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Quantum-Inspired Probabilistic Domain-Specific Language (CUDA-only)

Project description

QIP-DSL: Quantum-Inspired Probabilistic Domain-Specific Language (CUDA-only)

QIP-DSL is a high-performance Quantum-Inspired Probabilistic Domain-Specific Language designed for quantum simulation, optimization, and machine learning tasks. It leverages CUDA for GPU acceleration to provide exceptional performance for matrix operations and quantum-inspired algorithms.

Features

  • CUDA-Accelerated Matrix Operations: High-performance matrix operations optimized for NVIDIA GPUs
  • Quantum-Inspired Algorithms: Implementations of quantum-inspired optimization and simulation algorithms
  • Entanglement Simulation: Tools for simulating quantum entanglement and related phenomena
  • Probabilistic Sampling: Efficient sampling from complex probability distributions

Requirements

  • CUDA 12.0 or higher
  • NVIDIA GPU with Compute Capability 6.0 or higher
  • Python 3.6 or higher

Installation

pip install qipdsl

Important Note

This package will NOT work on systems without CUDA. It will raise an error at runtime if no CUDA-capable devices are found.

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