25 lines
1.0 KiB
Markdown
25 lines
1.0 KiB
Markdown
# Documentation Index
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This folder tracks project decisions, experiments, and evolving ideas.
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- `decisions.md`: design/architecture changes and rationales
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- `experiments.md`: experiment runs and results
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- `ideas.md`: future ideas and hypotheses
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Conventions:
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- Append new entries instead of overwriting old ones.
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- Record exact config file and key overrides when possible.
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- Keep metrics in the order: avg_ks / avg_jsd / avg_lag1_diff.
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Tools:
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- `example/diagnose_ks.py` for per-feature KS + CDF plots.
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- `example/run_all_full.py` for one-command full pipeline + diagnostics.
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- `example/filtered_metrics.py` for filtered KS after removing collapsed/outlier features.
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Notes:
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- If `use_quantile_transform` is enabled, run `prepare_data.py` with `full_stats: true` to build quantile tables.
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Current status (high level):
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- Two-stage pipeline (GRU trend + diffusion residuals).
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- Quantile transform + post-hoc calibration enabled for continuous features.
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- Latest metrics (2026-01-27 21:22): avg_ks ~0.405 / avg_jsd ~0.038 / avg_lag1_diff ~0.145.
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