cupyint Documentation

cupyint is a CuPy-based library for numerical integration.

cupyint is open-source, please see this repository in GitHub.

cupyint is jointly developed with torchint and numpyint. These three packages are developed together using the same algorithm but are based on different Python packages. This is to provide high-performance integration operations both on CPU and GPU. Additionally, torchint is specifically designed for machine learning (preserving parameter gradients).

Check out the Usage section for further information, including the Installation of this project.

Note

This project is under active development.

Contents

• Usage
  • Installation
• Tutorial
  • Overview
  • Trapezoidal integration
  • Simpson’s integration
  • Boole’s integration
  • Gaussian quadrature
  • Monte Carlo integration
• Comparison
• API