Update PGS to contain tree based lithotype rules#387

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EJRicketts wants to merge 14 commits intoGeoStat-Framework:mainfrom

EJRicketts:main

Commits on Jun 26, 2025

Enhance PGS functionality with decision tree integration and add example scripts for 2D and 3D simulations
ejricketts
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Only check that dim and number of fields match in spatial approach
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Lithotype calculation decoupled from PGS calc for consistency and lithotype calculation function
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Refactor P retrieval in PGS class for clarity and consistency
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remove helper functions for decision tree
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Added text for examples and required images
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Commits on Jun 27, 2025

update general readme for PGS
ejricketts
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Update docstrings in PGS class
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formatting changes for black, isort, and pylint
ejricketts
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Commits on Nov 11, 2025

Fix formatting in documentation strings for clarity
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Update docstrings to reference DecisionTree and LeafNode classes
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Test expects ValueError when passing invalid fields
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Add unit tests for tree-based PGS functionality
ejricketts
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Black, isort, and pylint changes
ejricketts
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