Comprehensive docstring improvements for core LinearSolve types and functions #728
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- Document LinearCache struct with detailed field descriptions - Add docstrings for utility functions: init_cacheval, default_tol, default_alias_* - Document preconditioner types: ComposePreconditioner, InvPreconditioner - Add comprehensive docs for LinearSolveFunction and DirectLdiv! solve functions - Improve RFLUFactorization docs with parameter and performance details - Enhance FastLUFactorization and FastQRFactorization documentation - Document SimpleLUFactorization and LUSolver with usage examples 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <[email protected]>
- Document complete abstract type hierarchy with detailed explanations - Add comprehensive docstring for defaultalg function with algorithm selection logic - Document needs_concrete_A trait function with usage examples - Provide detailed characteristics and use cases for each abstract type - Include cross-references between related algorithm types 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <[email protected]>
…tion - Create new Internal API documentation page with complete docstring coverage * Document abstract type hierarchy with detailed explanations * Add LinearCache and caching system documentation * Include trait functions and utility function docs * Cover solve functions and preconditioner infrastructure - Add Algorithm Selection Guide for users * Explain automatic algorithm selection logic with examples * Provide performance guidance for different matrix types * Include decision flowchart and manual override examples * Cover dense, sparse, GPU, and iterative method selection - Enhance existing solver documentation * Add DirectLdiv! and LinearSolveFunction to solver list * Update documentation navigation structure - Update documentation navigation * Add internal_api.md to Advanced section * Add algorithm_selection.md to Basics section This significantly improves both user and developer documentation by making the package's architecture and algorithm selection transparent and accessible. 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <[email protected]>
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Summary
This PR adds comprehensive docstrings to key LinearSolve.jl types and functions that were previously undocumented or had minimal documentation. The additions significantly improve the developer and user experience by providing detailed explanations of core components.
Major Documentation Additions
Core Infrastructure:
LinearCache: Complete documentation of the core cache structure with field descriptions and usage examplesSciMLLinearSolveAlgorithm,AbstractFactorization, etc.)needs_concrete_A,default_tol, aliasing functionsAlgorithm Types:
LinearSolveFunction&DirectLdiv!: Complete solve function documentationRFLUFactorization: Enhanced docs with parameter explanations and performance notesFastLUFactorization&FastQRFactorization: Detailed FastLapack interface documentationSimpleLUFactorization&LUSolver: Comprehensive pure Julia implementation docsPreconditioners:
ComposePreconditioner: Documentation for preconditioner compositionInvPreconditioner: Complete inverse preconditioner documentationAlgorithm Selection:
defaultalg: Comprehensive documentation of the core algorithm selection logic with examplesDocumentation Quality Features
Testing
Test plan
🤖 Generated with Claude Code