README updates#42
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- Added project status badges for CI, PyPI version, PyPI downloads, license, Python version, and arXiv. - Fixed the “Just want to try it?” link so it correctly jumps to the local run instructions. - Promoted the Architecture section heading from H3 to H2 for clearer README structure. - Corrected the scRNA-seq denoising caption’s prior SOTA value from `0.220` to `0.240` to match the paper and chart. - Added a security notice warning that `--sandbox none` runs agent-generated code with full machine access, with a link to `SECURITY.md`. - Added a Contributing section with a link to `CONTRIBUTING.md`.
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0.220to0.240to match the paper and chart.--sandbox noneruns agent-generated code with full machine access, with a link toSECURITY.md.CONTRIBUTING.md.