The NetMath program is a highly successful distance-learning program that has been offered through the University of Illinois for the past five years. Most student work is done in the form of a Mathematica notebook and submitted over the internet. The NetMath model for distance learning is a...
pythonmathematicamathematics-machine-learningmathematics-education UpdatedDec 15, 2019 Python EsterHlav/Dynamical-Isometry-from-Orthogonality-Neural-Nets Star17 Mathematical consequences of orthogonal weights initialization and regularization in deep learning. Experiments with gain-adjusted orthogonal regularizer on ...
Mathematical concepts are jointly developed with the learners, trying to address shortcomings from own experiences. This is accompanied by reflection processes that make conscious to learners the rationale of mathematical approaches and the creation of mathematical concepts. Teaching mathematics following this...
application; the latter with the generation of random Bethlehem stars. The (parallel) walk-through of the core demonstration is in all three programming languages: Mathematica, Python, and R. Here is the related RStudio project:“RandomMandalasDeconstruction”. Here is a link to the R-computation...
The pair-contact process with diffusion (PCPD), a generalized model of the ordinary pair-contact process (PCP) without diffusion, exhibits a continuous absorbing phase transition. Unlike the PCP, whose nature of phase transition is clearly classified int
While you don't need to be a math wizard to excel in machine learning, grasping the basics of linear algebra, calculus, and statistics is crucial. For example, understanding matrix operations and linear transformations in linear algebra is vital for navigating through machine learning and deep ...
how to solve equations with formulas or how to calculate square roots with the Heron algorithm—computer algebra systems such Mathematica or STACK are adequate tools that allow the development of fully automated examination evaluation and grading. The assessment of conceptual understanding is far more ...
Dynamic Geometry: Revolutionize Your Math Curriculum with GeoGebra and More: Interactive Geometry Software for Engaging and Dynamic Learning Points, lines, shapes in play,
boundary valuesgfrom\partial \varOmegato\varOmega. Considering a labeling functiong:{\overline{\varOmega }}\rightarrow \mathbb {R}which is Lipschitz continuous allows us to restrict it to the finite set of vertices{\mathcal {O}}_n. The target functional for the discrete case has the form...
() function from the math module, explaining its use for calculating square roots of positive numbers and zero, while raising errors for negative inputs.Python Closures: Common Use Cases and Examples: Explains Python closures, inner functions that capture variables from their surrounding scope, ...