uniqc.pytorch package

Submodules

• uniqc.pytorch.batch_executor module
  • batch_execute()
  • batch_execute_with_params()
• uniqc.pytorch.gradient module
  • compute_all_gradients()
  • parameter_shift_gradient()
• uniqc.pytorch.quantum_layer module
  • QuantumLayer
  • nn
    • nn.Module
• uniqc.pytorch.tq_quantum_layer module
  • TorchQuantumLayer
  • nn
    • nn.Module

Module contents

PyTorch integration for quantum machine learning.

This module provides tools for integrating quantum circuits with PyTorch: - Parameter-shift rule gradient computation - QuantumLayer nn.Module for hybrid quantum-classical models - Batch execution utilities