Therefore it is of interest to determine which classification algorithm is the best one for a given task. Although direct comparisons can be made for any given problem using a cross-validation evaluation, it is desirable to avoid this, as the computational costs are significant. We describe a ...
For each finite set of points in a Euclidean space of any dimension, the algorithm presented here determines all the algebraically best fitting circles or ... Y Nievergelt - 《Linear Algebra & Its Applications》 被引量: 37发表: 2001年 Robust and compact maximum margin clustering for high-dim...
Bat algorithm: a novel approach for global engineering optimization Nature-inspired algorithms are among the most powerful algorithms for optimization. In this study, a new nature-inspired metaheuristic optimization algorit... XS Yang,AH Gandomi - Professional Publications, 被引量: 775发表: 2012年 Lea...
Best Subset Selection algorithm for Regression, Classification, Count, Survival analysis - Mamba413/bess
The course is created on the theory that Games are the simplest test environment for AI, and when an algorithm can beat a game, it is proof that same principles can be applied to real world challenges. Therefore, the course uses a simulated AI environment, OpenAI Gym (a project backed by...
With the resurgence of neural networks in the 2010s, in-depth learning became essential for machine learning practitioners and even for many software engineers. This book provides a wide range of role for data scientists and software engineers with experience in machine learning. You will start wit...
We state how the $\mathcal{H}S$ inner product of an arbitrary operator and a rank one operator can be calculated in an efficient way; and we use this result to provide a numerically efficient algorithm to find the best approximation, in the Hilbert–Schmidt sense, of an arbitrary matrix,...
You will learn the necessary skills for using the machine learning techniques to solve complex real-world problems, by identifying the right method for your task and implementing the right algorithm successfully. It is a very comprehensive Machine Learning training program that comprises of 4 courses...
codetective 37.f94d9e8 A tool to determine the crypto/encoding algorithm used according to traces of its representation. https://www.digitalloft.org/init/plugin_wiki/page/codetective complemento 0.7.6 A collection of tools for pentester: LetDown is a powerful tcp flooder ReverseRaider is a doma...
Focus on computer vision with convolutional neural networks (CNNs) for image classification Learn neural style transfer to merge image styles and contents along the lines of the influential paper A Neural Algorithm of Artistic Style Use recurrent neural networks (RNNs) for sequential data in text ...