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Commit History
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Point frontend at HF backend via config.js (Cloudflare Pages split deploy)
42ff43e -
Fix HF Space colorFrom (teal -> green)
425532a -
Train model at Docker build time; stop committing binaries
Hugging Face requires git-LFS for binary artifacts. Instead, generate the model during the image build (deterministic: pinned deps + fixed seed) and keep models/ out of git.382741d -
Add Hugging Face Space config (Docker, port 8000)
11e8ba2 -
Solo framing + interpretability, maturity signals, case study
- Reframe as solo end-to-end applied ML case study (CREDITS, README, UI footer) - Add CASE_STUDY.md (narrative write-up) - Add SHAP interpretability, calibration, and screening-threshold analysis (executed notebook + assets/*.png referenced in README/case study) - Add [analysis] optional depsbf27edd -
Add .gitattributes for cross-platform line endings
3d47d6d -
Initial commit: NephroScreen — CKD screening ML app
Leakage-safe scikit-learn pipeline (RF 100% test acc on UCI CKD), FastAPI service + static frontend, recall-tuned screening threshold, rule-based indicators, SHAP/calibration notebook, tests, Docker/Render deploy. Independent solo rebuild/extension of a university group coursework project.dc3d345