{"categories":[{"label":"Scientific/Engineering","url":"https://skillfed.io/packages/category/scientific-engineering/8"}],"enrichment":{"capability":"cuDensityMat provides GPU-accelerated density matrix operations for analog quantum dynamics solvers, part of NVIDIA's cuQuantum SDK.","skillfed_tags":["gpu-accelerated","quantum-computing","nvidia-cuda"],"use_cases":["Simulate analog quantum dynamics on NVIDIA GPUs for research or development of quantum algorithms","Accelerate density matrix computations in quantum circuit simulators using GPU tensor operations","Integrate quantum dynamics solvers into larger quantum computing workflows on CUDA 13 systems","Prototype quantum algorithms requiring high-performance density matrix evolution on GPU hardware"],"what_it_does":"cuDensityMat is NVIDIA's GPU-accelerated library for building and solving analog quantum dynamics equations using density matrix representations. It is a component of the cuQuantum SDK and provides both C and Python interfaces for high-performance quantum simulation workloads.\n\nThe package depends on cutensor-cu13 and cutensornet-cu13 runtime libraries and targets CUDA 13 environments. Installation requires a compatible NVIDIA GPU and CUDA 13 stack. The library is actively maintained, with recent releases and a public repository; however, its proprietary license terms are not fully specified in standard SPDX format, requiring explicit verification for production or commercial use.","worth_installing":"Yes, if you have a CUDA 13 GPU environment and are working on quantum dynamics simulation. The package is actively maintained, has no known vulnerabilities, and fills a specialized role in NVIDIA's quantum computing stack. Install friction is moderate due to CUDA runtime dependencies. Verify the proprietary license terms match your use case before deployment."},"id":"cudensitymat-cu13","links":{"html":"https://skillfed.io/packages/cudensitymat-cu13","md":"https://skillfed.io/packages/cudensitymat-cu13.md","pypi":"https://pypi.org/project/cudensitymat-cu13/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-06-29","license_spdx":null,"license_treatment":"unclear","name":"cudensitymat-cu13","python_support":"unspecified","summary":"cuDensityMat - a component of NVIDIA cuQuantum SDK"},"popularity":{"monthly_downloads":92658,"position":13437,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"0.6.0"}