This tutorial illustrates the basic concepts of committee-based active learning using MACE potentials to represent the potential energy surfaces in simple, illustrative systems. You will find two ...

In this tutorial, we explore the power of self-supervised learning using the Lightly AI framework. We begin by building a SimCLR model to learn meaningful image representations without labels, then ...

Active learning approach for classifing images in the classic MNIST dataset, using Convolutional Neural Networks. The pool-based sampling approach is used, which consists in iteratively choosing ...

Article subjects are automatically applied from the ACS Subject Taxonomy and describe the scientific concepts and themes of the article. A number of approaches are available for more precise rank ...