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Projects in Awesome Lists tagged with tree-based-model

A curated list of projects in awesome lists tagged with tree-based-model .

https://github.com/amr-yasser226/machine-learning-for-network-intrusion-detection

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, also this was phase one of our University's "CSAI 253- Machine Learning" course.

csai-253 cybersecurity cybersecurity-training ensamble-methods feature-engineering imbalanced-learning machine-learning machine-learning-algorithms network-intrusion-detection one-hot-encoding sckit-learn smote tree-based-model xgboost zewailcity

Last synced: 17 Jul 2025