Pinned

1. Hyperparameter-Optimization-of-Machine-Learning-Algorithms Public

   Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

   Jupyter Notebook 1.1k 268

2. Western-OC2-Lab/AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics Public

   Implementation/Tutorial of using Automated Machine Learning (AutoML) methods for static/batch and online/continual learning

   Jupyter Notebook 312 67

3. Western-OC2-Lab/Intrusion-Detection-System-Using-Machine-Learning Public

   Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)

   Jupyter Notebook 181 40

4. Western-OC2-Lab/Intrusion-Detection-System-Using-CNN-and-Transfer-Learning Public

   Code for intrusion detection system (IDS) development using CNN models and transfer learning

   Jupyter Notebook 49 16

5. Western-OC2-Lab/PWPAE-Concept-Drift-Detection-and-Adaptation Public

   Data stream analytics: Implement online learning methods to address concept drift in data streams using the River library. Code for the paper entitled "PWPAE: An Ensemble Framework for Concept Drif…

   Jupyter Notebook 168 38

6. Western-OC2-Lab/MSANA-Online-Data-Stream-Analytics-And-Concept-Drift-Adaptation Public

   Data stream analytics: Implement online learning methods to address concept drift in dynamic data streams. Code for the paper entitled "A Multi-Stage Automated Online Network Data Stream Analytics …

   Jupyter Notebook 16 4