Ion Weekly Update: 6/19/18

in #datascience6 years ago

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:

  • Automated feature extraction capabilities
  • Hyper-parameter optimization and AutoML for time-series models
  • Support for more complex modeling techniques such as Neural Networks and Bayesian modeling
  • Ionized products, which are AutoML products built with Ion to solve specific machine learning problems

Ion is currently in beta

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