5 results found Sort:

Western-OC2-Lab
AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics Western-OC2-Lab
111
624
mit
70
Implementation/Tutorial of using Automated Machine Learning (AutoML) methods for static/batch and online/continual learning
iot automl data-streams concept-drift deep-learning python-samples model-selection python-examples machine-learning data-preprocessing iot-data-analytics feature-engineering hyperparameter-tuning data-stream-processing automated-machine-learning intrusion-detection-system
Created 2022-09-09
35 commits to main branch, last one 6 months ago
jetlinks
rule-engine jetlinks
168
274
unknown
12
基于流程,事件驱动,可拓展,响应式,轻量级的规则引擎。
data-flow streaming work-flow rule-engine event-driven cluster-support reactive-streams iot-data-analytics
Created 2019-03-07
303 commits to master branch, last one 8 hours ago
Western-OC2-Lab
PWPAE-Concept-Drift-Detection-and-Adaptation Western-OC2-Lab
44
204
mit
21
Data stream analytics: Implement online learning methods to address concept drift and model drift in data streams using the River library. Code for the paper entitled "PWPAE: An Ensemble Framework for...
iot drift lightgbm cicids2017 data-stream concept-drift streaming-data change-detector drift-detection online-learning machine-learning adaptive-learning anomaly-detection ensemble-learning iot-data-analytics real-time-analytics intrusion-detection-system
Created 2021-08-16
33 commits to main branch, last one about a year ago
Western-OC2-Lab
OASW-Concept-Drift-Detection-and-Adaptation Western-OC2-Lab
16
49
mit
3
An 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 in ...
iot svm drift nsl-kdd xgboost lightgbm data-stream concept-drift random-forest change-detector drift-detection online-learning machine-learning anomaly-detection iot-data-analytics real-time-analytics bayesian-optimization intrusion-detection-system hyperparameter-optimization particle-swarm-optimization
Created 2021-04-02
38 commits to main branch, last one 10 months ago
Western-OC2-Lab
MSANA-Online-Data-Stream-Analytics-And-Concept-Drift-Adaptation Western-OC2-Lab
8
31
mit
4
Data stream analytics: Implement online learning methods to address concept drift and model drift in dynamic data streams. Code for the paper entitled "A Multi-Stage Automated Online Network Data Stre...
iot drift cicids2017 data-stream concept-drift streaming-data change-detector drift-detection online-learning machine-learning adaptive-learning anomaly-detection ensemble-learning data-preprocessing iot-data-analytics feature-engineering real-time-analytics intrusion-detection-system
Created 2022-10-01
26 commits to main branch, last one about a year ago