Automatically Extracting Piecewise-Linear Trends from a Time SeriesThis is a translation of my original article on habr.com. My name is Anton Saroka. I am a mathematician and data analyst, and this is my first article on Habr. I would like to talk about an algorithm10 min read·anton-saroka.hashnode.devJun 20
CADE — An Interesting Approach to Finding Anomalies in Multidimensional DataThis is a translation of my original article on habr.com. Introduction One way to search for anomalies in a dataset is to use the probability density function corresponding to the data as a measure of9 min read·anton-saroka.hashnode.devJun 20
How and Why to Compute a Balanced Precision ScoreThe article explains what the balanced precision score is and when it should be used.7 min read·anton-saroka.hashnode.devJun 20
What Is the Distribution of Sample Quantiles?The article describes the distribution of sample quantiles for normal, uniform, and exponential distributions.7 min read·anton-saroka.hashnode.devJun 20
