pymole 0.1.0a0

Python Mimetic Operators Library Enhanced

PyMOLE

Python implementation of MOLE (Mimetic Operators Library Enhanced)

Description

PyMOLE is a Python implementation of the SDSU's MOLE library, providing mimetic operators for numerical calculations. It offers both pure Python and C++ implementations, allowing users to choose between ease of installation and maximum performance.

Installation

Basic installation (Python-only):

pip install pymole

Full installation (with C++ backend):

pip install pymole[cpp]

Usage

import pymole
import numpy as np

# Create a gradient operator (uses Python backend by default)
grad = pymole.create_gradient(100, 0.1)

# Switch to C++ backend for performance
pymole.use_backend('cpp')
grad = pymole.create_gradient(100, 0.1)

# Apply operator
x = np.random.rand(100)
result = grad @ x

License

This project is licensed under the GNU General Public License v3.0 - see the LICENSE file for details.

Acknowledgments

Based on the original MOLE library:

• Repository: https://github.com/csrc-sdsu/mole
• License: GPL-3.0