Markov Affinity-based Graph Imputation of Cells (MAGIC) is an algorithm for denoising high-dimensional data most commonly applied to single-cell RNA sequencing data. MAGIC learns the manifold data, ...

The design of Pediatric Intensive Care Unit (PICU) rooms significantly impacts patient care and satisfaction. The aims were first, to describe the current physical space across PICUs in the USA, and ...

风险价值(VaR)是金融领域广泛使用的风险度量，它量化了在特定时间范围内和给定置信度水平下投资或投资组合的潜在损失。它提供了一个单一的数字，代表投资者在正常市场条件下可能经历的最大损失。VaR是风险管理、投资组合优化和法规遵从的重要工具。

hyswap (HYdrologic Surface Water Analysis Package), is a Python package which provides a set of functions for manipulating and visualizing USGS water data. Specifically, a number of functions for ...

PyOD is a versatile toolkit for detecting outliers in multivariate data, introduced in 2019. Outlier detection identifies data points that significantly differ from the majority, aiding in tasks like ...

Statistical machine learning methods are increasingly used for neuroimaging data analysis. Their main virtue is their ability to model high-dimensional datasets, e.g., multivariate analysis of ...