Beyond prediction: Assessing stability in feature selection methods for materials science applications

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Ambient's Dreamie offers many of the conveniences of a smartphone-connected device — highly customizable alarm schedules, a library of soundscapes and noise masks, Bluetooth so you can connect earbuds and podcasts (soon). But it is phone-free every step of the way, with all controls and features built-in so you don't end up getting sucked into a doomscroll while you're trying to wind down. It also has a light ring for ambient lighting modes and sunrise wakeups. This spring, it's expected to start providing sleep insights as well for users who opt-in, using its microphone and motion sensors to get a reading on their nightly habits.

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