In this repository, we present the code of "CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting". conda create -n cmamba ...

Model Explorer offers an intuitive and hierarchical visualization of model graphs. It organizes model operations into nested layers, enabling users to dynamically expand or collapse these layers. It ...

Abstract: Multivariate time series forecasting (MTSF) endeavors to predict future observations given historical data, playing a crucial role in time series data management systems. With advancements ...

Abstract: This paper presents SPDM, an innovative spatiotemporal-periodic diffusion model for multivariate time series interpolation, which addresses the challenges of spatiotemporal dependency and ...

Chinese AI company DeepSeek has released version 3.1 of its flagship large language model, expanding the context window to 128,000 tokens and increasing the parameter count to 685 billion. The update ...

A decade ago, planners in Beijing unveiled Made in China 2025, an ambitious scheme to take leadership of the industries of the future. The plan identified ten sectors for investment, including energy, ...

为解决数字时代健康信息过载与错误信息泛滥的问题，Hatice Mutlu等研究人员基于健康信念模型(HBM)和媒体系统依赖理论(MSDT)，通过广义有序Logit模型(GOLM)分析了土耳其477名受访者的媒体素养四个子维度（获取、分析、评估、传播）对健康 literacy水平的影响。