30 citations · 38 across the 8 of their papers we have counts for
9 papers
Fast GPU Linear Algebra via Compile Time Expression Fusion
Ryan R. Curtin, Marcus Edel, Conrad Sanderson
We describe the Bandicoot GPU linear algebra toolkit for C++, which prioritises ease of use without compromising efficiency. Bandicoot's API aims for compatibility with the popular…
Bandicoot: A Templated C++ Library for GPU Linear Algebra
Ryan R. Curtin, Marcus Edel, Conrad Sanderson
We introduce the Bandicoot C++ library for linear algebra and scientific computing on GPUs, overviewing its user interface and performance characteristics, as well as the technical…
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…
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…