Concept Drift

RiverPython

A Python library for online machine learning, designed for streaming data with a focus on user experience.

Alibi DetectJupyter Notebook

A Python library for outlier, adversarial, and drift detection in machine learning models, supporting tabular, text, image, and time series data.

scikit-multiflowPython

A Python machine learning package for incremental learning on streaming data with concept drift detection.

AutoML-Implementation-for-Static-and-Dynamic-Data-AnalyticsJupyter Notebook

An AutoML implementation and tutorial for automating machine learning pipelines on both static datasets and dynamic data streams, with a focus on IoT anomaly detection.

FrourosPython

An open-source Python library for detecting concept and data drift in machine learning systems.

BODMASPython

An open dataset for learning-based temporal analysis of PE malware, containing over 130,000 Windows PE files with feature vectors and metadata.