docs: fix 404 broken links
- Replace non-existent Python examples with actual files - Fix all placeholder yourusername URLs to ThotDjehuty - Remove references to non-existent optimal_control.md theory doc - Update examples to reference: hmm_regime_detection.py, parallel_de_benchmark.py, polaroid_optimizr_integration.py, timeseries_integration.py
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@@ -497,7 +497,7 @@ pip install optimizr==0.2.0
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### Source
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```bash
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git clone https://github.com/yourusername/optimiz-r.git
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git clone https://github.com/ThotDjehuty/optimiz-r.git
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cd optimiz-r
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git checkout v0.2.0
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maturin develop --release
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@@ -505,16 +505,16 @@ maturin develop --release
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### Docker
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```bash
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docker pull yourusername/optimizr:0.2.0
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docker run -p 8888:8888 yourusername/optimizr:0.2.0
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docker pull thotdjehuty/optimizr:0.2.0
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docker run -p 8888:8888 thotdjehuty/optimizr:0.2.0
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```
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---
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## 📞 Support
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- **Issues**: [GitHub Issues](https://github.com/yourusername/optimiz-r/issues)
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- **Discussions**: [GitHub Discussions](https://github.com/yourusername/optimiz-r/discussions)
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- **Issues**: [GitHub Issues](https://github.com/ThotDjehuty/optimiz-r/issues)
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- **Discussions**: [GitHub Discussions](https://github.com/ThotDjehuty/optimiz-r/discussions)
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- **Documentation**: [docs/](https://optimizr.readthedocs.io)
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---
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