Serendipity
d6860f1f15
- 更新 requirements.txt，添加 opencv-python-headless 并补充 uv 安装说明 - 修复 CSV 文件中的换行符格式（CRLF 转 LF） - 更新 TASK_PROGRESS.md，记录并行训练实现和 WSL 支持 - 优化 train_improved.py 代码格式，移除多余空行和注释 - 更新课程作业要求文档的字符编码 - 添加新的 TensorBoard 日志文件和训练模型
881 B
881 B
| 1 | k | inertia | silhouette_x | log_likelihood | bic | aic | silhouette_y |
|---|---|---|---|---|---|---|---|
| 2 | 2 | 1092962.434364126 | 0.174016661115075 | 181335.84491703784 | -359250.54291550705 | -362061.6898340757 | 0.41420390111182703 |
| 3 | 3 | 1018586.5047121042 | 0.17317021187208304 | 554291.2303605897 | -1103445.131905755 | -1107666.4607211794 | 0.2977020104302583 |
| 4 | 4 | 953249.4382030136 | 0.18080059886795355 | 972834.1094461675 | -1938814.7081800548 | -1944446.218892335 | 0.3964327255424141 |
| 5 | 5 | 889284.892342685 | 0.1964251564081267 | 1002913.0930748597 | -1997256.4935405836 | -2004298.1861497194 | 0.40146893512413845 |
| 6 | 6 | 818950.9117652641 | 0.17683056672008368 | 1180025.734163945 | -2349765.5938218986 | -2358217.46832789 | 0.24683353848428613 |
| 7 | 7 | 777658.2185885893 | 0.197056012688701 | 1203191.531501821 | -2394381.006600795 | -2404243.063003642 | 0.3109553553475885 |
| 8 | 8 | 691940.8330833976 | 0.20149802939267383 | 1261969.3739466753 | -2510220.5095936474 | -2521492.7478933507 | 0.17264064800570944 |