# Define paths to data sets. If you don't keep your data in the same directory as the code, adapt the path names. # Compute the mean, trimmed mean, and median for Population. For `mean` and `median` ...

Abstract: As the field of machine learning continues to advance, the importance of effective exploratory data analysis (EDA) cannot be overstated, especially in the context of classification problems.

Abstract: Existing data visualization tools predominantly rely on manual development or traditional software solutions to translate raw data into meaningful visual representations. However, these ...

Scientists have created the smallest QR code in the world, measuring just 3.07 × 10⁻⁹ square inches (1.98 square micrometers). It can preserve data for thousands of years and it's so small that you ...

3 Erasmus MC University Medical Center Sophia Children's Hospital, Rotterdam, Netherlands Due to the growing use of high-dimensional data and methodological advances in medical research, ...

RNA sequencing (RNA-Seq) is a high-throughput sequencing approach that enables comprehensive quantification of transcriptomes at a genome-wide scale. As a result, RNA-Seq has become a routine ...

Knowledge distillation from Large Language Models (LLMs) to locally hosted Small Language Models (SLMs) provides advantages for Data Analysis Code Generation (DACG) such as privacy protection. However ...