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…)

Thoughts on NLP's Rapid Growth as a super popular domain in Machine Learning... (more…)

Benchmark datasets play a central role in the organization of machine learning research. They coordinate researchers around shared research problems and serve as a measure of progress towards shared goals. Despite the foundational role of benchmarking pra... (more…)

AIDE: the Machine Learning CodeGen Agent. Contribute to WecoAI/aideml development by creating an account on GitHub. (more…)

Machine learning and deep learning are changing the world and becoming critical components of it. Articles such as “WHY DEEP LEARNING IS SUDDENLY CHANGING YOUR LIFE” [9] by Forbes and “Are Computers Already Smarter Than Humans?” [10] by Time, demonstrate ... (more…)