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supervised-classification

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LeonardGeorgescuGL / diabetes-data-multivariate-analysis

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Comprehensive multivariate analysis of diabetes data using Factor Analysis, LDA, and Hierarchical Clustering. Custom implementations in Python with medical interpretations.

python data-science machine-learning statistics numpy data-visualization seaborn healthcare scipy data-analysis diabetes pattern-recognition factor-analysis hierarchical-clustering multivariate-analysis multidimensional-analysis unsupervised-clustering discriminant-analysis matplotlib-pyplot supervised-classification
  • Updated Feb 9, 2026
  • Python

ALEX8642 / wafer-defect-classifier

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ResNet-18 wafer defect classifier trained on WM-811K — focal loss, CBAM attention, TTA, and Grad-CAM++ explainability. Macro-F1 0.916 on the 9-class labeled subset.

computer-vision deep-learning grad-cam pytorch image-classification resnet class-imbalance attention-mechanism semiconductor explainable-ai focal-loss wafer-map cbam test-time-augmentation supervised-classification defect-classification wm-811k manufacturing-ai wafer-defect-detection
  • Updated Jul 5, 2026
  • Python

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