👩💻 Join our community of thousands of amazing developers!
Beyond L2 Loss — How we experiment with loss functions at LyftMatterhorn — Pixabay photographyEstimating expected time of arrival (ETA) is crucial to what we do at Lyft. Estimates go directly to riders and drivers using our apps, as well as to different teams within Lyft. The Pricing team, for example, uses our ETA estimates in order to determine the rider’s fare. The Dispatch team uses them to find the best matches between drivers and groups of riders.To provide reliable and accurate ETA estima...