366 citations · 699 across the 19 of their papers we have counts for
22 papers
Bandicoot: C++ Library for GPU Linear Algebra and Scientific Computing
Ryan R. Curtin, Marcus Edel, Conrad Sanderson
This report provides an introduction to the Bandicoot C++ library for linear algebra and scientific computing on GPUs, overviewing its user interface and performance characteristic…
mlpack 4: a fast, header-only C++ machine learning library
Ryan R. Curtin, Marcus Edel, Omar Shrit +16
For over 15 years, the mlpack machine learning library has served as a "swiss army knife" for C++-based machine learning. Its efficient implementations of common and cutting-edge m…
The ensmallen library for flexible numerical optimization
Ryan R. Curtin, Marcus Edel, Rahul Ganesh Prabhu +3
We overview the ensmallen numerical optimization library, which provides a flexible C++ framework for mathematical optimization of user-supplied objective functions. Many types of…
An Adaptive Solver for Systems of Linear Equations
Conrad Sanderson, Ryan Curtin
Computational implementations for solving systems of linear equations often rely on a one-size-fits-all approach based on LU decomposition of dense matrices stored in column-major…
Flexible numerical optimization with ensmallen
Ryan R. Curtin, Marcus Edel, Rahul Ganesh Prabhu +3
This report provides an introduction to the ensmallen numerical optimization library, as well as a deep dive into the technical details of how it works. The library provides a fast…
Rk-means: Fast Clustering for Relational Data
Ryan Curtin, Ben Moseley, Hung Q. Ngo +3
Conventional machine learning algorithms cannot be applied until a data matrix is available to process. When the data matrix needs to be obtained from a relational database via a f…