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H2O v3.22.1.6 Release Notes

  • 🚀 Download at: http://h2o-release.s3.amazonaws.com/h2o/rel-xu/6/index.html

    Bug

    [PUBDEV-6335] - In GBM, added a check to ensure that monotonicity constraints can only be used when distribution="gaussian". 🛠 [PUBDEV-6342] - Fixed an issue that caused decreasing monotonic constraints to fail to work correctly. Min-Max bounds are now properly propagated to the subtrees.

    Improvement

    [PUBDEV-6343] - Added internal validation of monotonicity of GBM trees.

    📄 Docs

    ⚡️ [PUBDEV-6337] - Updated the description of monotone_constraints for GBM. This option can only be used for gaussian distributions. 📚 [PUBDEV-6347] - Improved documentation for the EC2 and S3 storage topic for AWS Standalone instances (http://docs.h2o.ai/h2o/latest-stable/h2o-docs/cloud-integration/ec2-and-s3.html#aws-standalone-instance).