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What why
All persistence today is raw sqlite3 with hand-written SQL and a per-module _conn() context manager (no shared base). We
re standardizing on SQLModel (SQLAlchemy + Pydantic) so DB access is ...
area:storage
in-progress
needs-local-verification
ready
问题描述
对 data.xlsx 的审查发现多条数据质量问题:
1. 需求量零值过于规律:固定月份必为零(如电缆的 1/2/12月),三年完全相同
2. 工程投资量零值严格周期:每 4 个月一次零值,人为痕迹明显
3. 10KV电缆 2022年需求异常下降:3月→11月从 22 单调递减至 18,但 2023/2024 年同期维持在 25
4. 负荷增长量跨 3 个 Sheet 完全相同:现实中不同物资的负荷增长速率应不同 ...
enhancement
问题描述
TECHNICAL_DESIGN.md 的伪代码中 VMD 分解作用于训练集 y_train(24个月),但 main.py 实际对完整 36 个月序列 demand_full 做 VMD 分解,然后再切分 train/test。
影响
VMD 是全局信号分解算法。对 36 个月序列分解意味着:未来 12 个月(测试集)的数据会影响训练集部分的 IMF 形态。严格来说这是数据泄露。 ...
bug
Need 6 param, found 5
img width= 1108 height= 181 alt= Image src=
https://github.com/user-attachments/assets/1208942c-e229-4a60-98af-422ab67b7ec6 /
Final UX polish for the complete editor.
Acceptance criteria
1. Responsive: usable at 390px width (sidebar collapses; no horizontal scroll) and at 1920px.
2. Export options: alongside PNG, a JPEG export ...
ai:in-progress
Add orientation tools and view zoom.
Acceptance criteria
1. A Transform section (id transform-panel): rotate 90 CW, rotate 90 CCW, flip horizontal, flip vertical - each applies
immediately (and ...
ai:in-progress
Add an edit history covering ALL mutating operations (adjustments apply, brush strokes, crop, resize, transforms).
Acceptance criteria
1. Undo and redo buttons (ids undo-btn, redo-btn) plus Ctrl+Z / ...
ai:in-progress
问题描述
预期排序:VMD-LSTM-CatBoost VMD-CatBoost CatBoost(文档 Section 8.2 明确声明)。
实际结果(按 R²):
| 物资 | VMD-CatBoost | VMD-LSTM-CatBoost | 差值 |
| --- | --- | --- | --- |
| 电缆 | 0.9376 | 0.9087 | -0.0289 |
| 变压器 ...
bug
问题描述
最新日志 main_20260610_194456.log 中,避雷器(arrester)的 CatBoost 模型 R² = -0.2186。
数据
| 模型 | MSE | RMSE | MAE | R² |
| --- | --- | --- | --- | --- |
| CatBoost | 1812.55 | 42.57 | 26.61 | -0.2186 |
| VMD-CatBoost ...
bug
Describe the bug
A database lock timeout exception was observed in the Jetty server logs while updating a Rich Text page. The update
operation failed because a lock could not be obtained within the configured ...
bug

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