📝 Add comprehensive README#7
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- Explain diffusion evolution concept with accessible foggy room analogy - Include quick start guide with code examples and configuration options - Document benchmark suite usage for parameter tuning - Add technical deep dive with step-by-step algorithm breakdown and equations - Reference the source paper (arXiv:2410.02543)
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What does this PR do?
Adds a comprehensive README that explains the Diffusion Evolution algorithm in accessible terms, provides quick-start code examples, and includes a technical deep dive for those who want to understand the mechanics. The documentation follows a layered approach: hook readers with intuition first, show them how to use it, then explain why it works.
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