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We introduce MOMENT, a family of open-source foundation models for general-purpose time-series analysis. Pre-training large models on time-series data is challenging due to (1) the absence a large and cohesive public time-series repository, and (2) diverse time-series characteristics which make multi-dataset training onerous.
Comprehensive benchmarks to evaluate time-series foundation models on diverse datasets and tasks are in their nascent stages. To evaluate MOMENT, we build on the multi-task time-series modeling benchmark first proposed by Wu et al. [2023] along multiple dimensions.
Oct 29, 2009 · Sprint's first Android-powered smartphone, the Samsung Moment combines high-speed connectivity via Sprint's dependable 3G network (EVDO Rev. A.), with access to built-in Google mobile services--including Google Search, Google Maps, Gmail, and YouTube, as well as thousands of applications available in Android Market.
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Mar 3, 2024 · In this sense, MOMENT is: The first family of open-source, large pre-trained time-series models. Designed to serve foundational roles across various time-series analysis tasks:...
Apr 27, 2020 · How do you create a Sprint Goal out of the unrelated set of items at the top of your Product Backlog? And should everything on the Sprint Backlog be related to the Sprint Goal? In this post I work from examples of a real product, and the Sprint Goals we used there, to answer those questions.
A sprint is a short, time-boxed period when a scrum team works to complete a set amount of work. Sprints are at the very heart of scrum and agile methodologies, and getting sprints right will help your agile team ship better software with fewer headaches.
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Feb 9, 2024 · Arxiv code: Arxiv:2402.03885. Summary. What is new: Introduction of MOMENT, a new family of foundational models specifically for time-series analysis, leveraging a unique compilation of diverse public time-series data.
