent Platform Not Supported Jupyter Notebook Not Supported Kubeflow Not Supported MLflow Not Supported Matplotlib Not Supported NVIDIA TensorRT Supported Plotly Dash Not Supported Python Not Supported pandas Not Supported Show More Integrations View All 1 Integration
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