IEEE

Why Do Machine Learning Notebooks Crash? An Empirical Study on Public Python Jupyter Notebooks

Abstract: Jupyter notebooks have become central in data science, integrating code, text and output in a flexible environment. With the rise of machine learning (ML), notebooks are increasingly used ...

The 'Learn to Code' era is over — as an AI editor, here's the 'Intent Architecture ...

Coding is becoming a background task. Discover why the "syntax barrier" has vanished and the three orchestration skills I’m ...
IEEE

Watch Your Callback: Offline Anomaly Detection Using Machine Learning in ROS 2

Abstract: Robotic systems are increasingly prevalent across various fields, necessitating a strong focus on safety and security. The evolution from ROS 1 to ROS 2 has addressed many security concerns; ...
Eos

Machine Learning Could Enhance Earth System Modeling

Machine learning (ML)-based models hold great potential to enhance and perhaps transform simulations of the Earth’s weather and climate across the range from synoptic to seasonal to annual to ...
BMJ

Accuracy of machine learning and traditional statistical models in the prediction of ...

Objectives To evaluate whether postpartum haemorrhage (PPH) can be predicted using both machine learning (ML) and traditional statistical models. Design Diagnostic systematic review and meta-analysis ...