docs: Add Phase 3, 4, 5 detailed breakdown documents for scientific computing (#40)#41
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danielsimonjr merged 33 commits intoclaude/mathjs-improvement-plan-01AWZLKskpuvEprkUnRKLXVLfrom Nov 29, 2025
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Add plan for improvement.
add CLAUDE.md to repo
danielsimonjr
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Pull request overview
This PR adds comprehensive documentation for scientific computing improvement phases 3, 4, and 5 for the mathjs library. It provides detailed algorithmic breakdowns, pseudocode implementations, and mathematical foundations for probability distributions (discrete and continuous) and numerical optimization methods.
Key Changes:
- Added
SCIENTIFIC_COMPUTING_IMPROVEMENT_PLAN.mdwith 15-sprint roadmap - Added
PHASE_5_ROOT_FINDING_OPTIMIZATION.mdwith detailed algorithms for 8 optimization tasks - Added
PHASE_4_PROBABILITY_DISTRIBUTIONS_DISCRETE.mdwith 10 distribution implementations - Added
CLAUDE.mdfor AI assistant guidance - Added
.claude/settings.local.jsonfor MCP server configuration
Reviewed changes
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Show a summary per file
| File | Description |
|---|---|
| SCIENTIFIC_COMPUTING_IMPROVEMENT_PLAN.md | High-level 15-sprint roadmap covering all scientific computing improvements from SVD to symbolic computation |
| PHASE_5_ROOT_FINDING_OPTIMIZATION.md | Detailed breakdown of 8 root-finding and optimization algorithms including Brent's method, Newton-Raphson, fsolve, BFGS, Nelder-Mead |
| PHASE_4_PROBABILITY_DISTRIBUTIONS_DISCRETE.md | Complete implementations for 10 probability distributions (Poisson, Binomial, Geometric, etc.) with algorithms and pseudocode |
| CLAUDE.md | AI assistant guidance document with project structure, build commands, and MCP server documentation |
| .claude/settings.local.json | MCP server permissions and configuration for AI development tools |
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