Blog
Developments in automated analysis, new software, research commentary and notes on where the field is going.
Gaussian Process Kernels Explained
A practical guide to GP kernels: SE, periodic, linear, Matérn, changepoint and white noise, and what their products mean.
What Is Automated Exploratory Data Analysis?
Automated EDA explained: what profilers measure, the failure modes, and how to use the output properly.
How Automated Time-Series Analysis Works
How automated time-series systems detect trend, seasonality and changepoints, and how to judge their output.
How Gaussian Processes Work
Gaussian processes explained: distributions over functions, kernels, composition, and where GPs struggle.
How Automated Statistical Analysis Works
The pipeline behind automated statistical analysis: profiling, model grammar, search, scoring, criticism and translation.
What Is an Automatic Statistician?
An automatic statistician searches a space of models, scores them, and explains the winner in language a person can check.