Have you tried the Windows 8.1 drivers on your computer's HP Pavilion 15-e016tu Notebook PC Drivers page??? Since there are Windows 8.1 drivers listed, one can assume that HP has tested it.
If you have any further questions, please don't hesitate to ask.
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