H2O Wave allows for easily building front ends to your projects. I was recently inspired by this tutorial notebook which explains how to use open source H2O-3 for finding anomalies in a dataset. Part of this process is using the H2O-3 aggregator function to visualize relationships in large datasets. A data scientist is at home in a Jupyter Notebook, but we could make it easier for ourselves and analysts or other business users to run this code and benefit from the H2O-3 aggregator function by building a front-end using H2O Wave.
New in Wave ML: Overview
Several versions of H2O Wave ML have been released since the last announcement. Wave ML can now run on H2O AI Hybrid Cloud, utilize H2O Driverless AI (DAI) to train the models and push them into H2O MLOps. In addition, new utility functions were introduced to support H2O Enterprise Steam together with MLOps and minor changes to API were made.
Wave ships with a growing library of cards and components for assembling user interfaces. For most apps, the built-in components can be adequate. They're designed to work well with each other, with consistent typography, layout and theming; and the library of components keeps expanding with each new release.
New in Wave 0.15: WaveDB
Wave v0.15 is out. This release ships with WaveDB, a lightweight companion database to Wave, based on SQLite.
Introducing R API for Wave
Today, we are happy to announce preliminary support for the R language in H2O Wave. We now ship an R package that allows you build and control dashboards in Wave, and has feature-parity with Python Wave Scripts.
Wave 0.14 released
Wave v0.14 is released. This is mainly a security, performance, and bugfix release. The release also includes experimental support for building and controlling Wave dashboards using the R programming language.
Introducing Wave ML - AutoML for Wave Apps
Today, we're excited to announce H2O Wave ML, an open-source extension to Wave that makes it easy to use automatic machine learning in your Wave apps.
$ pip install h2o-wave[ml]
In this article, we look at what Wave ML can do for you, how to get started, and what predictive applications look like in practice.
Routing, Themes and Analytics
Wave v0.12 shipped last week, with support for handling queries and routes using decorators and experimental support for switching themes. Here's a rundown of the major features.
Responsive Layouts and Inline Components
Today, we're excited to announce H2O Wave v0.11.0, with support for responsive layouts, inline form components, new cards for organizing content, and lots more.
Introducing Live Reload
Today, we're excited to announce H2O Wave v0.9.0, with a new
wave CLI, live-reload, improved performance, background tasks and ASGI compatibility.