Visual Studio Magazine

Linear Regression with Pseudo-Inverse Training Using JavaScript

Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression with pseudo-inverse training implemented using JavaScript. Compared to other training techniques, such as ...
GitHub

Baloon is a command-line tool and Python library for converting between geospatial vector formats. Convert BLN, Shapefile, GeoJSON, KML, GeoPackage, and SVG files quickly and ...

The output path must be a directory; it will be created if it does not exist. Input formats are auto-detected per file. Unsupported formats and write-only inputs (e.g., SVG) are skipped with a warning ...
GitHub

Vector Coherent Mode Decomposition (VCMD)

The core of this work is the Vector Coherent Mode Decomposition (VCMD), a numerical method to analyze the statistical properties of arbitrary, partially coherent vector beams. The method is based on ...
IEEE

SSpMV: A Sparsity-aware SpMV Framework Empowered by Multimodal Machine Learning

Abstract: Sparse Matrix-Vector Multiplication (SpMV) is an essential sparse operation in scientific computing and artificial intelligence. Efficiently adapting SpMV algorithms to diverse matrices and ...
IEEE

DenSparSA: A Balanced Systolic Array Approach for Dense and Sparse Matrix Multiplication

Abstract: Numerous studies have proposed hardware architectures to accelerate sparse matrix multiplication, but these approaches often incur substantial area and power overhead, significantly ...