Investopedia

Understanding Linear Relationships: Definition & Key Examples

Adam Hayes, Ph.D., CFA, is a financial writer with 15+ years Wall Street experience as a derivatives trader. Besides his extensive derivative trading expertise, Adam is an expert in economics and ...
IEEE

Quantized Distributed Nonconvex Optimization Algorithms With Linear Convergence Under the Polyak–Łojasiewicz Condition

Abstract: This article considers distributed optimization for minimizing the average of local nonconvex cost functions, by using local information exchange over undirected communication networks. To ...
IEEE

Design and Practice of Linear Algebra Visualization Teaching Platform Based on Deep Learning Algorithm

Abstract: In this study, a visualization teaching platform based on deep learning algorithms is designed and implemented to address the problems of abstract concepts and esoteric theories in linear ...
GitHub

FLOP Causal Discovery Algorithm

This repository contains a Rust implementation of the FLOP causal discovery algorithm, available for use from Python and R. It is a score-based algorithm for learning equivalence classes of DAGs from ...
GitHub

Algebra, Topology, Differential Calculus, and Optimization Theory for Computer Science and Machine Learning

Linear Programs The Simplex Algorithm Linear Programming and Duality Basics of Hilbert Spaces General Results of Optimization Theory Introduction to Nonlinear Optimization Subgradients and ...