Popular GitHub Repositories for Data Drift

Evidently is ??an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

Algorithms for outlier, adversarial and drift detection

Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in production.

Drift-Lens: an Unsupervised Drift Detection Framework for Deep Learning Classifiers on Unstructured Data

A ⚡️ Lightning.ai ⚡️ component for train and test data drift detection

Data Drift detection using auto encoders

Repository showcasing my Machine Learning Engineering Apprenticeship at AXA-Direct Assurance, contributing to the development and implementation of Machine Learning solutions.

An ML monitoring framework, applied to an attrition risk assessment system.