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QiskitRustKit - Open Source Qiskit QML with Rust. ⚙️

Why?

Qiskit migrated to a Rust based framework and I am curious about the combined application. My understanding that Quantum circuits and their computational equivalents can be more effective modelled as Graphs. Finally, to see how combining a number of locations into a Quantum system can perform.

QC

Qiskit: The IBM Framework for Quantum Computing. Up to 10 minutes per month on their machines for free QML: qiskit-machine-learning rustworkx: A Qiskit graph generation library

Goals:

  1. Build the core components to interact with a live model in Rust or Mojo for fast, distributed implemtation
  2. Writing a clean cross-platform framework
  3. Understand the potential use cases for QML

This library uses

  • Rust based high performance framework, Mojo for exclusively python implementation
  • Portkey AI Gateway
  • Weights and Biases experiment tracking and sweeps for classical machine learning
  • Monitoring:
  • Metrics: Grafana or Prometheus

By the team at Synavate in early development core@synavate.tech