A research team has developed a novel method for estimating the predictability of complex dynamical systems. Their work, ...

Explore nonlinear thinking in problem solving and how it fosters creativity, adaptability, and innovation in today’s complex ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector ...

Physics and Python stuff. Most of the videos here are either adapted from class lectures or solving physics problems. I ...

Modern RF design software integrates AI automation, cloud HPC, and multi-technology workflows to address 5G/6G demands and ...

The demo also displays the weights and bias values that were obtained by using the Python language scikit-learn ... The idea here is that the synthetic data does have an underlying, but complex, ...

Abstract: We propose a new dimension reduction method for matrix-valued data called Matrix Non-linear PCA (MNPCA), which is a non-linear generalization of (2D) ${}^{2}$ PCA. MNPCA is based on ...

In Python, built-in data structures like lists ... Hash Tables: Structures associating values with keys, facilitating quick data lookup. Trees: Non-linear hierarchical structures useful in artificial ...