C++ Libraries for Scientific Software Development
by
Version 0.1.0 Now Available
We are excited to announce the official release of version 0.1.0, now available for download. This milestone release marks the transition of the suite into its first public stable development phase. In addition to critical performance optimizations for C++ linear algebra, this version serves as the foundational dependency for our upcoming GPU-accelerated library, . Developers can now access the full documentation and updated API references to begin integrating these high-performance tools into their computational workflows.
About
is a suite of C++11 libraries engineered for advanced scientific and computational development. While traditional functional programming frameworks provide the high-performance capabilities necessary for production-level code, they often present a steep learning curve characterized by exhaustive documentation and overly complex API argument structures. is designed to bridge the gap between these established legacy frameworks and modern object-oriented paradigms, delivering a streamlined development experience without compromising on efficiency, robustness, or performance.
Features
The objective of this project is to develop a suite of dedicated, parallel, and portable C++ libraries featuring a streamlined and intuitive API to simplify the development process. The project targets the following computational areas:
- Matrix Algebra General-purpose dense, sparse, and low-rank matrix algebra
- Linear Systems High-performance linear solvers and Eigen/QR/SVD decompositions
- Architectural Design Minimal operator design utilizing a virtual operation layer
- Distributed Computing Message Passing Interface (MPI) utilities
- GPU Accelerated Computing GPU acceleration Interface over
Software
(Compact Linear Algebra Parallel Portable Package) a high-performance linear algebra library that leverages advanced object-oriented programming (OOP) design patterns. Its intuitive API is engineered to facilitate the development of high-quality code with minimal overhead and effort.
a lightweight C++ interface built upon libraries, engineered to simplify linear algebra GPU computations on accelerators significantly. Currently under development, is scheduled for release as an integral component of the suite.
A key architectural feature of cuLite is its direct reliance on as a core dependency. By integrating ’s high-level object-oriented wrappers, cuLite bridges the gap between CPU-based linear algebra logic and GPU-accelerated execution, ensuring that users can transition complex scientific computations to hardware without losing the intuitive interface and robust numerical framework provided by the underlying library.
(Compact Message Passing Interface) a modern C++ interface engineered to simplify distributed computing and inter-node communication significantly. Currently in the development phase, is scheduled for release as an integral component of the suite.
Download
The source code for is hosted on GitHub, where you can also find comprehensive build and installation instructions.
