newbieQQ
a7e95141d2
feat: add data visualization script for comprehensive analysis
...
- Introduced `visualize.py` to generate various visualizations including:
- Class distribution bar chart
- Feature distribution histograms (overlaid by class)
- Feature box plots (for top N features)
- PCA reduced scatter plot with confidence ellipses
- t-SNE reduced scatter plot
- Heatmaps for class means and standard deviations
- Global feature correlation heatmap
- Overview of global feature distributions
- Implemented data loading functions to handle multiple file formats and structures.
- Added command-line interface for flexible usage with options for feature limits and PCA/t-SNE toggles.
Co-authored-by: Copilot <copilot@github.com>
2026-05-14 10:27:32 +08:00
newbieQQ
5f58d7fb56
feat: add YAML archiving for run parameters and results with timestamped directories
2026-04-10 15:30:42 +08:00
newbieQQ
9f241757c6
refactor: unify model base and update docs roadmap
2026-03-29 20:01:40 +08:00
newbieQQ
ecf6242fe7
feat: remove fileClass parameter, always use xls/xlsx/csv
2026-03-29 13:34:45 +08:00
newbieQQ
53d86b56ad
feat: auto-detect data mode and remove isDir
2026-03-29 13:25:31 +08:00
newbieQQ
f6f839ebc0
refactor: unify module structure and suppress training warnings
...
- Move canonical implementations to Qfunctions layer (divSet.py, loadData.py, saveToXlsx.py)
- Remove duplicate compatibility shims (loaData.py, saveToxlsx.py)
- Remove redundant Qtorch/Functions/ directory
- Add zero_division=0 to sklearn metrics to suppress UndefinedMetricWarning
- Set matplotlib backend to Agg to eliminate Wayland/Qt warnings
- Update all imports to use canonical module paths
2026-03-29 12:48:41 +08:00
qyh1510@gmail.com
48e57490f2
Merge remote-tracking branch 'origin/master' into main
2026-03-28 21:38:43 +08:00
qyh1510@gmail.com
5cd09aa696
Update main.py to change project name and adjust label_names; modify hidden_layers in Qmlp model
2026-03-28 21:28:20 +08:00
qyh1510@gmail.com
e2dc549be9
Update main.py to change project name and simplify label_names; adjust hidden_layers in Qmlp model
2026-03-18 11:47:36 +08:00
qyh1510@gmail.com
5da38b49b0
20260109WZSX
2026-02-28 00:44:50 +08:00
qyh1510@gmail.com
3e07b4258f
update
2026-01-09 16:09:18 +08:00
newbie
4fea502e6b
Update Qnn model data preparation to include unsqueeze for tensor dimensions; replace Qmlp with QCNN in main.py; add diagram generation script
2025-12-14 23:24:52 +08:00
newbie
0667dd90d1
Add confusion matrix attributes to Qnn model; remove unused test.py file; comment out QCNN model instantiation in main.py
2025-06-24 23:31:19 +08:00
newbie
61e4af020d
Refactor data saving and visualization functions; add metrics tracking in Qnn model
2025-06-24 23:10:53 +08:00
newbie
2c9169273f
update divSet
2024-12-30 12:26:03 +08:00
newbie
afa9c20be5
20241228 Write
2024-12-28 14:29:38 +08:00
newbie
d845d061c6
add package list
2024-12-25 18:14:41 +08:00
newbie
d1c85df518
20241202 EMG
2024-12-02 20:46:34 +08:00
newbie
d79c66ccf7
20241130 EMG-write
2024-12-02 19:52:16 +08:00
newbie
34bba1a1c9
CNN fist done
2024-11-30 10:55:27 +08:00
newbie
847bdae9f6
save
2024-11-28 22:56:06 +08:00
newbie
101ba89c34
删除没用代码
2024-11-28 19:51:17 +08:00
newbie
0dd4b05977
remove unuse conde
2024-11-28 13:42:32 +08:00
newbie
6e99f6caa8
remove unnecessary code
2024-11-28 13:40:20 +08:00
newbie
671176c6d0
new change
2024-11-10 11:37:54 +08:00
newbie
a9f9059735
update some
2024-10-19 11:07:59 +08:00
newbie
ee552e7d1c
update something
2024-10-19 11:07:19 +08:00
newbie
49910f430c
change for Sound
2024-10-07 10:06:20 +08:00
newbie
884db9b926
init
2024-10-07 09:54:32 +08:00
newbieQQ