H2O Release 3.36 (Zorn)
January 7, 2022 H2O H2O Release Open SourceThere’s a new major release of H2O, and it’s packed with new features and fixes! Among the big new features in this release are Distributed Uplift Random Forest, an algorithm typically used in marketing and medicine to model uplift, and Infogram, a new research direction in machine learning that focuses on interpretability and fairness in Admissible […]
New Features Now Available with the Latest Release of the H2O AI Cloud 21.10
October 18, 2021 H2O AI Cloud H2O ReleaseThe Makers here at H2O.ai have been busy building new features and enhancing capabilities across our AI platform. Designed to support our core mission of democratizing AI, these additions to our platform simplify the ability to make AI you can trust, operate it efficiently and innovate with ready-made AI applications. Launched in January of 2021, […]
H2O Release 3.34 (Zizler)
September 15, 2021 H2O H2O Release Open SourceThere’s a new major release of H2O, and it’s packed with new features and fixes! Among the big new features in this release, we’ve added Extended Isolation Forest for improved results on anomaly detection problems, and we’ve implemented the Type III SS test (ANOVAGLM) and the MAXR method to GLM. For existing algorithms, we improved […]
New Improvements in H2O 3.32.0.2
December 17, 2020 H2O Release XGBoostThere is a new minor release of H2O that introduces two useful improvements to our XGBoost integration: interaction constraints and feature interactions. Interaction Constraints Feature interaction constraints allow users to decide which variables are allowed to interact and which are not. Potential benefits: Better predictive performance from focusing on interactions that work – whether through […]
H2O Release 3.32 (Zermelo)
October 14, 2020 H2O Release Open SourceThere’s a new major release of H2O, and it’s packed with new features and fixes! Among the big new features in this release, we’ve added RuleFit — an interpretable machine learning algorithm, introduced a new toolbox for model explainability, made Target Encoding work for all classes of problems, and integrated it in our AutoML framework. On […]
H2O Release 3.30 (Zahradnik)
April 7, 2020 H2O ReleaseThere’s a new major release of H2O, and it’s packed with new features and fixes! Among the big new features in this release, we’ve introduced support for Generalized Additive Models, added an option to build many models in parallel on segments of your dataset, improved support for deploying on Kubernetes, upgraded XGBoost with newly added features, […]
H2O Release 3.28 (Yu)
December 20, 2019 H2O ReleaseThere’s a new major release of H2O, and it’s packed with new features and fixes! Among the big new features in this release, we’ve introduced support for Hierarchical GLM, added an option to parallelize Grid Search, upgraded XGBoost with newly added features, and improved our AutoML framework. The release is named after Bin Yu. Hierarchical GLM […]
New Innovations in Driverless AI
August 20, 2019 Data Science Explainable AI H2O Release Machine Learning Machine Learning Interpretability Recipes TechnicalWhat’s new in Driverless AI We’re super excited to announce the latest release of H2O Driverless AI. This is a major release with a ton of new features and functionality. Let’s quickly dig into all of that: Make Your Own AI with Recipes for Every Use Case: In the last year, Driverless AI introduced time-series […]
H2O Release 3.26 (Yau)
July 30, 2019 H2O ReleaseThere’s a new major release of H2O, and it’s packed with new features and fixes! Among the big new features in this release, we’ve introduced the ability to define a Custom Loss Function in our GBM implementation, and we’ve extended the portfolio of our machine learning algorithms with the implementation of the SVM algorithm. The […]
H2O-3, Sparkling Water and Enterprise Steam Updates
April 10, 2019 Community Data Science H2O Release TechnicalWe are excited to announce the new release of H2O Core, Sparkling Water and Enterprise Steam. Below are some of the new features we have added: H2O-3 Yates (3.24.0.1) – 3/31/2019 Download at: http://h2o-release.s3.amazonaws.com/h2o/rel-yates/1/index.html Bug [PUBDEV-6159] – The AutoMLTest.java test suite now runs correctly on a local machine. [PUBDEV-6189] – Fixed an issue in as_date that […]