Abstract: Sleep is vital for wellness, and electroencephalography (EEG) serves as an instrumental tool in the study of sleep. Sleep is classified into four stages: stages N1-N3, and rapid eye movement ...

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Background: Acute kidney injury (AKI) is characterized by rapid loss of renal function and is associated with severe clinical outcomes. Understanding the cellular heterogeneity in urine samples during ...

Soon to be the official tool for managing Python installations on Windows, the new Python Installation Manager picks up where the ‘py’ launcher left off. Python is a first-class citizen on Microsoft ...

Single-cell RNA sequencing (scRNA-seq) has become one of the most widely used technologies in basic biology. With the rise of scRNA-seq, the use of UMAP has become ubiquitous in publications. While ...

RAPIDS cuML 通过使用 GPU 加速引入了更快、更具可扩展性的 UMAP 实现，解决了大型数据集处理中面临的挑战，并通过新算法提升了性能。 RAPIDS cuML 的最新进展承诺在速度和可扩展性方面对均匀流形近似和投影（UMAP）算法带来显著提升。UMAP 是一种流行的降维算法 ...

RAPIDS cuML introduces a faster, scalable UMAP implementation using GPU acceleration, addressing challenges in large dataset processing with new algorithms for improved performance. The latest ...

Abstract: The increasing complexity and high dimensionality of datasets in various fields, such as genomics, image analysis, and natural language processing, have posed significant challenges for ...