datamaths 0.1.0

Reference code snippets for matrix operations, calculus, and optimization algorithms

datamaths

A pip-installable package built from OMDS.py. Each function prints out a ready-to-run code snippet (matrix operations, differentiation/integration, Newton's method, Lagrange multipliers, KKT conditions, BFGS, PSO, Flower Pollination Algorithm, etc.) by raising it as a RuntimeError, so you can copy it straight from the traceback.

Install (from this folder)

pip install .

Or, for editable/development install:

pip install -e .

Usage

import datamaths

datamaths.commands()   # list all available snippet functions
datamaths.p1Matrixopr()  # raises RuntimeError containing the matrix-ops snippet

Available functions

• p1Matrixopr()
• p2vectorInte()
• p3simplexDuality()
• p4newton()
• p5secant()
• p6langrange()
• p7kkt()
• p8bfgs()
• p9swarm()
• p10flower()
• alllib() – prints required third-party libraries and pip install commands
• commands() – lists all function names