This repo contains a variety of demos showcasing TrustyAI's capabilities within Open Data Hub.
Caveat: These demos are tested and intended to work on Open Data Hub, there is no guarantee or expectation that they will work on Red Hat OpenShift AI.
- Installing OpenDataHub and TrustyAI: How to install Open Data Hub and TrustyAI on your cluster.
- Bias Monitoring: How to use TrustyAI to examine your deployed models for unfair biases.
- Data Drift: How to detect if the production data your models are receiving matches the data they were trained on.
- Anomaly Detection [Coming Soon]: How to identify and log anomalous inbound data, such as to clean or enrich your training data.
- Explainability [Coming Soon]: How to get per-point explanations of your models' predictions.
Check out the TrustyAI Organization and our main repository!