kernelfoundry.algorithm

Algorithm code of kernelfoundry (runs evolutionary algorithm).

Modules

answer_processor	AnswerProcessor class for postprocessing LLM responses into Program objects.
evolve_database_optimization_aware	Production MAP-Elites Database for Optimization-Aware Kernel Evolution
inference_server	Inference classes for submitting LLM queries.
problem_logger	Logger for kernel generation and evaluation results.
prompts	Prompt construction module for kernel generation
qd_gradient	Quality-Diversity Gradient Module for MAP-Elites Kernel Evolution
schemas	Interfaces and schemas for kernel Program objects and evaluation results.
utils	Utility functions for algorithm module.