docs: Rebrand OptimizR to Optimiz-rs throughout documentation
Updated Branding in ReadTheDocs: - ✅ All 'OptimizR' → 'Optimiz-rs' (17 files) - ✅ Project name in conf.py - ✅ HTML title and short title - ✅ All algorithm documentation - ✅ Getting started guide - ✅ Installation guide - ✅ Theory/mathematical foundations - ✅ Archive documentation Documentation now consistently uses the new 'optimiz-rs' branding that matches both PyPI and crates.io package names. Note: Python module name 'optimizr' in import statements intentionally unchanged (that's the actual module name).
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@@ -1,6 +1,6 @@
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.. OptimizR documentation master file
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.. Optimiz-rs documentation master file
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OptimizR Documentation
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Optimiz-rs Documentation
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======================
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**High-performance optimization algorithms in Rust with Python bindings**
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@@ -13,7 +13,7 @@ OptimizR Documentation
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:target: https://github.com/ThotDjehuty/optimiz-r/blob/main/LICENSE
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:alt: License
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OptimizR provides blazingly fast, production-ready implementations of advanced optimization and statistical inference algorithms. Built with Rust for maximum performance and exposed to Python through PyO3, it delivers **50-100× speedup** over pure Python implementations.
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Optimiz-rs provides blazingly fast, production-ready implementations of advanced optimization and statistical inference algorithms. Built with Rust for maximum performance and exposed to Python through PyO3, it delivers **50-100× speedup** over pure Python implementations.
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.. toctree::
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:maxdepth: 2
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