The python codes for different optimization algorithms will be uploaded in this repository. The algorithms are both univariant and multi-variant.

SPGD: Search Party Gradient Descent algorithm, a Simple Gradient-Based Parallel Algorithm for Bound-Constrained Optimization. Link: https://www.mdpi.com/2227-7390/10/5/800

The Python Binary Optimization Compiler Script is a powerful command-line tool designed to provide performance optimization and code protection for Python scripts. It compiles Python code into native machine code executables, offering significant speed improvements and enhanced security.

Claude Code skill for Python optimization using real-world benchmarks from Python 3.14. Guides code generation with concrete performance data on data structures, JSON libraries, async overhead, and more.

Models utilizing python optimization packages, ranging from supply chain models to an Oregon Congressional District model.

this Python script provides an interactive way to optimize fonts using the `pyftsubset` tool from the `fonttools` library. It allows users to customize various aspects of font subsetting, including which characters to keep, layout features to retain, and the output font format.

The Standalone Windows Executable Version of Python Binary Optimization Compiler is a dedicated Windows application designed to provide performance optimization and code protection for Python scripts. It compiles Python code into native machine code executables, achieving significant speed improvements and enhanced security.