Auger.AI Cloud Launches!

We are very excited to announce the launch of Auger.AI Cloud!  Auger.AI Cloud is a fully hosted service giving you the ability to run automated machine learning experiments to find the best predictive model in seconds and  deploy models locally or as a free (rate-limited) prediction web service on our cloud. No more need to bring your own cloud service account. Sign up here.

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How Does Auger.AI Provide Such Fast And Accurate AutoML?

In our last post, we pointed out that Auger outperforms the new Microsoft AutoML and other AutoML tools such as H2O and TPOT. Specifically, we took the OpenML datasets that Microsoft used to compare their AutoML with other tools, time limited to one hour and compared Auger’s predictive models (algorithms plus hyperparameters). The big question we have received on this is “how is this possible to have such dramatically higher accuracy?”.

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WebRealizer - Bruno Steiger
Auger’s New Demo Mode

Auger.AI is a free service which automates running multiple trials with your Amazon Web Services account to find the best machine learning model for your dataset. For those of you who just want to try Auger without using your AWS we have now introduced “demo mode”.

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WebRealizer - Bruno Steiger
Ensembles in Auger

Among the many advanced automated machine learning techniques which Auger offers, one is to provide better predictive results is ensemble generation. Ensemble generation is a powerful technique which aims to increase the predictive performance for a given machine learning task by combining several predictive models.

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