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tree-based-model

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amr-yasser226 / machine-learning-for-network-intrusion-detection

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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.

machine-learning machine-learning-algorithms cybersecurity xgboost feature-engineering smote network-intrusion-detection imbalanced-learning cybersecurity-training sckit-learn one-hot-encoding ensamble-methods zewailcity tree-based-model csai-253
  • Updated Jun 23, 2025
  • Jupyter Notebook

jeanbou / t-dts--tree-like-divide-to-simplify

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Modular AI/ML framework in MATLAB for classification. PhD project T-DTS v3.0 — tree-based, entropy-driven, RBF-enabled ANN. Based on work by Dr. Rybnik.

machine-learning matlab artificial-intelligence love coding neural-networks classification ai-framework divide-and-conquer rbf-network modular-ai neuro-symbolic zisc ibm-neuro-computer phd-research entropy-optimization self-organizing-systems tree-based-model complexity-estimation ai-on-chip
  • Updated Jun 27, 2025
  • MATLAB

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