Case Studies

IoT & Mobile


Video infrastructure client needs very small models for mobile devices

The Data:

16K instances; 107 features; 2 classes


Both Brainome and sklearn produce models that achieve 85% accuracy but Brainome’s model is 100 Kilobytes in size whereas the sklearn model is 20 Megabytes (200X larger)

Audio Study

Build an Audio detector using 10 neurons in less than 1 day

Ovarian Cancer Study

Find the key genes expression out of 21,000 for ovarian cancer diagnosis

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