How to teach a novice the most complex thing in the world “Machine Learning”. If you too fear from Machine Learning, do not worry…

Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable. (more…)

In the context of science, the well-known adage "a picture is worth a thousand words" might well be "a model is worth a thousand datasets." Scientific models, such as Newtonian physics or biological gene regulatory networks, are human-driven simplificatio... (more…)

FairPut - Fair Machine Learning Outputs (Explainability, Robustness, Fairness) - firmai/fairput... (more…)

This work is licensed under a Creative Commons Attribution-NonCommercial 2.5 License. (more…)