AgLight

AgLight is a Python module that provides an ultra-accelerating decorator for scientific and numerical functions. It automatically uses Numba JIT compilation and parallelization if available, or falls back to multiprocessing for heavy computations if Numba is not installed.

Features

• @light decorator: Accelerates your functions with minimal code changes.
• Uses Numba JIT and parallelization for optimal speed.
• Falls back to multiprocessing for large workloads if Numba is unavailable.
• Simple API: just decorate your function with @light.

Installation

pip install AgLight

Usage

from AgLight import light

@light
def my_heavy_function(n):
    total = 0
    for i in range(n):
        total += i * i
    return total

print(my_heavy_function(1000000))

Requirements

• Python 3.7+
• numpy
• (Optional) numba for maximum acceleration

License

MIT