Code accompanying the book "Machine Learning for Hackers"

Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"

Interesting resources related to XAI (Explainable Artificial Intelligence)

DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and visualisation of predictive models.

Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)

Here I demonstrate how to automatically detect the number of clusters in scRNAseq data

Finding anomalies in a labeled time series and extracting the characteristics of the events that triggered them