outliertest
outliertest is a Python package designed to help identify and handle outliers in datasets. Outliers, also known as anomalies, are data points that deviate significantly from the expected pattern of a dataset. Detecting and addressing these points is crucial in various fields such as data analysis, machine learning, and statistical modeling, as they can skew results and lead to inaccurate conclusions.
The package offers a range of statistical methods for outlier detection. These include univariate methods like
outliertest aims to provide a user-friendly interface for applying these techniques. Users can typically specify the