Spaces:
Sleeping
Sleeping
Commit History
-
minor change
Yoon-gu Hwang53d71a9 -
Integrate Frouros library for real drift detectionโ
Yoon-gu Hwang +1: Claude- Use Frouros KSTest (Kolmogorov-Smirnov test) for drift detection - Compare each 20-sample window with reference window - Orange bars indicate detected drift (p-value < 0.05) - Green bars indicate no drift detected - Update reference window when no drift is detected - Add scipy and frouros to requirements.txt ๐ค Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>b9120fa -
Add 2-row layout with drift classification bar graphโ
Yoon-gu Hwang +1: Claude- Split visualization into 2 rows using subplots - Top row: Time series data with background segment colors - Bottom row: Drift detection bar graph (20-sample windows) - Red bars indicate drift detected, green bars indicate no drift - Improves understanding of drift occurrence patterns ๐ค Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>9c2cd7f -
Add background bar graph to show drift segmentsโ
Yoon-gu Hwang +1: Claude- Add colored background bars to visualize drift segments - Each segment has a different color with 15% opacity - Bar graph is placed behind the line graph - Improves visual understanding of drift boundaries ๐ค Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>bd359c3 -
Change to continuous data with line graph visualizationโ
Yoon-gu Hwang +1: Claude- Generate continuous time-series data with sine wave patterns - Show actual data points using line graphs - Add drift point markers with red dashed lines - Update analyzer to work with continuous data ๐ค Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>befeb85 -
Change visualization from bar chart to scatter plotโ
Yoon-gu Hwang +1: Claude- Replace bar chart with scatter plot using square markers - Simplify data distribution visualization - Improve color scheme for better visibility ๐ค Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>93ec097 -
Change visualization to bar chart with binary classificationโ
Yoon-gu Hwang +1: Claude- Update drift_simulator.py: Generate binary classification data (class 0 vs class 1) - Update visualizer.py: Create bar chart visualization instead of scatter plot - Update analyzer.py: Analyze binary classification data - Add test files to .gitignore ๐ค Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>7ab1194 -
Improve data visualization: increase marker size and add grid
Yoon-gu Hwang3ab49ae -
Initial commit: Concept Drift Simulatorโ
Yoon-gu Hwang +1: Claude- 4๊ฐ์ง ๋๋ฆฌํํธ ์ ํ ์๋ฎฌ๋ ์ด์ (Sudden, Gradual, Incremental, Recurring) - Plotly ๊ธฐ๋ฐ ์ธํฐ๋ํฐ๋ธ ์๊ฐํ - Gradio UI ๊ตฌ์ฑ - ๋๋ฆฌํํธ ๋ถ์ ๊ธฐ๋ฅ ๐ค Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>3e3dc68