What is CyclOps?

CyclOps is an open-source toolkit for scientists, engineers, and clinicians working in the intersection of artificial intelligence and health.

The toolkit is designed to help researchers and practitioners to adopt Vector Institute’s AI trust and safety principles. Specifically, the toolkit focuses on evaluation and monitoring of AI systems developed for clinical applications where robustness, safety, and fairness are critical.

The primary goal of CyclOps is to improve transparency, accountability, and trust in AI systems that are developed for clinical applications.

Quick Start

Heart Failure Prediction

Example use case showing how to use CyclOps to evaluate a heart failure prediction model and monitor its performance over time

• User Guide
  • Installation
  • Evaluation
  • Model Report
  • Monitoring
• Tutorials
  • Example use cases
• 🧑🏿‍💻 Developing
  • Using poetry
  • Contributing
• Contributing to cyclops
  • Pre-commit hooks
  • Coding guidelines
• API Reference
  • cyclops.data
  • cyclops.tasks
  • Evaluator
  • Fairness Evaluator
  • Evaluation Metrics
  • cyclops.monitor
  • cyclops.report