PinnedCausal Wizard appHow to design and manage a Machine Learning projectYou’re about to start a new Machine Learning project. Maybe it’s your first industry project, or a new business problem. Perhaps you’re an…Oct 25, 20233Oct 25, 20233
Causal Wizard appA definitive guide to Refutation and Bootstrap-based statistical significance testing in DoWhyThis article was motivated by our need to fully understand the refutation tests in DoWhy, a popular Python library for Causal effect-size…Jun 2Jun 2
Causal Wizard appHow to measure a causal relationship (part 2/2)For part 1 (study design, setup and modelling), click here.Jan 7Jan 7
Causal Wizard appWhy and how to integrate Causality in predictive modellingMaybe you’re a scientist, data-scientist, Machine-Learning or really any professional with some statistical experience. You’ve heard about…Aug 24, 20231Aug 24, 20231
Causal Wizard appOnline Causal Diagram (and DAG) drawing / editing toolsContentsJul 2, 2023Jul 2, 2023
Causal Wizard appHow to detect collider and mediator variables using Python and NetworkXWhat are colliders and mediators?Jun 16, 2023Jun 16, 2023
Causal Wizard appTo avoid bias caused by confounding, you must control or condition on the right variables.Observational studies look at existing, historical data and try to understand and model the interactions between variables — for example…Jun 15, 20231Jun 15, 20231
Causal Wizard appARCathon 2023For those who missed the news, the ARC challenge is back for round 2 and running for the duration of 2023. We’ve formed a team and will be…May 31, 20231May 31, 20231