Kedro vs. NVIDIA RAPIDS Comparison


Kedro	NVIDIA RAPIDS NVIDIA
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Kedro	NVIDIA RAPIDS
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Kedro: 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.	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.
Kedro: 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	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
Kedro: Audience Organizations interested in a toolbox for production-ready data science	NVIDIA RAPIDS: Audience Enterprises in search of a solution to execute end-to-end data science and analytics pipelines entirely on GPUs
Kedro: Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	NVIDIA RAPIDS: Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
Kedro: API Offers API Not Supported	NVIDIA RAPIDS: API Offers API Not Supported
Kedro: Screenshots and Videos View more images or videos	NVIDIA RAPIDS: Screenshots and Videos View more images or videos
Kedro: Pricing Free Free Version Supported Free Trial Not Supported	NVIDIA RAPIDS: Pricing No information available. Free Version Not Supported Free Trial Not Supported
Kedro: 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

Kedro: 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
Kedro: Company Information Kedro kedro.org	NVIDIA RAPIDS: Company Information NVIDIA Founded: 1993 United States developer.nvidia.com/rapids
Kedro: Alternatives Metaflow Netflix	NVIDIA RAPIDS: Alternatives NVIDIA Magnum IO NVIDIA
Kedro: Polars	NVIDIA RAPIDS: Cloudera Data Science Workbench Cloudera
Kedro: Cegal Prizm Cegal	NVIDIA RAPIDS: Azure Data Science Virtual Machines Microsoft
Kedro: MLJAR Studio MLJAR	NVIDIA RAPIDS: Domino Enterprise AI Platform Domino Data Lab 5.0 out of 5 stars
Kedro: SAS Visual Data Science Decisioning SAS View All	NVIDIA RAPIDS: dotData View All
Kedro: Categories Data Science Supported	NVIDIA RAPIDS: Categories AI Infrastructure Supported Data Science Supported

Kedro: Integrations Apache Spark Supported Plotly Dash Supported Amazon SageMaker Supported Anaconda Not Supported Apache Airflow Supported Azure Databricks Supported Azure Machine Learning Supported Databricks Not Supported Docker Supported Domino Enterprise AI Platform Not Supported Gradient Not Supported HPE Ezmeral Data Fabric Not Supported IBM Cloud Not Supported Jupyter Notebook Supported Kinetica Not Supported Kubeflow Supported Matplotlib Supported Python Supported pandas Supported Show More Integrations View All 15 Integrations	NVIDIA RAPIDS: Integrations Apache Spark Supported Plotly Dash Supported Amazon SageMaker Not Supported Anaconda Supported Apache Airflow Not Supported Azure Databricks Not Supported Azure Machine Learning Not Supported Databricks Supported Docker Not Supported Domino Enterprise AI Platform Supported Gradient Supported HPE Ezmeral Data Fabric Supported IBM Cloud Supported Jupyter Notebook Not Supported Kinetica Supported Kubeflow Not Supported Matplotlib Not Supported Python Not Supported pandas Not Supported Show More Integrations View All 17 Integrations
Kedro: Claim Kedro and update features and information Claim Kedro and update features and information	NVIDIA RAPIDS: Claim NVIDIA RAPIDS and update features and information Claim NVIDIA RAPIDS and update features and information