Stars
An expansive and modular collection of ART models
Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)
Python books free to read online or download
Source code for the paper: Adaptive Clustering-based Malicious Traffic Classification at the Network Edge (https://homepages.inf.ed.ac.uk/ppatras/pub/infocom21.pdf)
Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"
LiYangHart / OASW-Concept-Drift-Detection-and-Adaptation
Forked from Western-OC2-Lab/OASW-Concept-Drift-Detection-and-AdaptationAn online learning method used to address concept drift and model drift. Code for the paper entitled "A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams" published …
A curated list of automated machine learning papers, articles, tutorials, slides and projects
LiYangHart / AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics
Forked from Western-OC2-Lab/AutoML-Implementation-for-Static-and-Dynamic-Data-AnalyticsImplementation/Tutorial of Automated Machine Learning (AutoML) methods for static/batch and online data analytics
LiYangHart / PWPAE-Concept-Drift-Detection-and-Adaptation
Forked from Western-OC2-Lab/PWPAE-Concept-Drift-Detection-and-AdaptationOnline learning methods used to address concept drift in data streams. Code for the paper entitled "PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams" accepted in IEEE G…
LiYangHart / Intrusion-Detection-System-Using-Machine-Learning
Forked from Western-OC2-Lab/Intrusion-Detection-System-Using-Machine-LearningCode for intrusion detection system development using machine learning algorithms (DT, RF, ET, XGBoost, stacking, k-means, BO..)
LiYangHart / Intrusion-Detection-System-Using-CNN-and-Transfer-Learning
Forked from Western-OC2-Lab/Intrusion-Detection-System-Using-CNN-and-Transfer-LearningCode for intrusion detection system development using CNN models and transfer learning
LiYangHart / MSANA-Online-Data-Stream-Analytics-And-Concept-Drift-Adaptation
Forked from Western-OC2-Lab/MSANA-Online-Data-Stream-Analytics-And-Concept-Drift-AdaptationData 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 …
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)