Add soft bounds, per-feature scaling, and full pipeline runner

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2026-01-28 00:35:00 +08:00
parent f0f89abf4f
commit c3fb07ef11
8 changed files with 183 additions and 5 deletions

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@@ -13,3 +13,4 @@ Conventions:
Tools:
- `example/diagnose_ks.py` for per-feature KS + CDF plots.
- `example/run_all_full.py` for one-command full pipeline + diagnostics.

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@@ -55,3 +55,10 @@
- **Files**:
- `example/data_utils.py`
- `example/export_samples.py`
## 2026-01-27 — Soft bounds + post-scale for boundary pile-up
- **Decision**: Replace hard sigmoid bounds with soft tanh bounds and allow per-feature post-scaling.
- **Why**: Many continuous features collapsed to max bound (KS=1.0).
- **Files**:
- `example/export_samples.py`
- `example/config.json`