Program Synthesis framework that features heuristics methods (e.g., Genetic Programming) and grammars are defined in Python dataclasses

genetic-programming grammar-guided-genetic-programming program-synthesis
2 Open Issues Need Help Last updated: Jun 25, 2025

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AI Summary: The task is to evaluate the performance of the GeneticEngine library's InformedDownsampling method against the existing Lexicase Selection method, potentially using the provided Lexicase Selection reference implementation as a benchmark. This involves comparing their speeds and possibly other relevant metrics to determine if InformedDownsampling is indeed faster.

Complexity: 4/5
enhancement help wanted good first issue operators

Program Synthesis framework that features heuristics methods (e.g., Genetic Programming) and grammars are defined in Python dataclasses

Python
#genetic-programming#grammar-guided-genetic-programming#program-synthesis

AI Summary: The task is to remove unnecessary dependencies (mypy and purest) from the GeneticEngine Python project's `pyproject.toml` file. This might involve refactoring code to remove reliance on these tools or making them optional dependencies, installable only when needed.

Complexity: 3/5
enhancement help wanted good first issue dependencies

Program Synthesis framework that features heuristics methods (e.g., Genetic Programming) and grammars are defined in Python dataclasses

Python
#genetic-programming#grammar-guided-genetic-programming#program-synthesis