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Public·18 members Download: How to Get Started with Open Source, Distributed Machine Learning

This section describes how to download and install the latest stable version of H2O. These instructions are also available on the H2O Download page. Please first make sure you meet the requirements listed here. Java is a prerequisite for H2O, even if using it from the R or Python packages.


Open a terminal window and run the following command to install H2O on the Anaconda Cloud. The H2O version in this command should match the version that you want to download. If you leave the h2o version blank and specify just h2o, then the latest version will be installed. For example:

Go to Click on the Install on Hadoop tab, and download H2O for your version of Hadoop. This is a zip file that contains everything you need to get started.

H2O is an open source interactive platform for conducting numerous machine learning and deep learning tasks with significant ease. has APIs for Python, R and Web UI based flow etc. to make artificial intelligence and machine learning tasks easier for all of us. You can read more about H2O in this link- or for more detailed documentation over the link here- -stable/h2o-docs/flow.html

H2o provides different interfaces to create models and use H2o for eg. Python,Flow GUI, R, etc. As an example, below we show how to create a model using thePython innterface of H2o and also using the H2o Flow GUI. You can use the otherinterfaces too which have comparable functions to train a model and downloadthe model in a MOJO format.

About is the open source leader in AI with a mission is to democratize AI for everyone. is transforming the use of AI with software with its category-creating visionary open source machine learning platform, H2O. More than 18,000 companies use open-source H2O in mission-critical use cases for Finance, Insurance, Healthcare, Retail, Telco, Sales and Marketing. H2O Driverless AI uses AI to do AI in order to provide an easier, faster and cost-effective means of implementing data science. partners with leading technology companies such as NVIDIA, IBM, Intel, AWS, Microsoft Azure and Google Cloud Platform and is proud of its growing customer base which includes Capital One, Progressive Insurance, Comcast, Walgreens and MarketAxess. For more information and to learn more about how is driving an AI Transformation, visit

By default, the download page provides the latest version of Sparkling Water. If you are still having trouble, you may want to try rolling back to a prior version of Sparkling Water that is compatible with your Spark version.

Here are two AnyLogic example models that were refactored for the platform. They are already set up and ready to go, just download them from the links below. Comprehensive documentation is also provided in their companion file.

Alternatively, if you prefer to not use trust_remote_code=True you can download,store it alongside your notebook, and construct the pipeline yourself from the loaded model and tokenizer:

H2O is a modern open source AI platform that allows users to work with predictive models. You can download the latest version of H2O from here:

How to download open source platform

Download for R, Python, Scala or Flow

H2O AI Cloud: download and install guide

Download documentation and tutorials

H2O AutoML: download and get started

Download enterprise support and services

H2O Sparkling Water: download and integrate with Spark

Download case studies and use cases

H2O Driverless AI: download and automate machine learning

Download community edition and join the movement

H2O Wave: download and build AI apps

Download webinar recordings and slides

H2O MLOps: download and manage machine learning models

Download white papers and ebooks

H2O Q: download and generate natural language questions

Download datasets and benchmarks

H2O Explainable AI: download and interpret machine learning models

Download blog posts and articles

H2O Time Series: download and forecast with machine learning

Download podcasts and videos

H2O Responsible AI: download and build ethical machine learning models

Download cheat sheets and reference guides

H2O Feature Store: download and manage machine learning features

Download events and meetups calendar

H2O NLP: download and analyze text with machine learning

Download awards and recognitions

H2O Computer Vision: download and process images with machine learning

Download careers and job opportunities

H2O Model Ops: download and deploy machine learning models

Download partners and customers list

H2O Tabular: download and handle structured data with machine learning

Download testimonials and reviews

H2O Geospatial: download and work with spatial data with machine learning

Download press releases and media coverage

H2O Anomaly Detection: download and identify outliers with machine learning

Download newsletters and updates

H2O Optimization: download and solve optimization problems with machine learning

Download courses and certifications

H2O Graph: download and analyze network data with machine learning

Download social media channels and follow us

H2O Reinforcement Learning: download and learn from feedback with machine learning

Download company profile and history

H2O Survival Analysis: download and model time-to-event data with machine learning

Download code of conduct and values

H2O Recommendation Systems: download and build personalized recommendations with machine learning

Download terms of service and privacy policy

H2O Fraud Detection: download and prevent fraud with machine learning

Download contact information and support options

H2O Risk Modeling: download and assess risk with machine learning


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