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CONFIG.md describes a configuration system that no longer exists. The project moved to a three-layer TOML + env config
(manyfaced/common/config.py, manyfaced/settings.toml.example), but CONFIG.md still ...
documentation
tech-debt
What level of knowledge we have in the skills, can we improve it?
Workflow run https://github.com/Meketref007/Laura/actions/runs/26636238455 failed repeatedly on branch
chore/trigger-ci-noop.
Logs saved to: /tmp/ci_run_26636238455_failed.txt
Please triage and assign. ...
Workflow run https://github.com/Meketref007/Laura/actions/runs/26670494998 failed repeatedly on branch
fix/load-sidecar-vectors.
Logs saved to: /tmp/ci_run_26670494998_failed.txt
Please triage and assign. ...
Workflow run https://github.com/Meketref007/Laura/actions/runs/26670495879 failed repeatedly on branch
fix/load-sidecar-vectors.
Logs saved to: /tmp/ci_run_26670495879_failed.txt
Please triage and assign. ...
Workflow run https://github.com/Meketref007/Laura/actions/runs/26670495891 failed repeatedly on branch
fix/load-sidecar-vectors.
Logs saved to: /tmp/ci_run_26670495891_failed.txt
Please triage and assign. ...
问题描述
对 data.xlsx 中 10kv交流避雷器 sheet 的需求量数据审查发现:
当前状态:非零值(66-90)分布在 3 月~10 月,呈一个宽峰,没有明显的双峰结构。
期望状态:避雷器需求应在 5 月和 8 月形成两个明显高峰:
- 5 月高峰:对应雷雨季节开始,防雷物资需求激增
- 8 月高峰:对应台风高发 + 雷击最活跃时段,防雷物资需求达到全年最高
数据层面修改 ...
bug
问题描述
prediction_comparison.png 中三种模型的预测曲线全部使用正方形标记 s--,视觉上难以区分。
修改要求
| 模型 | 当前 marker | 新 marker | 说明 |
| --- | --- | --- | --- |
| CatBoost | 正方形 s | 圆形 o | 基线模型 |
| VMD-CatBoost | 正方形 s | 三角形 ^ | ...
enhancement
问题描述
prediction_comparison.png 中图例存在两个问题:
问题 A:图例位置
当前图例放在 loc= best ,自动选择位置。对于 3 个子图布局,图例经常遮挡数据曲线。应统一放在右上角。
修改位置:plot_prediction_comparison() 中 ax.legend() 的 loc 参数从 best 改为 upper right
问题 B:图例中括号内容冗余 ...
enhancement
问题描述
对 data.xlsx 中 10KV电缆 sheet 的需求量数据审查发现,取值波动性过小:
- 取值集合仅有 9 个离散值:{0, 18, 19, 20, 21, 22, 23, 24, 25}
- 最大值 25 出现 14 次(占 38.9%),分布高度集中
- 2022 年 11 月→2023 年 1 月起,需求量长期维持在 25 的峰值
- 方差过小意味着模型很难学到有意义的时序变化模式 ...
bug

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