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1. Geolife-OutlierDetection-TMDGeolife-OutlierDetection-TMDPublic

   Outlier detection (z-score and IQR) and visualization on Geolife dataset for transport mode detection task

   Jupyter Notebook 4

2. EfficientNetV2B0---PlantVillageEfficientNetV2B0---PlantVillagePublic

   Plant disease detection on PlantVillage dataset using EfficientNetV2-B0

   Jupyter Notebook 4 1

3. EfficientNetV2_CatVSDogEfficientNetV2_CatVSDogPublic

   Binary classification, SHAP (Explainable Artificial Intelligence), and Grid Search (for tuning hyperparameters) using EfficientNetV2-B0 on Cat VS Dog dataset.

   Jupyter Notebook 1

4. EfficientNetV2_Quantization_CKEfficientNetV2_Quantization_CKPublic

   EfficientNetV2 (Efficientnetv2-b2) and quantization int8 and fp32 (QAT and PTQ) on CK+ dataset . fine-tuning, augmentation, solving imbalanced dataset, etc.

   Jupyter Notebook 1

5. ALS_vs_GradientDescentALS_vs_GradientDescentPublic

   Matrix Factorization (ALS vs Gradient Descent)

   Jupyter Notebook

6. Fake_Detection_BERT_PruningFake_Detection_BERT_PruningPublic

   Fake detection using BERT & smooth pruning

   Jupyter Notebook