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Documentation improvements: expanded README and added comprehensive docstrings#173
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ChrisRackauckas merged 1 commit intoJan 8, 2026
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…ocstrings This commit significantly improves the documentation for DiffEqDevTools.jl: ## README.md Enhancements - Added detailed package description highlighting key features - Added installation instructions - Added comprehensive examples for: - Convergence testing (with and without analytical solutions) - Work-precision diagrams - Algorithm shootouts - TestSolution usage - Stochastic differential equations - Added complete list of exported functions with descriptions - Added contributing guidelines and citation information ## Source Code Documentation (src/convergence.jl) - Added comprehensive docstring for `ConvergenceSimulation` struct - Added detailed docstrings for all `test_convergence` method variants: - SDE/RODE/Ensemble version with full parameter documentation - ODE/DAE version with usage examples - Added detailed docstrings for all `analyticless_test_convergence` variants: - Stochastic version with explanation of noise grid approach - ODE version with reference solution approach - All docstrings include: - Clear argument descriptions - Keyword argument explanations - Return value documentation - Working code examples - Usage notes where relevant ## Source Code Documentation (src/benchmark.jl) - Added comprehensive docstring for `Shootout` struct with example - Added comprehensive docstring for `WorkPrecision` struct with example - Added comprehensive docstring for `WorkPrecisionSet` struct with plotting example These improvements make the package much more accessible to new users while providing clear reference documentation for all main functionality. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
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This PR significantly improves the documentation for DiffEqDevTools.jl, making it more accessible to new users and providing clear reference documentation.
Changes
README.md Enhancements
Source Code Documentation
src/convergence.jl
ConvergenceSimulationstructtest_convergencemethod variants (SDE/RODE/Ensemble and ODE/DAE versions)analyticless_test_convergencevariants (stochastic and ODE versions)src/benchmark.jl
Shootoutstruct with exampleWorkPrecisionstruct with exampleWorkPrecisionSetstruct with plotting exampleImpact
These improvements address the minimal documentation that existed before. The README now provides:
The docstrings provide:
?function_namein the REPLTesting
All examples in the documentation are based on existing test cases and match the actual usage patterns in the test suite.
@ChrisRackauckas - Please review these documentation improvements.
🤖 Generated with Claude Code
Co-Authored-By: Claude Sonnet 4.5 noreply@anthropic.com