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Machine Learning Tutorials

In the present section, we introduce the basic functionality of the Machine Learning (ML) operations supported on our platform, implemented through the Exabyte Machine Learning Engine component of our software.

Train ML Model

We explain how a ML model can be trained, based on a set of results of band-gap computations, in this tutorial page.

Predict New Properties with ML

The ML model trained in the above-mentioned initial tutorial can then be employed to statistically predict the band-gap of other similar materials, without the need for further computations. We explain how this can be achieved in this other tutorial.