Ion Weekly Update: 6/19/18
datascience·@hydrogenapi·
0.000 HBDIon Weekly Update: 6/19/18
<html> <p><img src="https://cdn-images-1.medium.com/max/800/1*eWYm3Dm7s0t8lLWYRW4pow.jpeg" width="800" height="599"/></p> <p>Welcome to the first official update from the Ion team!Ion is an AutoML API that has been in development since 2017. It leverages open-source machine learning packages and customized hyper-parameter optimization algorithms to find the machine learning pipeline with the best fit for your data. Currently, the API optimizes machine learning pipelines from H2O.ai and scikit-learn, with Spark ML and others coming soon.Additional things we’ll be working on include:</p> <ul> <li>Automated feature extraction capabilities</li> <li>Hyper-parameter optimization and AutoML for time-series models</li> <li>Support for more complex modeling techniques such as Neural Networks and Bayesian modeling</li> <li><em>Ionized</em> products, which are AutoML products built with Ion to solve specific machine learning problems</li> </ul> <p>Ion is currently in <strong>beta</strong>. </p> <p><em>We’d love to hear from you! Please get in touch via</em> <a href="https://discord.gg/VR6uQRn"><em>Discord</em></a><em>,</em> <a href="http://www.reddit.com/r/projecthydro"><em>Reddit</em></a><em>, or</em> <a href="https://t.me/joinchat/IMnWCE7MpLpRzxFC1L3O-g"><em>Telegram</em></a><em>.</em></p> </html>