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1. machine-learning-for-network-intrusion-detection machine-learning-for-network-intrusion-detection Public

   A complete pipeline for network intrusion detection comparing label encoding and one‑hot encoding, with SMOTE resampling, feature selection, and ensemble modeling using scikit‑learn and XGBoost, al…

   Jupyter Notebook 1

2. intrusion-detection-kaggle intrusion-detection-kaggle Public

   End-to-end pipeline for multi-class cyber-attack detection using per-flow network features: data profiling, deduplication, skew-correction, outlier treatment, feature engineering, imbalance handlin…

   Jupyter Notebook 1

3. deep-learning-journal deep-learning-journal Public

   A personal collection of Jupyter notebooks, scripts, and resources documenting my exploration and learning in Deep Learning. From foundational neural network concepts to advanced transformer archit…

   Jupyter Notebook 1